diff --git a/binarycpython/tests/test_distributions.py b/binarycpython/tests/test_distributions.py index 2e3e7c26cf83f2c443768d4e97917740534db6df..caeb87ffe3119f48359edd64cc4a51088d91d3a2 100644 --- a/binarycpython/tests/test_distributions.py +++ b/binarycpython/tests/test_distributions.py @@ -182,9 +182,9 @@ class TestDistributions(unittest.TestCase): """ perl_results = [ - 0, # perl value is actually 5.71196495365248 + 0, # perl value is actually 5.71196495365248 2.31977861075353, - 0.143138195684851, + 0.143138195684851, 0.000717390363216896, 0.000282322598503135, 1.77061658757533e-05, @@ -221,7 +221,7 @@ class TestDistributions(unittest.TestCase): """ perl_results = [ - 0, # perl value is actually 5.79767807698379 but that is not correct + 0, # perl value is actually 5.79767807698379 but that is not correct 2.35458895566605, 0.155713799148675, 0.000310689875361984, @@ -308,7 +308,16 @@ class TestDistributions(unittest.TestCase): self.assertRaises(ValueError, imf_chabrier2003, input_1) masses = [0.1, 0.2, 0.5, 1, 2, 10, 15, 50] - perl_results = [5.64403964849588, 2.40501495673496, 0.581457346702825, 0.159998782068074, 0.0324898485372181, 0.000801893469684309, 0.000315578044662863, 1.97918170035704e-05] + perl_results = [ + 5.64403964849588, + 2.40501495673496, + 0.581457346702825, + 0.159998782068074, + 0.0324898485372181, + 0.000801893469684309, + 0.000315578044662863, + 1.97918170035704e-05, + ] python_results = [imf_chabrier2003(m) for m in masses] # GO over the results and check whether they are equal (within tolerance) diff --git a/binarycpython/tests/test_functions.py b/binarycpython/tests/test_functions.py index d986cb6311c267a0a25f3bdf88a954cc69e2bfb5..b576bf7f66ea5fa98a350c7a0084ab6bf79c18ee 100644 --- a/binarycpython/tests/test_functions.py +++ b/binarycpython/tests/test_functions.py @@ -243,7 +243,7 @@ class test_parse_binary_c_version_info(unittest.TestCase): if parsed_info["macros"]["NUCSYN"] == "on": self.assertIsNotNone(parsed_info["isotopes"]) - if parsed_info['macros']["NUCSYN_ID_SOURCES"] == "on": + if parsed_info["macros"]["NUCSYN_ID_SOURCES"] == "on": self.assertIsNotNone(parsed_info["nucleosynthesis_sources"]) diff --git a/binarycpython/tests/test_grid.py b/binarycpython/tests/test_grid.py index 05a4bdd17f3b2c6244d32b97daa81e7c00546bf8..f41c8fce5526cbb5ff3ee0547fc13a18810da41b 100644 --- a/binarycpython/tests/test_grid.py +++ b/binarycpython/tests/test_grid.py @@ -753,9 +753,9 @@ class test_grid_evolve(unittest.TestCase): ) # TODO: why should it raise this error? It should probably raise a valueerror when the limit is exceeded right? - # DEcided to turn it off for now because there is not raise VAlueError in that chain of functions. + # DEcided to turn it off for now because there is not raise VAlueError in that chain of functions. # NOTE: Found out why this test was here. It is to do with the condition random_var in dir(), but I changed the behaviour from raising an error to continue. This has to do with the moe&distefano code that will loop over several multiplicities - # TODO: make sure the continue behaviour is what we actually want. + # TODO: make sure the continue behaviour is what we actually want. # self.assertRaises(ValueError, test_pop.evolve) diff --git a/binarycpython/utils/distribution_functions.py b/binarycpython/utils/distribution_functions.py index 9e97bd9cb5716cb5ee3a026e2f275b8cb7ccbc1e..79431dadd134c0906b5738c9cb2d69f8b7248d66 100644 --- a/binarycpython/utils/distribution_functions.py +++ b/binarycpython/utils/distribution_functions.py @@ -262,6 +262,7 @@ def calculate_constants_three_part_powerlaw( # #print "ARRAY SET @_ => @$array\n"; # $threepart_powerlaw_consts{"@_"}=[@$array]; + def three_part_powerlaw( m: Union[int, float], m0: Union[int, float], @@ -297,7 +298,7 @@ def three_part_powerlaw( # if m < m0: - prob = 0 # Below lower bound TODO: make this clear. + prob = 0 # Below lower bound TODO: make this clear. elif m0 < m <= m1: prob = three_part_powerlaw_constants[0] * (m ** p1) # Between M0 and M1 elif m1 < m <= m2: diff --git a/binarycpython/utils/functions.py b/binarycpython/utils/functions.py index 7fb0131e691e585a676459969bacf209c50aac00..65bfd6de2545d07fde2abcb1e5457a0e146fc1d2 100644 --- a/binarycpython/utils/functions.py +++ b/binarycpython/utils/functions.py @@ -64,7 +64,6 @@ def get_moe_distefano_dataset(options): return json_data - def imports(): for name, val in globals().items(): if isinstance(val, types.ModuleType): @@ -324,8 +323,8 @@ def parse_binary_c_version_info(version_info_string: str) -> dict: ########################## # Network: - # Split off all the networks and parse the info. - + # Split off all the networks and parse the info. + networks = set([el for el in cleaned if el.startswith("Network ")]) cleaned = cleaned - networks @@ -335,22 +334,24 @@ def parse_binary_c_version_info(version_info_string: str) -> dict: split_info = el.split("Network ")[-1].strip().split("==") network_number = int(split_info[0]) - network_dict['network_number'] = network_number + network_dict["network_number"] = network_number network_info_split = split_info[1].split(" is ") shortname = network_info_split[0].strip() - network_dict['shortname'] = shortname + network_dict["shortname"] = shortname if not network_info_split[1].strip().startswith(":"): network_split_info_extra = network_info_split[1].strip().split(":") longname = network_split_info_extra[0].strip() - network_dict['longname'] = longname + network_dict["longname"] = longname - implementation = network_split_info_extra[1].strip().replace("implemented in", "") + implementation = ( + network_split_info_extra[1].strip().replace("implemented in", "") + ) if implementation: - network_dict['implemented_in'] = implementation.strip().split() + network_dict["implemented_in"] = implementation.strip().split() networks_dict[network_number] = copy.deepcopy(network_dict) version_info_dict["networks"] = networks_dict if networks_dict else None @@ -434,7 +435,7 @@ def parse_binary_c_version_info(version_info_string: str) -> dict: "MACRO": str, "INT": int, "LONG_INT": int, - "UINT": int + "UINT": int, } macros_dict = {} diff --git a/binarycpython/utils/grid.py b/binarycpython/utils/grid.py index 8842b8916df273285218ede6846fc99aae23785a..9c3d25206973c06e58b4ddf33a7457ce7996d13d 100644 --- a/binarycpython/utils/grid.py +++ b/binarycpython/utils/grid.py @@ -81,13 +81,14 @@ import binarycpython.utils.moe_distefano_data # ) from binarycpython.utils.distribution_functions import ( - Moecache, - LOG_LN_CONVERTER, - Moe_de_Stefano_2017_multiplicity_fractions + Moecache, + LOG_LN_CONVERTER, + Moe_de_Stefano_2017_multiplicity_fractions, ) from binarycpython import _binary_c_bindings + class Population: """ Population Object. Contains all the necessary functions to set up, run and process a @@ -106,7 +107,9 @@ class Population: self.defaults = get_defaults() self.cleaned_up_defaults = self._cleanup_defaults() self.available_keys = list(self.defaults.keys()) - self.special_params = [el for el in list(self.defaults.keys()) if el.endswith("%d")] + self.special_params = [ + el for el in list(self.defaults.keys()) if el.endswith("%d") + ] # make the input dictionary self.bse_options = {} # bse_options is just empty. @@ -352,7 +355,7 @@ class Population: probdist: str, dphasevol: Union[str, int], parameter_name: str, - gridtype: str = 'edge', + gridtype: str = "edge", precode: Union[str, None] = None, condition: Union[str, None] = None, ) -> None: @@ -364,9 +367,9 @@ class Population: The execution of the grid generation will be through a nested forloop. Each of the grid variables will get create a deeper for loop. - The real function that generates the numbers will get written to a new file in the TMP_DIR, + The real function that generates the numbers will get written to a new file in the TMP_DIR, and then loaded imported and evaluated. - beware that if you insert some destructive piece of code, it will be executed anyway. + beware that if you insert some destructive piece of code, it will be executed anyway. Use at own risk. Args: @@ -380,15 +383,15 @@ class Population: Range of values to take. Does not get used really, the spacingfunction is used to get the values from example: range = [math.log(m_min), math.log(m_max)] resolution: - Resolution of the sampled range (amount of samples). + Resolution of the sampled range (amount of samples). TODO: check if this is used anywhere example: resolution = resolution["M_1"] spacingfunction: - Function determining how the range is sampled. You can either use a real function, + Function determining how the range is sampled. You can either use a real function, or a string representation of a function call. Will get written to a file and then evaluated. example: spacingfunction = "const(math.log(m_min), math.log(m_max), {})".format(resolution['M_1']) precode: - Extra room for some code. This code will be evaluated within the loop of the + Extra room for some code. This code will be evaluated within the loop of the sampling function (i.e. a value for lnm1 is chosen already) example: precode = 'M_1=math.exp(lnm1);' probdist: @@ -721,7 +724,7 @@ class Population: } ## - # Clean up code: remove files, unset values. This is placed in the general evolve function, + # Clean up code: remove files, unset values. This is placed in the general evolve function, # because that makes for easier control self._cleanup() @@ -1022,7 +1025,7 @@ class Population: ) # In some cases, the whole run crashes. To be able to figure out which system - # that was on, we log each current system to a file (each thread has one). + # that was on, we log each current system to a file (each thread has one). # Each new system overrides the previous with open( os.path.join( @@ -1044,8 +1047,20 @@ class Population: for key in full_system_dict.keys(): if not key in self.available_keys: # Deal with special keys - if not any([True if (key.startswith(param[:-2]) and len(param[:-2]) < len(key)) else False for param in self.special_params]): - msg = "Error: Found a parameter unknown to binary_c: {}. Abort".format(key) + if not any( + [ + True + if ( + key.startswith(param[:-2]) + and len(param[:-2]) < len(key) + ) + else False + for param in self.special_params + ] + ): + msg = "Error: Found a parameter unknown to binary_c: {}. Abort".format( + key + ) raise ValueError(msg) # TODO: build flag to actually evolve the system @@ -2807,7 +2822,6 @@ class Population: The dictionary should contain a file to """ - # Require input options if not options: print("Please provide a options dictionary.") @@ -3040,7 +3054,7 @@ class Population: multiplicity_dict = {} for mass in mass_range: - options['M1'] = mass + options["M1"] = mass multiplicity_fractions = Moe_de_Stefano_2017_multiplicity_fractions(options) multiplicity_dict[mass] = multiplicity_fractions @@ -3055,14 +3069,12 @@ class Population: print("triple_values={}".format(triple_values)) print("quad_values={}".format(quad_values)) - - - plt.plot(mass_range, single_values, label='single') - plt.plot(mass_range, binary_values, label='binary') - plt.plot(mass_range, triple_values, label='triple') - plt.plot(mass_range, quad_values, label='Quadruple') + plt.plot(mass_range, single_values, label="single") + plt.plot(mass_range, binary_values, label="binary") + plt.plot(mass_range, triple_values, label="triple") + plt.plot(mass_range, quad_values, label="Quadruple") plt.legend() - plt.xscale('log') + plt.xscale("log") plt.show() ############################################################ diff --git a/binarycpython/utils/grid_options_defaults.py b/binarycpython/utils/grid_options_defaults.py index 190741d0c336600ce472ea1ed110b4c17cc0b9da..dd0b43464b58f86b478f6b7164a9c6cd2f129125 100644 --- a/binarycpython/utils/grid_options_defaults.py +++ b/binarycpython/utils/grid_options_defaults.py @@ -503,10 +503,8 @@ moe_distefano_default_options = { "logP": [0.0, 8.0], # 0 = log10(1 day) # 8 = log10(10^8 days) "ecc": [0.0, 1.0], }, - # minimum stellar mass "Mmin": 0.07, - # multiplicity model (as a function of log10M1) # # You can use 'Poisson' which uses the system multiplicty @@ -639,7 +637,7 @@ q extrapolation (below 0.15) method plaw2 nolowq """, - "q_high_extrapolation_method": "Same as q_low_extrapolation_method" + "q_high_extrapolation_method": "Same as q_low_extrapolation_method", } @@ -756,13 +754,32 @@ def write_grid_options_to_rst_file(output_file: str) -> None: print("\n", file=f) # Start public options part - print_option_descriptions(f, public_options, descriptions, "Public options", "The following options are meant to be changed by the user.") + print_option_descriptions( + f, + public_options, + descriptions, + "Public options", + "The following options are meant to be changed by the user.", + ) # Moe & Distefano options: - print_option_descriptions(f, moe_distefano_default_options, moe_distefano_default_options_description, "Moe & Distefano sampler options", "The following options are meant to be changed by the user.") + print_option_descriptions( + f, + moe_distefano_default_options, + moe_distefano_default_options_description, + "Moe & Distefano sampler options", + "The following options are meant to be changed by the user.", + ) # Start private options part - print_option_descriptions(f, private_options, descriptions, "Private options", "The following options are not meant to be changed by the user, as these options are used and set internally by the object itself. The description still is provided, but just for documentation purposes.") + print_option_descriptions( + f, + private_options, + descriptions, + "Private options", + "The following options are not meant to be changed by the user, as these options are used and set internally by the object itself. The description still is provided, but just for documentation purposes.", + ) + def print_option_descriptions(filehandle, options, descriptions, title, extra_text): # Start public options part @@ -782,4 +799,4 @@ def print_option_descriptions(filehandle, options, descriptions, title, extra_te "| **{}**: No description available yet".format(option), file=filehandle, ) - print("", file=filehandle) \ No newline at end of file + print("", file=filehandle) diff --git a/binarycpython/utils/moe_distefano_data.py b/binarycpython/utils/moe_distefano_data.py index a5eb246f0d68e57c7d93322c7a8799cdfa852e34..3d8b8a65a1033aa52d66a94d5c0124980e2d394d 100644 --- a/binarycpython/utils/moe_distefano_data.py +++ b/binarycpython/utils/moe_distefano_data.py @@ -16,7 +16,7 @@ moe_distefano_2017_data = { "single_fraction": 0.894, "binary_fraction": 0.101, "triple_fraction": 0.00566, - "quadruple_fraction": 2.13e-05 + "quadruple_fraction": 2.13e-05, }, "logP": { "0.25": { @@ -33,7 +33,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.423083, - "0.95": 0.576917 + "0.95": 0.576917, }, "e": { "0.05": 1.0, @@ -45,8 +45,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.00328462, @@ -62,7 +62,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.423083, - "0.95": 0.576917 + "0.95": 0.576917, }, "e": { "0.05": 1.0, @@ -74,8 +74,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.00426667, @@ -91,7 +91,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.423083, - "0.95": 0.576917 + "0.95": 0.576917, }, "e": { "0.05": 0.330824, @@ -103,8 +103,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0055291, @@ -120,7 +120,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.423083, - "0.95": 0.576917 + "0.95": 0.576917, }, "e": { "0.05": 0.14167, @@ -132,8 +132,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.00704218, @@ -149,7 +149,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.424963, - "0.95": 0.575037 + "0.95": 0.575037, }, "e": { "0.05": 0.0944499, @@ -161,8 +161,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0086958, @@ -178,7 +178,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.426869, - "0.95": 0.573131 + "0.95": 0.573131, }, "e": { "0.05": 0.0754871, @@ -190,8 +190,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0101032, @@ -207,7 +207,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.429069, - "0.95": 0.570931 + "0.95": 0.570931, }, "e": { "0.05": 0.0657833, @@ -219,8 +219,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0110051, @@ -236,7 +236,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.431586, - "0.95": 0.568414 + "0.95": 0.568414, }, "e": { "0.05": 0.0601091, @@ -248,8 +248,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0113538, @@ -265,7 +265,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.434447, - "0.95": 0.565553 + "0.95": 0.565553, }, "e": { "0.05": 0.0563761, @@ -277,8 +277,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0111577, @@ -294,7 +294,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.437684, - "0.95": 0.562316 + "0.95": 0.562316, }, "e": { "0.05": 0.0537433, @@ -306,8 +306,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0104133, @@ -323,7 +323,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.441333, - "0.95": 0.558667 + "0.95": 0.558667, }, "e": { "0.05": 0.0517855, @@ -335,8 +335,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.00887353, @@ -352,7 +352,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.445437, - "0.95": 0.554563 + "0.95": 0.554563, }, "e": { "0.05": 0.0502699, @@ -364,8 +364,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.00688391, @@ -381,7 +381,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.450046, - "0.95": 0.549954 + "0.95": 0.549954, }, "e": { "0.05": 0.0490604, @@ -393,8 +393,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.00509626, @@ -410,7 +410,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.455221, - "0.95": 0.544779 + "0.95": 0.544779, }, "e": { "0.05": 0.0480717, @@ -422,8 +422,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.00367211, @@ -439,7 +439,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.461031, - "0.95": 0.538969 + "0.95": 0.538969, }, "e": { "0.05": 0.0472479, @@ -451,8 +451,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.00261088, @@ -468,7 +468,7 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.469083, - "0.95": 0.530917 + "0.95": 0.530917, }, "e": { "0.05": 0.0465507, @@ -480,10 +480,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "-0.9": { "f_multi": 0.1638, @@ -495,7 +495,7 @@ moe_distefano_2017_data = { "single_fraction": 0.849, "binary_fraction": 0.139, "triple_fraction": 0.0114, - "quadruple_fraction": 0.000622 + "quadruple_fraction": 0.000622, }, "logP": { "0.25": { @@ -512,7 +512,7 @@ moe_distefano_2017_data = { "0.65": 0.0977401, "0.75": 0.179682, "0.85": 0.305711, - "0.95": 0.416867 + "0.95": 0.416867, }, "e": { "0.05": 1.0, @@ -524,8 +524,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.00458848, @@ -541,7 +541,7 @@ moe_distefano_2017_data = { "0.65": 0.0977401, "0.75": 0.179682, "0.85": 0.305711, - "0.95": 0.416867 + "0.95": 0.416867, }, "e": { "0.05": 1.0, @@ -553,8 +553,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.00589663, @@ -570,7 +570,7 @@ moe_distefano_2017_data = { "0.65": 0.0977401, "0.75": 0.179682, "0.85": 0.305711, - "0.95": 0.416867 + "0.95": 0.416867, }, "e": { "0.05": 0.330824, @@ -582,8 +582,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.00759622, @@ -599,7 +599,7 @@ moe_distefano_2017_data = { "0.65": 0.0978791, "0.75": 0.179939, "0.85": 0.305722, - "0.95": 0.416461 + "0.95": 0.416461, }, "e": { "0.05": 0.14167, @@ -611,8 +611,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.00966255, @@ -628,7 +628,7 @@ moe_distefano_2017_data = { "0.65": 0.098796, "0.75": 0.181624, "0.85": 0.305795, - "0.95": 0.413785 + "0.95": 0.413785, }, "e": { "0.05": 0.0944499, @@ -640,8 +640,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0119747, @@ -657,7 +657,7 @@ moe_distefano_2017_data = { "0.65": 0.0998574, "0.75": 0.183575, "0.85": 0.30588, - "0.95": 0.410687 + "0.95": 0.410687, }, "e": { "0.05": 0.0754871, @@ -669,8 +669,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0139985, @@ -686,7 +686,7 @@ moe_distefano_2017_data = { "0.65": 0.101072, "0.75": 0.185808, "0.85": 0.305978, - "0.95": 0.407142 + "0.95": 0.407142, }, "e": { "0.05": 0.0657833, @@ -698,8 +698,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0153772, @@ -715,7 +715,7 @@ moe_distefano_2017_data = { "0.65": 0.102447, "0.75": 0.188336, "0.85": 0.306088, - "0.95": 0.403129 + "0.95": 0.403129, }, "e": { "0.05": 0.0601091, @@ -727,8 +727,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0160598, @@ -744,7 +744,7 @@ moe_distefano_2017_data = { "0.65": 0.103992, "0.75": 0.191176, "0.85": 0.306212, - "0.95": 0.39862 + "0.95": 0.39862, }, "e": { "0.05": 0.0563761, @@ -756,8 +756,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0160902, @@ -773,7 +773,7 @@ moe_distefano_2017_data = { "0.65": 0.105717, "0.75": 0.194347, "0.85": 0.30635, - "0.95": 0.393585 + "0.95": 0.393585, }, "e": { "0.05": 0.0537433, @@ -785,8 +785,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0154216, @@ -802,7 +802,7 @@ moe_distefano_2017_data = { "0.65": 0.107633, "0.75": 0.19787, "0.85": 0.306504, - "0.95": 0.387993 + "0.95": 0.387993, }, "e": { "0.05": 0.0517855, @@ -814,8 +814,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0135192, @@ -831,7 +831,7 @@ moe_distefano_2017_data = { "0.65": 0.109753, "0.75": 0.201768, "0.85": 0.306674, - "0.95": 0.381805 + "0.95": 0.381805, }, "e": { "0.05": 0.0502699, @@ -843,8 +843,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0107866, @@ -860,7 +860,7 @@ moe_distefano_2017_data = { "0.65": 0.112091, "0.75": 0.206066, "0.85": 0.306861, - "0.95": 0.374982 + "0.95": 0.374982, }, "e": { "0.05": 0.0490604, @@ -872,8 +872,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.00829838, @@ -889,7 +889,7 @@ moe_distefano_2017_data = { "0.65": 0.114662, "0.75": 0.210792, "0.85": 0.307068, - "0.95": 0.367479 + "0.95": 0.367479, }, "e": { "0.05": 0.0480717, @@ -901,8 +901,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.00622618, @@ -918,7 +918,7 @@ moe_distefano_2017_data = { "0.65": 0.117484, "0.75": 0.215979, "0.85": 0.307294, - "0.95": 0.359243 + "0.95": 0.359243, }, "e": { "0.05": 0.0472479, @@ -930,8 +930,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.0045977, @@ -947,7 +947,7 @@ moe_distefano_2017_data = { "0.65": 0.121286, "0.75": 0.222969, "0.85": 0.307599, - "0.95": 0.348146 + "0.95": 0.348146, }, "e": { "0.05": 0.0465507, @@ -959,10 +959,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "-0.8": { "f_multi": 0.2126, @@ -974,7 +974,7 @@ moe_distefano_2017_data = { "single_fraction": 0.809, "binary_fraction": 0.172, "triple_fraction": 0.0183, - "quadruple_fraction": 0.00129 + "quadruple_fraction": 0.00129, }, "logP": { "0.25": { @@ -991,7 +991,7 @@ moe_distefano_2017_data = { "0.65": 0.137656, "0.75": 0.149481, "0.85": 0.254326, - "0.95": 0.346798 + "0.95": 0.346798, }, "e": { "0.05": 1.0, @@ -1003,8 +1003,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.00581462, @@ -1020,7 +1020,7 @@ moe_distefano_2017_data = { "0.65": 0.137656, "0.75": 0.149481, "0.85": 0.254326, - "0.95": 0.346798 + "0.95": 0.346798, }, "e": { "0.05": 1.0, @@ -1032,8 +1032,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.00743267, @@ -1049,7 +1049,7 @@ moe_distefano_2017_data = { "0.65": 0.137656, "0.75": 0.149481, "0.85": 0.254326, - "0.95": 0.346798 + "0.95": 0.346798, }, "e": { "0.05": 0.330824, @@ -1061,8 +1061,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.00954036, @@ -1078,7 +1078,7 @@ moe_distefano_2017_data = { "0.65": 0.137819, "0.75": 0.149658, "0.85": 0.254274, - "0.95": 0.346378 + "0.95": 0.346378, }, "e": { "0.05": 0.14167, @@ -1090,8 +1090,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0121165, @@ -1107,7 +1107,7 @@ moe_distefano_2017_data = { "0.65": 0.138891, "0.75": 0.150822, "0.85": 0.253935, - "0.95": 0.343611 + "0.95": 0.343611, }, "e": { "0.05": 0.0944499, @@ -1119,8 +1119,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0150299, @@ -1136,7 +1136,7 @@ moe_distefano_2017_data = { "0.65": 0.140128, "0.75": 0.152165, "0.85": 0.253544, - "0.95": 0.340418 + "0.95": 0.340418, }, "e": { "0.05": 0.0754871, @@ -1148,8 +1148,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0176176, @@ -1165,7 +1165,7 @@ moe_distefano_2017_data = { "0.65": 0.141538, "0.75": 0.153696, "0.85": 0.253098, - "0.95": 0.336779 + "0.95": 0.336779, }, "e": { "0.05": 0.0657833, @@ -1177,8 +1177,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0194364, @@ -1194,7 +1194,7 @@ moe_distefano_2017_data = { "0.65": 0.143127, "0.75": 0.155422, "0.85": 0.252595, - "0.95": 0.332677 + "0.95": 0.332677, }, "e": { "0.05": 0.0601091, @@ -1206,8 +1206,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0204304, @@ -1223,7 +1223,7 @@ moe_distefano_2017_data = { "0.65": 0.144903, "0.75": 0.157351, "0.85": 0.252033, - "0.95": 0.328091 + "0.95": 0.328091, }, "e": { "0.05": 0.0563761, @@ -1235,8 +1235,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0206719, @@ -1252,7 +1252,7 @@ moe_distefano_2017_data = { "0.65": 0.146876, "0.75": 0.159493, "0.85": 0.251409, - "0.95": 0.322999 + "0.95": 0.322999, }, "e": { "0.05": 0.0537433, @@ -1264,8 +1264,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0201144, @@ -1281,7 +1281,7 @@ moe_distefano_2017_data = { "0.65": 0.149054, "0.75": 0.161858, "0.85": 0.25072, - "0.95": 0.317378 + "0.95": 0.317378, }, "e": { "0.05": 0.0517855, @@ -1293,8 +1293,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.017969, @@ -1310,7 +1310,7 @@ moe_distefano_2017_data = { "0.65": 0.151447, "0.75": 0.164456, "0.85": 0.249963, - "0.95": 0.3112 + "0.95": 0.3112, }, "e": { "0.05": 0.0502699, @@ -1322,8 +1322,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0146226, @@ -1339,7 +1339,7 @@ moe_distefano_2017_data = { "0.65": 0.154066, "0.75": 0.1673, "0.85": 0.249134, - "0.95": 0.30444 + "0.95": 0.30444, }, "e": { "0.05": 0.0490604, @@ -1351,8 +1351,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0115294, @@ -1368,7 +1368,7 @@ moe_distefano_2017_data = { "0.65": 0.156922, "0.75": 0.170402, "0.85": 0.248231, - "0.95": 0.297067 + "0.95": 0.297067, }, "e": { "0.05": 0.0480717, @@ -1380,8 +1380,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.00887396, @@ -1397,7 +1397,7 @@ moe_distefano_2017_data = { "0.65": 0.160029, "0.75": 0.173776, "0.85": 0.247248, - "0.95": 0.289046 + "0.95": 0.289046, }, "e": { "0.05": 0.0472479, @@ -1409,8 +1409,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.00671586, @@ -1426,7 +1426,7 @@ moe_distefano_2017_data = { "0.65": 0.164171, "0.75": 0.178273, "0.85": 0.245938, - "0.95": 0.278357 + "0.95": 0.278357, }, "e": { "0.05": 0.0465507, @@ -1438,10 +1438,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "-0.7": { "f_multi": 0.2539, @@ -1453,7 +1453,7 @@ moe_distefano_2017_data = { "single_fraction": 0.776, "binary_fraction": 0.197, "triple_fraction": 0.025, - "quadruple_fraction": 0.00212 + "quadruple_fraction": 0.00212, }, "logP": { "0.25": { @@ -1470,7 +1470,7 @@ moe_distefano_2017_data = { "0.65": 0.123817, "0.75": 0.134453, "0.85": 0.228757, - "0.95": 0.311933 + "0.95": 0.311933, }, "e": { "0.05": 1.0, @@ -1482,8 +1482,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.00686457, @@ -1499,7 +1499,7 @@ moe_distefano_2017_data = { "0.65": 0.123817, "0.75": 0.134453, "0.85": 0.228757, - "0.95": 0.311933 + "0.95": 0.311933, }, "e": { "0.05": 1.0, @@ -1511,8 +1511,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.00870554, @@ -1528,7 +1528,7 @@ moe_distefano_2017_data = { "0.65": 0.123817, "0.75": 0.134453, "0.85": 0.228757, - "0.95": 0.311933 + "0.95": 0.311933, }, "e": { "0.05": 0.330824, @@ -1540,8 +1540,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0111054, @@ -1557,7 +1557,7 @@ moe_distefano_2017_data = { "0.65": 0.123948, "0.75": 0.134596, "0.85": 0.228683, - "0.95": 0.311517 + "0.95": 0.311517, }, "e": { "0.05": 0.14167, @@ -1569,8 +1569,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0140525, @@ -1586,7 +1586,7 @@ moe_distefano_2017_data = { "0.65": 0.124815, "0.75": 0.135537, "0.85": 0.2282, - "0.95": 0.308787 + "0.95": 0.308787, }, "e": { "0.05": 0.0944499, @@ -1598,8 +1598,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0174192, @@ -1615,7 +1615,7 @@ moe_distefano_2017_data = { "0.65": 0.125813, "0.75": 0.13662, "0.85": 0.227642, - "0.95": 0.305642 + "0.95": 0.305642, }, "e": { "0.05": 0.0754871, @@ -1627,8 +1627,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0204421, @@ -1644,7 +1644,7 @@ moe_distefano_2017_data = { "0.65": 0.126948, "0.75": 0.137853, "0.85": 0.227009, - "0.95": 0.302064 + "0.95": 0.302064, }, "e": { "0.05": 0.0657833, @@ -1656,8 +1656,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0226164, @@ -1673,7 +1673,7 @@ moe_distefano_2017_data = { "0.65": 0.128225, "0.75": 0.13924, "0.85": 0.226296, - "0.95": 0.29804 + "0.95": 0.29804, }, "e": { "0.05": 0.0601091, @@ -1685,8 +1685,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0238913, @@ -1702,7 +1702,7 @@ moe_distefano_2017_data = { "0.65": 0.129649, "0.75": 0.140786, "0.85": 0.225501, - "0.95": 0.293552 + "0.95": 0.293552, }, "e": { "0.05": 0.0563761, @@ -1714,8 +1714,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0243655, @@ -1731,7 +1731,7 @@ moe_distefano_2017_data = { "0.65": 0.131226, "0.75": 0.142498, "0.85": 0.224621, - "0.95": 0.288583 + "0.95": 0.288583, }, "e": { "0.05": 0.0537433, @@ -1743,8 +1743,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0240221, @@ -1760,7 +1760,7 @@ moe_distefano_2017_data = { "0.65": 0.132962, "0.75": 0.144383, "0.85": 0.223652, - "0.95": 0.283113 + "0.95": 0.283113, }, "e": { "0.05": 0.0517855, @@ -1772,8 +1772,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0218311, @@ -1789,7 +1789,7 @@ moe_distefano_2017_data = { "0.65": 0.134863, "0.75": 0.146448, "0.85": 0.222591, - "0.95": 0.277123 + "0.95": 0.277123, }, "e": { "0.05": 0.0502699, @@ -1801,8 +1801,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0180863, @@ -1818,7 +1818,7 @@ moe_distefano_2017_data = { "0.65": 0.136936, "0.75": 0.148699, "0.85": 0.221434, - "0.95": 0.27059 + "0.95": 0.27059, }, "e": { "0.05": 0.0490604, @@ -1830,8 +1830,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0145753, @@ -1847,7 +1847,7 @@ moe_distefano_2017_data = { "0.65": 0.139188, "0.75": 0.151144, "0.85": 0.220177, - "0.95": 0.263493 + "0.95": 0.263493, }, "e": { "0.05": 0.0480717, @@ -1859,8 +1859,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0114844, @@ -1876,7 +1876,7 @@ moe_distefano_2017_data = { "0.65": 0.141627, "0.75": 0.153793, "0.85": 0.218815, - "0.95": 0.255807 + "0.95": 0.255807, }, "e": { "0.05": 0.0472479, @@ -1888,8 +1888,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.00890084, @@ -1905,7 +1905,7 @@ moe_distefano_2017_data = { "0.65": 0.14486, "0.75": 0.157304, "0.85": 0.21701, - "0.95": 0.245616 + "0.95": 0.245616, }, "e": { "0.05": 0.0465507, @@ -1917,10 +1917,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "-0.6": { "f_multi": 0.2966, @@ -1932,7 +1932,7 @@ moe_distefano_2017_data = { "single_fraction": 0.744, "binary_fraction": 0.221, "triple_fraction": 0.0327, - "quadruple_fraction": 0.00323 + "quadruple_fraction": 0.00323, }, "logP": { "0.25": { @@ -1949,7 +1949,7 @@ moe_distefano_2017_data = { "0.65": 0.114958, "0.75": 0.124834, "0.85": 0.212391, - "0.95": 0.289616 + "0.95": 0.289616, }, "e": { "0.05": 1.0, @@ -1961,8 +1961,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0079293, @@ -1978,7 +1978,7 @@ moe_distefano_2017_data = { "0.65": 0.114958, "0.75": 0.124834, "0.85": 0.212391, - "0.95": 0.289616 + "0.95": 0.289616, }, "e": { "0.05": 1.0, @@ -1990,8 +1990,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0099862, @@ -2007,7 +2007,7 @@ moe_distefano_2017_data = { "0.65": 0.114958, "0.75": 0.124834, "0.85": 0.212391, - "0.95": 0.289616 + "0.95": 0.289616, }, "e": { "0.05": 0.330824, @@ -2019,8 +2019,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0126679, @@ -2036,7 +2036,7 @@ moe_distefano_2017_data = { "0.65": 0.115072, "0.75": 0.124957, "0.85": 0.212306, - "0.95": 0.289208 + "0.95": 0.289208, }, "e": { "0.05": 0.14167, @@ -2048,8 +2048,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.015974, @@ -2065,7 +2065,7 @@ moe_distefano_2017_data = { "0.65": 0.115819, "0.75": 0.125767, "0.85": 0.211751, - "0.95": 0.286531 + "0.95": 0.286531, }, "e": { "0.05": 0.0944499, @@ -2077,8 +2077,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0197824, @@ -2094,7 +2094,7 @@ moe_distefano_2017_data = { "0.65": 0.116677, "0.75": 0.1267, "0.85": 0.211113, - "0.95": 0.283448 + "0.95": 0.283448, }, "e": { "0.05": 0.0754871, @@ -2106,8 +2106,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0232327, @@ -2123,7 +2123,7 @@ moe_distefano_2017_data = { "0.65": 0.117653, "0.75": 0.12776, "0.85": 0.210387, - "0.95": 0.279947 + "0.95": 0.279947, }, "e": { "0.05": 0.0657833, @@ -2135,8 +2135,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0257603, @@ -2152,7 +2152,7 @@ moe_distefano_2017_data = { "0.65": 0.118749, "0.75": 0.12895, "0.85": 0.209572, - "0.95": 0.276015 + "0.95": 0.276015, }, "e": { "0.05": 0.0601091, @@ -2164,8 +2164,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0273216, @@ -2181,7 +2181,7 @@ moe_distefano_2017_data = { "0.65": 0.119969, "0.75": 0.130275, "0.85": 0.208665, - "0.95": 0.271635 + "0.95": 0.271635, }, "e": { "0.05": 0.0563761, @@ -2193,8 +2193,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0280418, @@ -2210,7 +2210,7 @@ moe_distefano_2017_data = { "0.65": 0.121318, "0.75": 0.13174, "0.85": 0.207662, - "0.95": 0.266795 + "0.95": 0.266795, }, "e": { "0.05": 0.0537433, @@ -2222,8 +2222,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0279726, @@ -2239,7 +2239,7 @@ moe_distefano_2017_data = { "0.65": 0.1228, "0.75": 0.133349, "0.85": 0.20656, - "0.95": 0.261477 + "0.95": 0.261477, }, "e": { "0.05": 0.0517855, @@ -2251,8 +2251,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0258458, @@ -2268,7 +2268,7 @@ moe_distefano_2017_data = { "0.65": 0.12442, "0.75": 0.135108, "0.85": 0.205356, - "0.95": 0.255665 + "0.95": 0.255665, }, "e": { "0.05": 0.0502699, @@ -2280,8 +2280,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0217923, @@ -2297,7 +2297,7 @@ moe_distefano_2017_data = { "0.65": 0.126182, "0.75": 0.137022, "0.85": 0.204045, - "0.95": 0.249342 + "0.95": 0.249342, }, "e": { "0.05": 0.0490604, @@ -2309,8 +2309,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0179368, @@ -2326,7 +2326,7 @@ moe_distefano_2017_data = { "0.65": 0.128092, "0.75": 0.139095, "0.85": 0.202625, - "0.95": 0.242489 + "0.95": 0.242489, }, "e": { "0.05": 0.0480717, @@ -2338,8 +2338,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0144622, @@ -2355,7 +2355,7 @@ moe_distefano_2017_data = { "0.65": 0.130155, "0.75": 0.141336, "0.85": 0.201091, - "0.95": 0.235086 + "0.95": 0.235086, }, "e": { "0.05": 0.0472479, @@ -2367,8 +2367,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.0114827, @@ -2384,7 +2384,7 @@ moe_distefano_2017_data = { "0.65": 0.132881, "0.75": 0.144296, "0.85": 0.199064, - "0.95": 0.225305 + "0.95": 0.225305, }, "e": { "0.05": 0.0465507, @@ -2396,10 +2396,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "-0.5": { "f_multi": 0.3331, @@ -2411,7 +2411,7 @@ moe_distefano_2017_data = { "single_fraction": 0.717, "binary_fraction": 0.239, "triple_fraction": 0.0398, - "quadruple_fraction": 0.00442 + "quadruple_fraction": 0.00442, }, "logP": { "0.25": { @@ -2428,7 +2428,7 @@ moe_distefano_2017_data = { "0.65": 0.110674, "0.75": 0.120181, "0.85": 0.204475, - "0.95": 0.278822 + "0.95": 0.278822, }, "e": { "0.05": 1.0, @@ -2440,8 +2440,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.00885455, @@ -2457,7 +2457,7 @@ moe_distefano_2017_data = { "0.65": 0.110674, "0.75": 0.120181, "0.85": 0.204475, - "0.95": 0.278822 + "0.95": 0.278822, }, "e": { "0.05": 1.0, @@ -2469,8 +2469,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0111089, @@ -2486,7 +2486,7 @@ moe_distefano_2017_data = { "0.65": 0.110674, "0.75": 0.120181, "0.85": 0.204475, - "0.95": 0.278822 + "0.95": 0.278822, }, "e": { "0.05": 0.330824, @@ -2498,8 +2498,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0140363, @@ -2515,7 +2515,7 @@ moe_distefano_2017_data = { "0.65": 0.110779, "0.75": 0.120295, "0.85": 0.204386, - "0.95": 0.278419 + "0.95": 0.278419, }, "e": { "0.05": 0.14167, @@ -2527,8 +2527,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0176421, @@ -2544,7 +2544,7 @@ moe_distefano_2017_data = { "0.65": 0.111471, "0.75": 0.121046, "0.85": 0.203802, - "0.95": 0.275774 + "0.95": 0.275774, }, "e": { "0.05": 0.0944499, @@ -2556,8 +2556,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0218066, @@ -2573,7 +2573,7 @@ moe_distefano_2017_data = { "0.65": 0.112266, "0.75": 0.12191, "0.85": 0.203131, - "0.95": 0.272732 + "0.95": 0.272732, }, "e": { "0.05": 0.0754871, @@ -2585,8 +2585,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0255986, @@ -2602,7 +2602,7 @@ moe_distefano_2017_data = { "0.65": 0.113169, "0.75": 0.12289, "0.85": 0.202369, - "0.95": 0.269278 + "0.95": 0.269278, }, "e": { "0.05": 0.0657833, @@ -2614,8 +2614,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0284096, @@ -2631,7 +2631,7 @@ moe_distefano_2017_data = { "0.65": 0.114183, "0.75": 0.123991, "0.85": 0.201513, - "0.95": 0.265401 + "0.95": 0.265401, }, "e": { "0.05": 0.0601091, @@ -2643,8 +2643,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.030199, @@ -2660,7 +2660,7 @@ moe_distefano_2017_data = { "0.65": 0.11531, "0.75": 0.125216, "0.85": 0.200562, - "0.95": 0.261087 + "0.95": 0.261087, }, "e": { "0.05": 0.0563761, @@ -2672,8 +2672,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0311079, @@ -2689,7 +2689,7 @@ moe_distefano_2017_data = { "0.65": 0.116556, "0.75": 0.126568, "0.85": 0.199511, - "0.95": 0.256322 + "0.95": 0.256322, }, "e": { "0.05": 0.0537433, @@ -2701,8 +2701,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0312564, @@ -2718,7 +2718,7 @@ moe_distefano_2017_data = { "0.65": 0.117923, "0.75": 0.128053, "0.85": 0.198357, - "0.95": 0.251093 + "0.95": 0.251093, }, "e": { "0.05": 0.0517855, @@ -2730,8 +2730,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0292117, @@ -2747,7 +2747,7 @@ moe_distefano_2017_data = { "0.65": 0.119416, "0.75": 0.129674, "0.85": 0.197097, - "0.95": 0.245383 + "0.95": 0.245383, }, "e": { "0.05": 0.0502699, @@ -2759,8 +2759,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0249526, @@ -2776,7 +2776,7 @@ moe_distefano_2017_data = { "0.65": 0.121039, "0.75": 0.131436, "0.85": 0.195727, - "0.95": 0.239178 + "0.95": 0.239178, }, "e": { "0.05": 0.0490604, @@ -2788,8 +2788,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0208476, @@ -2805,7 +2805,7 @@ moe_distefano_2017_data = { "0.65": 0.122795, "0.75": 0.133343, "0.85": 0.194246, - "0.95": 0.232461 + "0.95": 0.232461, }, "e": { "0.05": 0.0480717, @@ -2817,8 +2817,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0170785, @@ -2834,7 +2834,7 @@ moe_distefano_2017_data = { "0.65": 0.124689, "0.75": 0.1354, "0.85": 0.192647, - "0.95": 0.225214 + "0.95": 0.225214, }, "e": { "0.05": 0.0472479, @@ -2846,8 +2846,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.0137828, @@ -2863,7 +2863,7 @@ moe_distefano_2017_data = { "0.65": 0.127189, "0.75": 0.138115, "0.85": 0.190537, - "0.95": 0.215654 + "0.95": 0.215654, }, "e": { "0.05": 0.0465507, @@ -2875,10 +2875,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "-0.4": { "f_multi": 0.3728, @@ -2890,7 +2890,7 @@ moe_distefano_2017_data = { "single_fraction": 0.689, "binary_fraction": 0.257, "triple_fraction": 0.0479, - "quadruple_fraction": 0.00595 + "quadruple_fraction": 0.00595, }, "logP": { "0.25": { @@ -2907,7 +2907,7 @@ moe_distefano_2017_data = { "0.65": 0.107953, "0.75": 0.117226, "0.85": 0.199448, - "0.95": 0.271967 + "0.95": 0.271967, }, "e": { "0.05": 1.0, @@ -2919,8 +2919,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.00989926, @@ -2936,7 +2936,7 @@ moe_distefano_2017_data = { "0.65": 0.107953, "0.75": 0.117226, "0.85": 0.199448, - "0.95": 0.271967 + "0.95": 0.271967, }, "e": { "0.05": 1.0, @@ -2948,8 +2948,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0124064, @@ -2965,7 +2965,7 @@ moe_distefano_2017_data = { "0.65": 0.107953, "0.75": 0.117226, "0.85": 0.199448, - "0.95": 0.271967 + "0.95": 0.271967, }, "e": { "0.05": 0.330824, @@ -2977,8 +2977,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0156363, @@ -2994,7 +2994,7 @@ moe_distefano_2017_data = { "0.65": 0.108053, "0.75": 0.117335, "0.85": 0.199357, - "0.95": 0.271568 + "0.95": 0.271568, }, "e": { "0.05": 0.14167, @@ -3006,8 +3006,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0195932, @@ -3023,7 +3023,7 @@ moe_distefano_2017_data = { "0.65": 0.108711, "0.75": 0.118049, "0.85": 0.198757, - "0.95": 0.268947 + "0.95": 0.268947, }, "e": { "0.05": 0.0944499, @@ -3035,8 +3035,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0241514, @@ -3052,7 +3052,7 @@ moe_distefano_2017_data = { "0.65": 0.109467, "0.75": 0.118871, "0.85": 0.198067, - "0.95": 0.265933 + "0.95": 0.265933, }, "e": { "0.05": 0.0754871, @@ -3064,8 +3064,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0283117, @@ -3081,7 +3081,7 @@ moe_distefano_2017_data = { "0.65": 0.110326, "0.75": 0.119803, "0.85": 0.197285, - "0.95": 0.262512 + "0.95": 0.262512, }, "e": { "0.05": 0.0657833, @@ -3093,8 +3093,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0314205, @@ -3110,7 +3110,7 @@ moe_distefano_2017_data = { "0.65": 0.111289, "0.75": 0.120849, "0.85": 0.196406, - "0.95": 0.258675 + "0.95": 0.258675, }, "e": { "0.05": 0.0601091, @@ -3122,8 +3122,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0334328, @@ -3139,7 +3139,7 @@ moe_distefano_2017_data = { "0.65": 0.11236, "0.75": 0.122012, "0.85": 0.19543, - "0.95": 0.254406 + "0.95": 0.254406, }, "e": { "0.05": 0.0563761, @@ -3151,8 +3151,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0344995, @@ -3168,7 +3168,7 @@ moe_distefano_2017_data = { "0.65": 0.113542, "0.75": 0.123296, "0.85": 0.194352, - "0.95": 0.249695 + "0.95": 0.249695, }, "e": { "0.05": 0.0537433, @@ -3180,8 +3180,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0347989, @@ -3197,7 +3197,7 @@ moe_distefano_2017_data = { "0.65": 0.11484, "0.75": 0.124704, "0.85": 0.193169, - "0.95": 0.244526 + "0.95": 0.244526, }, "e": { "0.05": 0.0517855, @@ -3209,8 +3209,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0327644, @@ -3226,7 +3226,7 @@ moe_distefano_2017_data = { "0.65": 0.116255, "0.75": 0.126241, "0.85": 0.191879, - "0.95": 0.238886 + "0.95": 0.238886, }, "e": { "0.05": 0.0502699, @@ -3238,8 +3238,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0282525, @@ -3255,7 +3255,7 @@ moe_distefano_2017_data = { "0.65": 0.117792, "0.75": 0.127911, "0.85": 0.190477, - "0.95": 0.232762 + "0.95": 0.232762, }, "e": { "0.05": 0.0490604, @@ -3267,8 +3267,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0238438, @@ -3284,7 +3284,7 @@ moe_distefano_2017_data = { "0.65": 0.119455, "0.75": 0.129716, "0.85": 0.188961, - "0.95": 0.226137 + "0.95": 0.226137, }, "e": { "0.05": 0.0480717, @@ -3296,8 +3296,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0197285, @@ -3313,7 +3313,7 @@ moe_distefano_2017_data = { "0.65": 0.121246, "0.75": 0.131662, "0.85": 0.187328, - "0.95": 0.218996 + "0.95": 0.218996, }, "e": { "0.05": 0.0472479, @@ -3325,8 +3325,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.0160713, @@ -3342,7 +3342,7 @@ moe_distefano_2017_data = { "0.65": 0.123609, "0.75": 0.134227, "0.85": 0.185174, - "0.95": 0.209583 + "0.95": 0.209583, }, "e": { "0.05": 0.0465507, @@ -3354,10 +3354,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "-0.3": { "f_multi": 0.416, @@ -3369,7 +3369,7 @@ moe_distefano_2017_data = { "single_fraction": 0.66, "binary_fraction": 0.275, "triple_fraction": 0.0571, - "quadruple_fraction": 0.00792 + "quadruple_fraction": 0.00792, }, "logP": { "0.25": { @@ -3386,7 +3386,7 @@ moe_distefano_2017_data = { "0.65": 0.102825, "0.75": 0.10819, "0.85": 0.179649, - "0.95": 0.248808 + "0.95": 0.248808, }, "e": { "0.05": 1.0, @@ -3398,8 +3398,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0110317, @@ -3415,7 +3415,7 @@ moe_distefano_2017_data = { "0.65": 0.102825, "0.75": 0.10819, "0.85": 0.179649, - "0.95": 0.248808 + "0.95": 0.248808, }, "e": { "0.05": 1.0, @@ -3427,8 +3427,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.013836, @@ -3444,7 +3444,7 @@ moe_distefano_2017_data = { "0.65": 0.102825, "0.75": 0.10819, "0.85": 0.179649, - "0.95": 0.248808 + "0.95": 0.248808, }, "e": { "0.05": 0.330824, @@ -3456,8 +3456,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0174164, @@ -3473,7 +3473,7 @@ moe_distefano_2017_data = { "0.65": 0.103186, "0.75": 0.10857, "0.85": 0.179244, - "0.95": 0.247203 + "0.95": 0.247203, }, "e": { "0.05": 0.14167, @@ -3485,8 +3485,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0217719, @@ -3502,7 +3502,7 @@ moe_distefano_2017_data = { "0.65": 0.103798, "0.75": 0.109215, "0.85": 0.17856, - "0.95": 0.244485 + "0.95": 0.244485, }, "e": { "0.05": 0.0944499, @@ -3514,8 +3514,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0267649, @@ -3531,7 +3531,7 @@ moe_distefano_2017_data = { "0.65": 0.104622, "0.75": 0.11008, "0.85": 0.177639, - "0.95": 0.24083 + "0.95": 0.24083, }, "e": { "0.05": 0.0754871, @@ -3543,8 +3543,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0313318, @@ -3560,7 +3560,7 @@ moe_distefano_2017_data = { "0.65": 0.105565, "0.75": 0.111074, "0.85": 0.176584, - "0.95": 0.236639 + "0.95": 0.236639, }, "e": { "0.05": 0.0657833, @@ -3572,8 +3572,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0347721, @@ -3589,7 +3589,7 @@ moe_distefano_2017_data = { "0.65": 0.106473, "0.75": 0.112029, "0.85": 0.175569, - "0.95": 0.232609 + "0.95": 0.232609, }, "e": { "0.05": 0.0601091, @@ -3601,8 +3601,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.037028, @@ -3618,7 +3618,7 @@ moe_distefano_2017_data = { "0.65": 0.107651, "0.75": 0.113268, "0.85": 0.174252, - "0.95": 0.22738 + "0.95": 0.22738, }, "e": { "0.05": 0.0563761, @@ -3630,8 +3630,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0382512, @@ -3647,7 +3647,7 @@ moe_distefano_2017_data = { "0.65": 0.108764, "0.75": 0.114439, "0.85": 0.173007, - "0.95": 0.222436 + "0.95": 0.222436, }, "e": { "0.05": 0.0537433, @@ -3659,8 +3659,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.038664, @@ -3676,7 +3676,7 @@ moe_distefano_2017_data = { "0.65": 0.110188, "0.75": 0.115938, "0.85": 0.171414, - "0.95": 0.216113 + "0.95": 0.216113, }, "e": { "0.05": 0.0517855, @@ -3688,8 +3688,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0365901, @@ -3705,7 +3705,7 @@ moe_distefano_2017_data = { "0.65": 0.11175, "0.75": 0.117582, "0.85": 0.169668, - "0.95": 0.209176 + "0.95": 0.209176, }, "e": { "0.05": 0.0502699, @@ -3717,8 +3717,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0317898, @@ -3734,7 +3734,7 @@ moe_distefano_2017_data = { "0.65": 0.113203, "0.75": 0.119109, "0.85": 0.168044, - "0.95": 0.202729 + "0.95": 0.202729, }, "e": { "0.05": 0.0490604, @@ -3746,8 +3746,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.027027, @@ -3763,7 +3763,7 @@ moe_distefano_2017_data = { "0.65": 0.115188, "0.75": 0.121199, "0.85": 0.165823, - "0.95": 0.193911 + "0.95": 0.193911, }, "e": { "0.05": 0.0480717, @@ -3775,8 +3775,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0225091, @@ -3792,7 +3792,7 @@ moe_distefano_2017_data = { "0.65": 0.117274, "0.75": 0.123393, "0.85": 0.163491, - "0.95": 0.184652 + "0.95": 0.184652, }, "e": { "0.05": 0.0472479, @@ -3804,8 +3804,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.0184345, @@ -3821,7 +3821,7 @@ moe_distefano_2017_data = { "0.65": 0.119072, "0.75": 0.124478, "0.85": 0.158471, - "0.95": 0.171498 + "0.95": 0.171498, }, "e": { "0.05": 0.0465507, @@ -3833,10 +3833,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "-0.2": { "f_multi": 0.4591, @@ -3848,7 +3848,7 @@ moe_distefano_2017_data = { "single_fraction": 0.632, "binary_fraction": 0.29, "triple_fraction": 0.0667, - "quadruple_fraction": 0.0102 + "quadruple_fraction": 0.0102, }, "logP": { "0.25": { @@ -3865,7 +3865,7 @@ moe_distefano_2017_data = { "0.65": 0.096017, "0.75": 0.0964256, "0.85": 0.154054, - "0.95": 0.218749 + "0.95": 0.218749, }, "e": { "0.05": 1.0, @@ -3877,8 +3877,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0119901, @@ -3894,7 +3894,7 @@ moe_distefano_2017_data = { "0.65": 0.096017, "0.75": 0.0964256, "0.85": 0.154054, - "0.95": 0.218749 + "0.95": 0.218749, }, "e": { "0.05": 1.0, @@ -3906,8 +3906,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0146919, @@ -3923,7 +3923,7 @@ moe_distefano_2017_data = { "0.65": 0.096017, "0.75": 0.0964256, "0.85": 0.154054, - "0.95": 0.218749 + "0.95": 0.218749, }, "e": { "0.05": 0.330824, @@ -3935,8 +3935,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0182615, @@ -3952,7 +3952,7 @@ moe_distefano_2017_data = { "0.65": 0.0966361, "0.75": 0.0970475, "0.85": 0.153181, - "0.95": 0.215578 + "0.95": 0.215578, }, "e": { "0.05": 0.14167, @@ -3964,8 +3964,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0227806, @@ -3981,7 +3981,7 @@ moe_distefano_2017_data = { "0.65": 0.0973769, "0.75": 0.0977912, "0.85": 0.152136, - "0.95": 0.211784 + "0.95": 0.211784, }, "e": { "0.05": 0.0944499, @@ -3993,8 +3993,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0281898, @@ -4010,7 +4010,7 @@ moe_distefano_2017_data = { "0.65": 0.0982431, "0.75": 0.0986613, "0.85": 0.150915, - "0.95": 0.207347 + "0.95": 0.207347, }, "e": { "0.05": 0.0754871, @@ -4022,8 +4022,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0332434, @@ -4039,7 +4039,7 @@ moe_distefano_2017_data = { "0.65": 0.0992382, "0.75": 0.0996604, "0.85": 0.149511, - "0.95": 0.202251 + "0.95": 0.202251, }, "e": { "0.05": 0.0657833, @@ -4051,8 +4051,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.037156, @@ -4068,7 +4068,7 @@ moe_distefano_2017_data = { "0.65": 0.100365, "0.75": 0.100792, "0.85": 0.147922, - "0.95": 0.196478 + "0.95": 0.196478, }, "e": { "0.05": 0.0601091, @@ -4080,8 +4080,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0399386, @@ -4097,7 +4097,7 @@ moe_distefano_2017_data = { "0.65": 0.101627, "0.75": 0.10206, "0.85": 0.146142, - "0.95": 0.190014 + "0.95": 0.190014, }, "e": { "0.05": 0.0563761, @@ -4109,8 +4109,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0418175, @@ -4126,7 +4126,7 @@ moe_distefano_2017_data = { "0.65": 0.103027, "0.75": 0.103466, "0.85": 0.144167, - "0.95": 0.182843 + "0.95": 0.182843, }, "e": { "0.05": 0.0537433, @@ -4138,8 +4138,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.043078, @@ -4155,7 +4155,7 @@ moe_distefano_2017_data = { "0.65": 0.104568, "0.75": 0.105013, "0.85": 0.141994, - "0.95": 0.174951 + "0.95": 0.174951, }, "e": { "0.05": 0.0517855, @@ -4167,8 +4167,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0414412, @@ -4184,7 +4184,7 @@ moe_distefano_2017_data = { "0.65": 0.106491, "0.75": 0.106944, "0.85": 0.139283, - "0.95": 0.165105 + "0.95": 0.165105, }, "e": { "0.05": 0.0502699, @@ -4196,8 +4196,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0363967, @@ -4213,7 +4213,7 @@ moe_distefano_2017_data = { "0.65": 0.10868, "0.75": 0.109143, "0.85": 0.136195, - "0.95": 0.153892 + "0.95": 0.153892, }, "e": { "0.05": 0.0490604, @@ -4225,8 +4225,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0314149, @@ -4242,7 +4242,7 @@ moe_distefano_2017_data = { "0.65": 0.108296, "0.75": 0.106899, "0.85": 0.126844, - "0.95": 0.136194 + "0.95": 0.136194, }, "e": { "0.05": 0.0480717, @@ -4254,8 +4254,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0266439, @@ -4271,7 +4271,7 @@ moe_distefano_2017_data = { "0.65": 0.107574, "0.75": 0.10437, "0.85": 0.117414, - "0.95": 0.118704 + "0.95": 0.118704, }, "e": { "0.05": 0.0472479, @@ -4283,8 +4283,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.0222681, @@ -4300,7 +4300,7 @@ moe_distefano_2017_data = { "0.65": 0.106519, "0.75": 0.101579, "0.85": 0.107947, - "0.95": 0.101483 + "0.95": 0.101483, }, "e": { "0.05": 0.0465507, @@ -4312,10 +4312,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "-0.1": { "f_multi": 0.4957, @@ -4327,7 +4327,7 @@ moe_distefano_2017_data = { "single_fraction": 0.61, "binary_fraction": 0.302, "triple_fraction": 0.075, - "quadruple_fraction": 0.0124 + "quadruple_fraction": 0.0124, }, "logP": { "0.25": { @@ -4344,7 +4344,7 @@ moe_distefano_2017_data = { "0.65": 0.0905761, "0.75": 0.0875482, "0.85": 0.135162, - "0.95": 0.196275 + "0.95": 0.196275, }, "e": { "0.05": 1.0, @@ -4356,8 +4356,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0129562, @@ -4373,7 +4373,7 @@ moe_distefano_2017_data = { "0.65": 0.0905761, "0.75": 0.0875482, "0.85": 0.135162, - "0.95": 0.196275 + "0.95": 0.196275, }, "e": { "0.05": 1.0, @@ -4385,8 +4385,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0159111, @@ -4402,7 +4402,7 @@ moe_distefano_2017_data = { "0.65": 0.0906967, "0.75": 0.0876651, "0.85": 0.134963, - "0.95": 0.195583 + "0.95": 0.195583, }, "e": { "0.05": 0.330824, @@ -4414,8 +4414,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0197689, @@ -4431,7 +4431,7 @@ moe_distefano_2017_data = { "0.65": 0.0913174, "0.75": 0.0882649, "0.85": 0.133937, - "0.95": 0.192028 + "0.95": 0.192028, }, "e": { "0.05": 0.14167, @@ -4443,8 +4443,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0246065, @@ -4460,7 +4460,7 @@ moe_distefano_2017_data = { "0.65": 0.0920675, "0.75": 0.0889899, "0.85": 0.132696, - "0.95": 0.187731 + "0.95": 0.187731, }, "e": { "0.05": 0.0944499, @@ -4472,8 +4472,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0303554, @@ -4489,7 +4489,7 @@ moe_distefano_2017_data = { "0.65": 0.0929508, "0.75": 0.0898436, "0.85": 0.131237, - "0.95": 0.182672 + "0.95": 0.182672, }, "e": { "0.05": 0.0754871, @@ -4501,8 +4501,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0357358, @@ -4518,7 +4518,7 @@ moe_distefano_2017_data = { "0.65": 0.0939698, "0.75": 0.0908286, "0.85": 0.129552, - "0.95": 0.176835 + "0.95": 0.176835, }, "e": { "0.05": 0.0657833, @@ -4530,8 +4530,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0399337, @@ -4547,7 +4547,7 @@ moe_distefano_2017_data = { "0.65": 0.0951273, "0.75": 0.0919474, "0.85": 0.127639, - "0.95": 0.170204 + "0.95": 0.170204, }, "e": { "0.05": 0.0601091, @@ -4559,8 +4559,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0429449, @@ -4576,7 +4576,7 @@ moe_distefano_2017_data = { "0.65": 0.0964254, "0.75": 0.0932022, "0.85": 0.125493, - "0.95": 0.162768 + "0.95": 0.162768, }, "e": { "0.05": 0.0563761, @@ -4588,8 +4588,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0449846, @@ -4605,7 +4605,7 @@ moe_distefano_2017_data = { "0.65": 0.097866, "0.75": 0.0945944, "0.85": 0.123112, - "0.95": 0.154517 + "0.95": 0.154517, }, "e": { "0.05": 0.0537433, @@ -4617,8 +4617,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0463467, @@ -4634,7 +4634,7 @@ moe_distefano_2017_data = { "0.65": 0.0997312, "0.75": 0.0963973, "0.85": 0.120029, - "0.95": 0.143832 + "0.95": 0.143832, }, "e": { "0.05": 0.0517855, @@ -4646,8 +4646,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0446918, @@ -4663,7 +4663,7 @@ moe_distefano_2017_data = { "0.65": 0.100655, "0.75": 0.0966634, "0.85": 0.114417, - "0.95": 0.129827 + "0.95": 0.129827, }, "e": { "0.05": 0.0502699, @@ -4675,8 +4675,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.03946, @@ -4692,7 +4692,7 @@ moe_distefano_2017_data = { "0.65": 0.0991218, "0.75": 0.0933625, "0.85": 0.104279, - "0.95": 0.111257 + "0.95": 0.111257, }, "e": { "0.05": 0.0490604, @@ -4704,8 +4704,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0342086, @@ -4721,7 +4721,7 @@ moe_distefano_2017_data = { "0.65": 0.0971981, "0.75": 0.0897915, "0.85": 0.0942432, - "0.95": 0.0932743 + "0.95": 0.0932743, }, "e": { "0.05": 0.0480717, @@ -4733,8 +4733,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0291026, @@ -4750,7 +4750,7 @@ moe_distefano_2017_data = { "0.65": 0.0949114, "0.75": 0.0859935, "0.85": 0.0843732, - "0.95": 0.075958 + "0.95": 0.075958, }, "e": { "0.05": 0.0472479, @@ -4762,8 +4762,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.0243564, @@ -4779,7 +4779,7 @@ moe_distefano_2017_data = { "0.65": 0.0922945, "0.75": 0.0820138, "0.85": 0.0747305, - "0.95": 0.0593761 + "0.95": 0.0593761, }, "e": { "0.05": 0.0465507, @@ -4791,10 +4791,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "0.0": { "f_multi": 0.5328, @@ -4806,7 +4806,7 @@ moe_distefano_2017_data = { "single_fraction": 0.588, "binary_fraction": 0.313, "triple_fraction": 0.0835, - "quadruple_fraction": 0.0148 + "quadruple_fraction": 0.0148, }, "logP": { "0.25": { @@ -4823,7 +4823,7 @@ moe_distefano_2017_data = { "0.65": 0.0858212, "0.75": 0.07988, "0.85": 0.118919, - "0.95": 0.196372 + "0.95": 0.196372, }, "e": { "0.05": 1.0, @@ -4835,8 +4835,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0139543, @@ -4852,7 +4852,7 @@ moe_distefano_2017_data = { "0.65": 0.0858212, "0.75": 0.07988, "0.85": 0.118919, - "0.95": 0.196372 + "0.95": 0.196372, }, "e": { "0.05": 1.0, @@ -4864,8 +4864,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.016745, @@ -4881,7 +4881,7 @@ moe_distefano_2017_data = { "0.65": 0.0860479, "0.75": 0.0800912, "0.85": 0.118548, - "0.95": 0.194933 + "0.95": 0.194933, }, "e": { "0.05": 0.330824, @@ -4893,8 +4893,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0205272, @@ -4910,7 +4910,7 @@ moe_distefano_2017_data = { "0.65": 0.0867158, "0.75": 0.0807125, "0.85": 0.117456, - "0.95": 0.190698 + "0.95": 0.190698, }, "e": { "0.05": 0.14167, @@ -4922,8 +4922,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0254716, @@ -4939,7 +4939,7 @@ moe_distefano_2017_data = { "0.65": 0.0875306, "0.75": 0.0814712, "0.85": 0.116123, - "0.95": 0.185529 + "0.95": 0.185529, }, "e": { "0.05": 0.0944499, @@ -4951,8 +4951,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0315933, @@ -4968,7 +4968,7 @@ moe_distefano_2017_data = { "0.65": 0.0884966, "0.75": 0.0823703, "0.85": 0.114544, - "0.95": 0.179401 + "0.95": 0.179401, }, "e": { "0.05": 0.0754871, @@ -4980,8 +4980,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0374044, @@ -4997,7 +4997,7 @@ moe_distefano_2017_data = { "0.65": 0.0896168, "0.75": 0.083413, "0.85": 0.112712, - "0.95": 0.172296 + "0.95": 0.172296, }, "e": { "0.05": 0.0657833, @@ -5009,8 +5009,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0420017, @@ -5026,7 +5026,7 @@ moe_distefano_2017_data = { "0.65": 0.0908936, "0.75": 0.0846013, "0.85": 0.110624, - "0.95": 0.164197 + "0.95": 0.164197, }, "e": { "0.05": 0.0601091, @@ -5038,8 +5038,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0454674, @@ -5055,7 +5055,7 @@ moe_distefano_2017_data = { "0.65": 0.0923287, "0.75": 0.0859372, "0.85": 0.108277, - "0.95": 0.155093 + "0.95": 0.155093, }, "e": { "0.05": 0.0563761, @@ -5067,8 +5067,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0480946, @@ -5084,7 +5084,7 @@ moe_distefano_2017_data = { "0.65": 0.0941795, "0.75": 0.0876597, "0.85": 0.105251, - "0.95": 0.143354 + "0.95": 0.143354, }, "e": { "0.05": 0.0537433, @@ -5096,8 +5096,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0502072, @@ -5113,7 +5113,7 @@ moe_distefano_2017_data = { "0.65": 0.0946849, "0.75": 0.0873739, "0.85": 0.099104, - "0.95": 0.126969 + "0.95": 0.126969, }, "e": { "0.05": 0.0517855, @@ -5125,8 +5125,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0488465, @@ -5142,7 +5142,7 @@ moe_distefano_2017_data = { "0.65": 0.0925648, "0.75": 0.0835963, "0.85": 0.0888351, - "0.95": 0.105977 + "0.95": 0.105977, }, "e": { "0.05": 0.0502699, @@ -5154,8 +5154,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0432827, @@ -5171,7 +5171,7 @@ moe_distefano_2017_data = { "0.65": 0.0900093, "0.75": 0.0795545, "0.85": 0.0787777, - "0.95": 0.0859211 + "0.95": 0.0859211, }, "e": { "0.05": 0.0490604, @@ -5183,8 +5183,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0377923, @@ -5200,7 +5200,7 @@ moe_distefano_2017_data = { "0.65": 0.0870662, "0.75": 0.0753111, "0.85": 0.0690109, - "0.95": 0.0668977 + "0.95": 0.0668977, }, "e": { "0.05": 0.0480717, @@ -5212,8 +5212,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0324921, @@ -5229,7 +5229,7 @@ moe_distefano_2017_data = { "0.65": 0.0832402, "0.75": 0.0704637, "0.85": 0.0609157, - "0.95": 0.0535263 + "0.95": 0.0535263, }, "e": { "0.05": 0.0472479, @@ -5241,8 +5241,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.02755, @@ -5258,7 +5258,7 @@ moe_distefano_2017_data = { "0.65": 0.0784915, "0.75": 0.0650248, "0.85": 0.0551633, - "0.95": 0.0476668 + "0.95": 0.0476668, }, "e": { "0.05": 0.0465507, @@ -5270,10 +5270,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "0.1": { "f_multi": 0.5582, @@ -5285,7 +5285,7 @@ moe_distefano_2017_data = { "single_fraction": 0.574, "binary_fraction": 0.32, "triple_fraction": 0.0894, - "quadruple_fraction": 0.0166 + "quadruple_fraction": 0.0166, }, "logP": { "0.25": { @@ -5302,7 +5302,7 @@ moe_distefano_2017_data = { "0.65": 0.0861367, "0.75": 0.0801739, "0.85": 0.118303, - "0.95": 0.194085 + "0.95": 0.194085, }, "e": { "0.05": 1.0, @@ -5314,8 +5314,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0169053, @@ -5331,7 +5331,7 @@ moe_distefano_2017_data = { "0.65": 0.0861367, "0.75": 0.0801739, "0.85": 0.118303, - "0.95": 0.194085 + "0.95": 0.194085, }, "e": { "0.05": 1.0, @@ -5343,8 +5343,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.019633, @@ -5360,7 +5360,7 @@ moe_distefano_2017_data = { "0.65": 0.0863577, "0.75": 0.0803588, "0.85": 0.117799, - "0.95": 0.192331 + "0.95": 0.192331, }, "e": { "0.05": 0.330824, @@ -5372,8 +5372,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0236514, @@ -5389,7 +5389,7 @@ moe_distefano_2017_data = { "0.65": 0.0870091, "0.75": 0.0809129, "0.85": 0.116372, - "0.95": 0.187306 + "0.95": 0.187306, }, "e": { "0.05": 0.14167, @@ -5401,8 +5401,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0286704, @@ -5418,7 +5418,7 @@ moe_distefano_2017_data = { "0.65": 0.0878045, "0.75": 0.0816001, "0.85": 0.114702, - "0.95": 0.181348 + "0.95": 0.181348, }, "e": { "0.05": 0.0944499, @@ -5430,8 +5430,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0347509, @@ -5447,7 +5447,7 @@ moe_distefano_2017_data = { "0.65": 0.0887249, "0.75": 0.0824023, "0.85": 0.112756, - "0.95": 0.174395 + "0.95": 0.174395, }, "e": { "0.05": 0.0754871, @@ -5459,8 +5459,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0405586, @@ -5476,7 +5476,7 @@ moe_distefano_2017_data = { "0.65": 0.089759, "0.75": 0.0833092, "0.85": 0.110515, - "0.95": 0.166413 + "0.95": 0.166413, }, "e": { "0.05": 0.0657833, @@ -5488,8 +5488,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0443595, @@ -5505,7 +5505,7 @@ moe_distefano_2017_data = { "0.65": 0.090939, "0.75": 0.08435, "0.85": 0.108017, - "0.95": 0.157457 + "0.95": 0.157457, }, "e": { "0.05": 0.0601091, @@ -5517,8 +5517,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0467016, @@ -5534,7 +5534,7 @@ moe_distefano_2017_data = { "0.65": 0.0923351, "0.75": 0.0855901, "0.85": 0.105141, - "0.95": 0.147065 + "0.95": 0.147065, }, "e": { "0.05": 0.0563761, @@ -5546,8 +5546,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0484531, @@ -5563,7 +5563,7 @@ moe_distefano_2017_data = { "0.65": 0.0941104, "0.75": 0.0871572, "0.85": 0.10145, - "0.95": 0.133783 + "0.95": 0.133783, }, "e": { "0.05": 0.0537433, @@ -5575,8 +5575,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0499774, @@ -5592,7 +5592,7 @@ moe_distefano_2017_data = { "0.65": 0.0942621, "0.75": 0.0864707, "0.85": 0.0949849, - "0.95": 0.117267 + "0.95": 0.117267, }, "e": { "0.05": 0.0517855, @@ -5604,8 +5604,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0484371, @@ -5621,7 +5621,7 @@ moe_distefano_2017_data = { "0.65": 0.0918129, "0.75": 0.0824013, "0.85": 0.0846391, - "0.95": 0.0965601 + "0.95": 0.0965601, }, "e": { "0.05": 0.0502699, @@ -5633,8 +5633,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0430633, @@ -5650,7 +5650,7 @@ moe_distefano_2017_data = { "0.65": 0.0889468, "0.75": 0.0781008, "0.85": 0.0745634, - "0.95": 0.0768828 + "0.95": 0.0768828, }, "e": { "0.05": 0.0490604, @@ -5662,8 +5662,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0378522, @@ -5679,7 +5679,7 @@ moe_distefano_2017_data = { "0.65": 0.0858179, "0.75": 0.0737594, "0.85": 0.0649722, - "0.95": 0.0584673 + "0.95": 0.0584673, }, "e": { "0.05": 0.0480717, @@ -5691,8 +5691,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0327884, @@ -5708,7 +5708,7 @@ moe_distefano_2017_data = { "0.65": 0.0813539, "0.75": 0.0684953, "0.85": 0.0589345, - "0.95": 0.0515685 + "0.95": 0.0515685, }, "e": { "0.05": 0.0472479, @@ -5720,8 +5720,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.0281551, @@ -5737,7 +5737,7 @@ moe_distefano_2017_data = { "0.65": 0.0767702, "0.75": 0.0633163, "0.85": 0.0535054, - "0.95": 0.046075 + "0.95": 0.046075, }, "e": { "0.05": 0.0465507, @@ -5749,10 +5749,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "0.2": { "f_multi": 0.5985, @@ -5764,7 +5764,7 @@ moe_distefano_2017_data = { "single_fraction": 0.551, "binary_fraction": 0.33, "triple_fraction": 0.0988, - "quadruple_fraction": 0.0197 + "quadruple_fraction": 0.0197, }, "logP": { "0.25": { @@ -5781,7 +5781,7 @@ moe_distefano_2017_data = { "0.65": 0.0863754, "0.75": 0.080396, "0.85": 0.117429, - "0.95": 0.191188 + "0.95": 0.191188, }, "e": { "0.05": 1.0, @@ -5793,8 +5793,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0204537, @@ -5810,7 +5810,7 @@ moe_distefano_2017_data = { "0.65": 0.0863754, "0.75": 0.080396, "0.85": 0.117429, - "0.95": 0.191188 + "0.95": 0.191188, }, "e": { "0.05": 1.0, @@ -5822,8 +5822,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0229392, @@ -5839,7 +5839,7 @@ moe_distefano_2017_data = { "0.65": 0.0864457, "0.75": 0.0803415, "0.85": 0.116479, - "0.95": 0.188679 + "0.95": 0.188679, }, "e": { "0.05": 0.330824, @@ -5851,8 +5851,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0270067, @@ -5868,7 +5868,7 @@ moe_distefano_2017_data = { "0.65": 0.0867084, "0.75": 0.0802853, "0.85": 0.113932, - "0.95": 0.181764 + "0.95": 0.181764, }, "e": { "0.05": 0.14167, @@ -5880,8 +5880,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0320537, @@ -5897,7 +5897,7 @@ moe_distefano_2017_data = { "0.65": 0.0870946, "0.75": 0.0803424, "0.85": 0.111128, - "0.95": 0.173916 + "0.95": 0.173916, }, "e": { "0.05": 0.0944499, @@ -5909,8 +5909,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0382616, @@ -5926,7 +5926,7 @@ moe_distefano_2017_data = { "0.65": 0.0874723, "0.75": 0.08039, "0.85": 0.107901, - "0.95": 0.164875 + "0.95": 0.164875, }, "e": { "0.05": 0.0754871, @@ -5938,8 +5938,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0443902, @@ -5955,7 +5955,7 @@ moe_distefano_2017_data = { "0.65": 0.0877535, "0.75": 0.0803479, "0.85": 0.104162, - "0.95": 0.154535 + "0.95": 0.154535, }, "e": { "0.05": 0.0657833, @@ -5967,8 +5967,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0475738, @@ -5984,7 +5984,7 @@ moe_distefano_2017_data = { "0.65": 0.0881175, "0.75": 0.0803807, "0.85": 0.100151, - "0.95": 0.143282 + "0.95": 0.143282, }, "e": { "0.05": 0.0601091, @@ -5996,8 +5996,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0488935, @@ -6013,7 +6013,7 @@ moe_distefano_2017_data = { "0.65": 0.0888436, "0.75": 0.080741, "0.85": 0.0953371, - "0.95": 0.129155 + "0.95": 0.129155, }, "e": { "0.05": 0.0563761, @@ -6025,8 +6025,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0499281, @@ -6042,7 +6042,7 @@ moe_distefano_2017_data = { "0.65": 0.0892678, "0.75": 0.0807035, "0.85": 0.0899153, - "0.95": 0.114105 + "0.95": 0.114105, }, "e": { "0.05": 0.0537433, @@ -6054,8 +6054,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0511126, @@ -6071,7 +6071,7 @@ moe_distefano_2017_data = { "0.65": 0.0878347, "0.75": 0.0783152, "0.85": 0.0818628, - "0.95": 0.0962899 + "0.95": 0.0962899, }, "e": { "0.05": 0.0517855, @@ -6083,8 +6083,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0496056, @@ -6100,7 +6100,7 @@ moe_distefano_2017_data = { "0.65": 0.0841719, "0.75": 0.0733109, "0.85": 0.0711807, - "0.95": 0.0761018 + "0.95": 0.0761018, }, "e": { "0.05": 0.0502699, @@ -6112,8 +6112,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0445755, @@ -6129,7 +6129,7 @@ moe_distefano_2017_data = { "0.65": 0.080209, "0.75": 0.0682401, "0.85": 0.0610367, - "0.95": 0.057366 + "0.95": 0.057366, }, "e": { "0.05": 0.0490604, @@ -6141,8 +6141,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0395022, @@ -6158,7 +6158,7 @@ moe_distefano_2017_data = { "0.65": 0.0759424, "0.75": 0.063301, "0.85": 0.05399, - "0.95": 0.0468761 + "0.95": 0.0468761, }, "e": { "0.05": 0.0480717, @@ -6170,8 +6170,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0345252, @@ -6187,7 +6187,7 @@ moe_distefano_2017_data = { "0.65": 0.0721292, "0.75": 0.0591689, "0.85": 0.0497659, - "0.95": 0.0426763 + "0.95": 0.0426763, }, "e": { "0.05": 0.0472479, @@ -6199,8 +6199,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.0300381, @@ -6216,7 +6216,7 @@ moe_distefano_2017_data = { "0.65": 0.0683581, "0.75": 0.0551857, "0.85": 0.0457719, - "0.95": 0.0387677 + "0.95": 0.0387677, }, "e": { "0.05": 0.0465507, @@ -6228,10 +6228,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "0.3": { "f_multi": 0.6521, @@ -6243,7 +6243,7 @@ moe_distefano_2017_data = { "single_fraction": 0.523, "binary_fraction": 0.341, "triple_fraction": 0.111, - "quadruple_fraction": 0.0242 + "quadruple_fraction": 0.0242, }, "logP": { "0.25": { @@ -6260,7 +6260,7 @@ moe_distefano_2017_data = { "0.65": 0.0866619, "0.75": 0.0806625, "0.85": 0.116466, - "0.95": 0.187959 + "0.95": 0.187959, }, "e": { "0.05": 1.0, @@ -6272,8 +6272,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0249163, @@ -6289,7 +6289,7 @@ moe_distefano_2017_data = { "0.65": 0.0866619, "0.75": 0.0806625, "0.85": 0.116466, - "0.95": 0.187959 + "0.95": 0.187959, }, "e": { "0.05": 1.0, @@ -6301,8 +6301,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0269927, @@ -6318,7 +6318,7 @@ moe_distefano_2017_data = { "0.65": 0.0865832, "0.75": 0.0803698, "0.85": 0.115058, - "0.95": 0.184655 + "0.95": 0.184655, }, "e": { "0.05": 0.330824, @@ -6330,8 +6330,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0308698, @@ -6347,7 +6347,7 @@ moe_distefano_2017_data = { "0.65": 0.0864569, "0.75": 0.0797068, "0.85": 0.111353, - "0.95": 0.175735 + "0.95": 0.175735, }, "e": { "0.05": 0.14167, @@ -6359,8 +6359,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0358858, @@ -6376,7 +6376,7 @@ moe_distefano_2017_data = { "0.65": 0.0864267, "0.75": 0.0791374, "0.85": 0.107376, - "0.95": 0.165869 + "0.95": 0.165869, }, "e": { "0.05": 0.0944499, @@ -6388,8 +6388,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.0424106, @@ -6405,7 +6405,7 @@ moe_distefano_2017_data = { "0.65": 0.0862376, "0.75": 0.0784269, "0.85": 0.102825, - "0.95": 0.154606 + "0.95": 0.154606, }, "e": { "0.05": 0.0754871, @@ -6417,8 +6417,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0491708, @@ -6434,7 +6434,7 @@ moe_distefano_2017_data = { "0.65": 0.0857078, "0.75": 0.0774149, "0.85": 0.0975396, - "0.95": 0.141769 + "0.95": 0.141769, }, "e": { "0.05": 0.0657833, @@ -6446,8 +6446,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0519035, @@ -6463,7 +6463,7 @@ moe_distefano_2017_data = { "0.65": 0.0853612, "0.75": 0.0765775, "0.85": 0.0916029, - "0.95": 0.126754 + "0.95": 0.126754, }, "e": { "0.05": 0.0601091, @@ -6475,8 +6475,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0521696, @@ -6492,7 +6492,7 @@ moe_distefano_2017_data = { "0.65": 0.0850431, "0.75": 0.0757728, "0.85": 0.0852653, - "0.95": 0.110526 + "0.95": 0.110526, }, "e": { "0.05": 0.0563761, @@ -6504,8 +6504,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0524794, @@ -6521,7 +6521,7 @@ moe_distefano_2017_data = { "0.65": 0.0839614, "0.75": 0.0740972, "0.85": 0.0781842, - "0.95": 0.0938714 + "0.95": 0.0938714, }, "e": { "0.05": 0.0537433, @@ -6533,8 +6533,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0533019, @@ -6550,7 +6550,7 @@ moe_distefano_2017_data = { "0.65": 0.08082, "0.75": 0.0700388, "0.85": 0.0687338, - "0.95": 0.0751081 + "0.95": 0.0751081, }, "e": { "0.05": 0.0517855, @@ -6562,8 +6562,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0518321, @@ -6579,7 +6579,7 @@ moe_distefano_2017_data = { "0.65": 0.0759913, "0.75": 0.0642281, "0.85": 0.0579301, - "0.95": 0.0557507 + "0.95": 0.0557507, }, "e": { "0.05": 0.0502699, @@ -6591,8 +6591,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0470627, @@ -6608,7 +6608,7 @@ moe_distefano_2017_data = { "0.65": 0.0706393, "0.75": 0.0582298, "0.85": 0.0491846, - "0.95": 0.0423374 + "0.95": 0.0423374, }, "e": { "0.05": 0.0490604, @@ -6620,8 +6620,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0420557, @@ -6637,7 +6637,7 @@ moe_distefano_2017_data = { "0.65": 0.0658233, "0.75": 0.053209, "0.85": 0.0441829, - "0.95": 0.0374598 + "0.95": 0.0374598, }, "e": { "0.05": 0.0480717, @@ -6649,8 +6649,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0370681, @@ -6666,7 +6666,7 @@ moe_distefano_2017_data = { "0.65": 0.0628095, "0.75": 0.0501995, "0.85": 0.0412731, - "0.95": 0.0346863 + "0.95": 0.0346863, }, "e": { "0.05": 0.0472479, @@ -6678,8 +6678,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.0326202, @@ -6695,7 +6695,7 @@ moe_distefano_2017_data = { "0.65": 0.0598419, "0.75": 0.0472881, "0.85": 0.0384958, - "0.95": 0.0320687 + "0.95": 0.0320687, }, "e": { "0.05": 0.0465507, @@ -6707,10 +6707,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "0.4": { "f_multi": 0.725, @@ -6722,7 +6722,7 @@ moe_distefano_2017_data = { "single_fraction": 0.487, "binary_fraction": 0.353, "triple_fraction": 0.128, - "quadruple_fraction": 0.031 + "quadruple_fraction": 0.031, }, "logP": { "0.25": { @@ -6739,7 +6739,7 @@ moe_distefano_2017_data = { "0.65": 0.0869962, "0.75": 0.0809738, "0.85": 0.115414, - "0.95": 0.184396 + "0.95": 0.184396, }, "e": { "0.05": 1.0, @@ -6751,8 +6751,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0305325, @@ -6768,7 +6768,7 @@ moe_distefano_2017_data = { "0.65": 0.0869962, "0.75": 0.0809738, "0.85": 0.115414, - "0.95": 0.184396 + "0.95": 0.184396, }, "e": { "0.05": 1.0, @@ -6780,8 +6780,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0320159, @@ -6797,7 +6797,7 @@ moe_distefano_2017_data = { "0.65": 0.0867758, "0.75": 0.0804489, "0.85": 0.113524, - "0.95": 0.180216 + "0.95": 0.180216, }, "e": { "0.05": 0.330824, @@ -6809,8 +6809,8 @@ moe_distefano_2017_data = { "0.65": 0.057533, "0.75": 0.00687094, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0353915, @@ -6826,7 +6826,7 @@ moe_distefano_2017_data = { "0.65": 0.0862747, "0.75": 0.0791956, "0.85": 0.108593, - "0.95": 0.169067 + "0.95": 0.169067, }, "e": { "0.05": 0.14167, @@ -6838,8 +6838,8 @@ moe_distefano_2017_data = { "0.65": 0.12234, "0.75": 0.0809714, "0.85": 0.0210788, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.040297, @@ -6855,7 +6855,7 @@ moe_distefano_2017_data = { "0.65": 0.0858384, "0.75": 0.0780177, "0.85": 0.103368, - "0.95": 0.156923 + "0.95": 0.156923, }, "e": { "0.05": 0.0944499, @@ -6867,8 +6867,8 @@ moe_distefano_2017_data = { "0.65": 0.127994, "0.75": 0.112768, "0.85": 0.0563073, - "0.95": 0.00621564 - } + "0.95": 0.00621564, + }, }, "2.75": { "periodfrac": 0.047394, @@ -6884,7 +6884,7 @@ moe_distefano_2017_data = { "0.65": 0.0850762, "0.75": 0.076562, "0.85": 0.0974101, - "0.95": 0.143159 + "0.95": 0.143159, }, "e": { "0.05": 0.0754871, @@ -6896,8 +6896,8 @@ moe_distefano_2017_data = { "0.65": 0.13039, "0.75": 0.123258, "0.85": 0.0725423, - "0.95": 0.0163158 - } + "0.95": 0.0163158, + }, }, "3.25": { "periodfrac": 0.0552371, @@ -6913,7 +6913,7 @@ moe_distefano_2017_data = { "0.65": 0.0838105, "0.75": 0.0746782, "0.85": 0.0902578, - "0.95": 0.12671 + "0.95": 0.12671, }, "e": { "0.05": 0.0657833, @@ -6925,8 +6925,8 @@ moe_distefano_2017_data = { "0.65": 0.132341, "0.75": 0.127869, "0.85": 0.0804725, - "0.95": 0.0226993 - } + "0.95": 0.0226993, + }, }, "3.75": { "periodfrac": 0.0577673, @@ -6942,7 +6942,7 @@ moe_distefano_2017_data = { "0.65": 0.0825831, "0.75": 0.0728582, "0.85": 0.0824719, - "0.95": 0.108308 + "0.95": 0.108308, }, "e": { "0.05": 0.0601091, @@ -6954,8 +6954,8 @@ moe_distefano_2017_data = { "0.65": 0.133797, "0.75": 0.13029, "0.85": 0.0845054, - "0.95": 0.0260463 - } + "0.95": 0.0260463, + }, }, "4.25": { "periodfrac": 0.0570371, @@ -6971,7 +6971,7 @@ moe_distefano_2017_data = { "0.65": 0.0810291, "0.75": 0.0707813, "0.85": 0.0748087, - "0.95": 0.0906729 + "0.95": 0.0906729, }, "e": { "0.05": 0.0563761, @@ -6983,8 +6983,8 @@ moe_distefano_2017_data = { "0.65": 0.135029, "0.75": 0.131961, "0.85": 0.086745, - "0.95": 0.0278885 - } + "0.95": 0.0278885, + }, }, "4.75": { "periodfrac": 0.0567247, @@ -7000,7 +7000,7 @@ moe_distefano_2017_data = { "0.65": 0.0783273, "0.75": 0.0674768, "0.85": 0.0661952, - "0.95": 0.0726518 + "0.95": 0.0726518, }, "e": { "0.05": 0.0537433, @@ -7012,8 +7012,8 @@ moe_distefano_2017_data = { "0.65": 0.136076, "0.75": 0.133203, "0.85": 0.088098, - "0.95": 0.0288651 - } + "0.95": 0.0288651, + }, }, "5.25": { "periodfrac": 0.0572643, @@ -7029,7 +7029,7 @@ moe_distefano_2017_data = { "0.65": 0.0734297, "0.75": 0.0618479, "0.85": 0.0556217, - "0.95": 0.0534182 + "0.95": 0.0534182, }, "e": { "0.05": 0.0517855, @@ -7041,8 +7041,8 @@ moe_distefano_2017_data = { "0.65": 0.136956, "0.75": 0.134167, "0.85": 0.0889851, - "0.95": 0.0294067 - } + "0.95": 0.0294067, + }, }, "5.75": { "periodfrac": 0.0555714, @@ -7058,7 +7058,7 @@ moe_distefano_2017_data = { "0.65": 0.0671185, "0.75": 0.0550501, "0.85": 0.0462953, - "0.95": 0.0396953 + "0.95": 0.0396953, }, "e": { "0.05": 0.0502699, @@ -7070,8 +7070,8 @@ moe_distefano_2017_data = { "0.65": 0.137694, "0.75": 0.134937, "0.85": 0.0896122, - "0.95": 0.0297304 - } + "0.95": 0.0297304, + }, }, "6.25": { "periodfrac": 0.0509858, @@ -7087,7 +7087,7 @@ moe_distefano_2017_data = { "0.65": 0.0606017, "0.75": 0.0484006, "0.85": 0.0397695, - "0.95": 0.0334042 + "0.95": 0.0334042, }, "e": { "0.05": 0.0490604, @@ -7099,8 +7099,8 @@ moe_distefano_2017_data = { "0.65": 0.138314, "0.75": 0.135567, "0.85": 0.0900846, - "0.95": 0.0299411 - } + "0.95": 0.0299411, + }, }, "6.75": { "periodfrac": 0.0461401, @@ -7116,7 +7116,7 @@ moe_distefano_2017_data = { "0.65": 0.0559071, "0.75": 0.0438268, "0.85": 0.0354298, - "0.95": 0.0293322 + "0.95": 0.0293322, }, "e": { "0.05": 0.0480717, @@ -7128,8 +7128,8 @@ moe_distefano_2017_data = { "0.65": 0.138838, "0.75": 0.136092, "0.85": 0.0904586, - "0.95": 0.0300905 - } + "0.95": 0.0300905, + }, }, "7.25": { "periodfrac": 0.0409612, @@ -7145,7 +7145,7 @@ moe_distefano_2017_data = { "0.65": 0.0536523, "0.75": 0.041778, "0.85": 0.0335766, - "0.95": 0.0276539 + "0.95": 0.0276539, }, "e": { "0.05": 0.0472479, @@ -7157,8 +7157,8 @@ moe_distefano_2017_data = { "0.65": 0.139286, "0.75": 0.136535, "0.85": 0.0907653, - "0.95": 0.0302046 - } + "0.95": 0.0302046, + }, }, "7.75": { "periodfrac": 0.0363996, @@ -7174,7 +7174,7 @@ moe_distefano_2017_data = { "0.65": 0.0514252, "0.75": 0.0397764, "0.85": 0.0317814, - "0.95": 0.0260398 + "0.95": 0.0260398, }, "e": { "0.05": 0.0465507, @@ -7186,10 +7186,10 @@ moe_distefano_2017_data = { "0.65": 0.139672, "0.75": 0.136916, "0.85": 0.0910235, - "0.95": 0.0302959 - } - } - } + "0.95": 0.0302959, + }, + }, + }, }, "0.5": { "f_multi": 0.8224, @@ -7201,7 +7201,7 @@ moe_distefano_2017_data = { "single_fraction": 0.444, "binary_fraction": 0.365, "triple_fraction": 0.15, - "quadruple_fraction": 0.0411 + "quadruple_fraction": 0.0411, }, "logP": { "0.25": { @@ -7218,7 +7218,7 @@ moe_distefano_2017_data = { "0.65": 0.0873785, "0.75": 0.0813294, "0.85": 0.114273, - "0.95": 0.180494 + "0.95": 0.180494, }, "e": { "0.05": 1.0, @@ -7230,8 +7230,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0373435, @@ -7247,7 +7247,7 @@ moe_distefano_2017_data = { "0.65": 0.0873785, "0.75": 0.0813294, "0.85": 0.114273, - "0.95": 0.180494 + "0.95": 0.180494, }, "e": { "0.05": 1.0, @@ -7259,8 +7259,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0385956, @@ -7276,7 +7276,7 @@ moe_distefano_2017_data = { "0.65": 0.0870351, "0.75": 0.0805897, "0.85": 0.111853, - "0.95": 0.175278 + "0.95": 0.175278, }, "e": { "0.05": 0.29981, @@ -7288,8 +7288,8 @@ moe_distefano_2017_data = { "0.65": 0.0617086, "0.75": 0.00736965, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0414758, @@ -7305,7 +7305,7 @@ moe_distefano_2017_data = { "0.65": 0.0862081, "0.75": 0.0787926, "0.85": 0.105562, - "0.95": 0.161426 + "0.95": 0.161426, }, "e": { "0.05": 0.13011, @@ -7317,8 +7317,8 @@ moe_distefano_2017_data = { "0.65": 0.125975, "0.75": 0.0833774, "0.85": 0.0217052, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0463118, @@ -7334,7 +7334,7 @@ moe_distefano_2017_data = { "0.65": 0.0854137, "0.75": 0.0770579, "0.85": 0.098926, - "0.95": 0.146443 + "0.95": 0.146443, }, "e": { "0.05": 0.0877384, @@ -7346,8 +7346,8 @@ moe_distefano_2017_data = { "0.65": 0.130522, "0.75": 0.114996, "0.85": 0.0574194, - "0.95": 0.00633846 - } + "0.95": 0.00633846, + }, }, "2.75": { "periodfrac": 0.0540945, @@ -7363,7 +7363,7 @@ moe_distefano_2017_data = { "0.65": 0.0841839, "0.75": 0.0749667, "0.85": 0.0912341, - "0.95": 0.129032 + "0.95": 0.129032, }, "e": { "0.05": 0.0706234, @@ -7375,8 +7375,8 @@ moe_distefano_2017_data = { "0.65": 0.132457, "0.75": 0.125213, "0.85": 0.0736927, - "0.95": 0.0165746 - } + "0.95": 0.0165746, + }, }, "3.25": { "periodfrac": 0.063103, @@ -7392,7 +7392,7 @@ moe_distefano_2017_data = { "0.65": 0.0822447, "0.75": 0.0722927, "0.85": 0.0818333, - "0.95": 0.107711 + "0.95": 0.107711, }, "e": { "0.05": 0.0618441, @@ -7404,8 +7404,8 @@ moe_distefano_2017_data = { "0.65": 0.13416, "0.75": 0.129626, "0.85": 0.081578, - "0.95": 0.0230111 - } + "0.95": 0.0230111, + }, }, "3.75": { "periodfrac": 0.0657271, @@ -7421,7 +7421,7 @@ moe_distefano_2017_data = { "0.65": 0.0798273, "0.75": 0.0692602, "0.85": 0.0726072, - "0.95": 0.0874496 + "0.95": 0.0874496, }, "e": { "0.05": 0.0567146, @@ -7433,8 +7433,8 @@ moe_distefano_2017_data = { "0.65": 0.135439, "0.75": 0.131889, "0.85": 0.085543, - "0.95": 0.0263662 - } + "0.95": 0.0263662, + }, }, "4.25": { "periodfrac": 0.0643689, @@ -7450,7 +7450,7 @@ moe_distefano_2017_data = { "0.65": 0.0769613, "0.75": 0.06591, "0.85": 0.063642, - "0.95": 0.0684138 + "0.95": 0.0684138, }, "e": { "0.05": 0.0533352, @@ -7462,8 +7462,8 @@ moe_distefano_2017_data = { "0.65": 0.136556, "0.75": 0.133453, "0.85": 0.087726, - "0.95": 0.0282039 - } + "0.95": 0.0282039, + }, }, "4.75": { "periodfrac": 0.0635839, @@ -7479,7 +7479,7 @@ moe_distefano_2017_data = { "0.65": 0.0725638, "0.75": 0.0610203, "0.85": 0.0536777, - "0.95": 0.0493644 + "0.95": 0.0493644, }, "e": { "0.05": 0.0509493, @@ -7491,8 +7491,8 @@ moe_distefano_2017_data = { "0.65": 0.137521, "0.75": 0.134618, "0.85": 0.0890338, - "0.95": 0.0291719 - } + "0.95": 0.0291719, + }, }, "5.25": { "periodfrac": 0.0630798, @@ -7508,7 +7508,7 @@ moe_distefano_2017_data = { "0.65": 0.065188, "0.75": 0.0533636, "0.85": 0.0448015, - "0.95": 0.038357 + "0.95": 0.038357, }, "e": { "0.05": 0.0491732, @@ -7520,8 +7520,8 @@ moe_distefano_2017_data = { "0.65": 0.13834, "0.75": 0.135523, "0.85": 0.0898844, - "0.95": 0.0297036 - } + "0.95": 0.0297036, + }, }, "5.75": { "periodfrac": 0.0606909, @@ -7537,7 +7537,7 @@ moe_distefano_2017_data = { "0.65": 0.0577051, "0.75": 0.0459271, "0.85": 0.0376226, - "0.95": 0.0315159 + "0.95": 0.0315159, }, "e": { "0.05": 0.0477971, @@ -7549,8 +7549,8 @@ moe_distefano_2017_data = { "0.65": 0.13903, "0.75": 0.136247, "0.85": 0.0904819, - "0.95": 0.0300187 - } + "0.95": 0.0300187, + }, }, "6.25": { "periodfrac": 0.0565316, @@ -7566,7 +7566,7 @@ moe_distefano_2017_data = { "0.65": 0.0509741, "0.75": 0.0394434, "0.85": 0.0315267, - "0.95": 0.0258395 + "0.95": 0.0258395, }, "e": { "0.05": 0.046698, @@ -7578,8 +7578,8 @@ moe_distefano_2017_data = { "0.65": 0.139611, "0.75": 0.136839, "0.85": 0.0909299, - "0.95": 0.0302221 - } + "0.95": 0.0302221, + }, }, "6.75": { "periodfrac": 0.051636, @@ -7595,7 +7595,7 @@ moe_distefano_2017_data = { "0.65": 0.0465054, "0.75": 0.0353537, "0.85": 0.0278238, - "0.95": 0.0224935 + "0.95": 0.0224935, }, "e": { "0.05": 0.0457988, @@ -7607,8 +7607,8 @@ moe_distefano_2017_data = { "0.65": 0.140104, "0.75": 0.137333, "0.85": 0.0912834, - "0.95": 0.0303651 - } + "0.95": 0.0303651, + }, }, "7.25": { "periodfrac": 0.0459092, @@ -7624,7 +7624,7 @@ moe_distefano_2017_data = { "0.65": 0.0449151, "0.75": 0.0340746, "0.85": 0.0267693, - "0.95": 0.0216066 + "0.95": 0.0216066, }, "e": { "0.05": 0.045049, @@ -7636,8 +7636,8 @@ moe_distefano_2017_data = { "0.65": 0.140525, "0.75": 0.137751, "0.85": 0.0915728, - "0.95": 0.0304732 - } + "0.95": 0.0304732, + }, }, "7.75": { "periodfrac": 0.0408678, @@ -7653,7 +7653,7 @@ moe_distefano_2017_data = { "0.65": 0.043326, "0.75": 0.0328018, "0.85": 0.0257231, - "0.95": 0.0207291 + "0.95": 0.0207291, }, "e": { "0.05": 0.0444139, @@ -7665,10 +7665,10 @@ moe_distefano_2017_data = { "0.65": 0.140889, "0.75": 0.138109, "0.85": 0.0918165, - "0.95": 0.0305598 - } - } - } + "0.95": 0.0305598, + }, + }, + }, }, "0.6": { "f_multi": 0.9511, @@ -7680,7 +7680,7 @@ moe_distefano_2017_data = { "single_fraction": 0.393, "binary_fraction": 0.373, "triple_fraction": 0.178, - "quadruple_fraction": 0.0563 + "quadruple_fraction": 0.0563, }, "logP": { "0.25": { @@ -7697,7 +7697,7 @@ moe_distefano_2017_data = { "0.65": 0.0877103, "0.75": 0.0816384, "0.85": 0.112913, - "0.95": 0.176056 + "0.95": 0.176056, }, "e": { "0.05": 1.0, @@ -7709,8 +7709,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0451863, @@ -7726,7 +7726,7 @@ moe_distefano_2017_data = { "0.65": 0.0877103, "0.75": 0.0816384, "0.85": 0.112913, - "0.95": 0.176056 + "0.95": 0.176056, }, "e": { "0.05": 0.968968, @@ -7738,8 +7738,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.046362, @@ -7755,7 +7755,7 @@ moe_distefano_2017_data = { "0.65": 0.086569, "0.75": 0.0797305, "0.85": 0.108487, - "0.95": 0.167576 + "0.95": 0.167576, }, "e": { "0.05": 0.189656, @@ -7767,8 +7767,8 @@ moe_distefano_2017_data = { "0.65": 0.0788834, "0.75": 0.00942081, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0491935, @@ -7784,7 +7784,7 @@ moe_distefano_2017_data = { "0.65": 0.0835415, "0.75": 0.0749386, "0.85": 0.0971765, - "0.95": 0.145573 + "0.95": 0.145573, }, "e": { "0.05": 0.089404, @@ -7796,8 +7796,8 @@ moe_distefano_2017_data = { "0.65": 0.140724, "0.75": 0.0931392, "0.85": 0.0242464, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0545914, @@ -7813,7 +7813,7 @@ moe_distefano_2017_data = { "0.65": 0.0810924, "0.75": 0.0711391, "0.85": 0.0866876, - "0.95": 0.123718 + "0.95": 0.123718, }, "e": { "0.05": 0.0635493, @@ -7825,8 +7825,8 @@ moe_distefano_2017_data = { "0.65": 0.140881, "0.75": 0.124122, "0.85": 0.0619764, - "0.95": 0.0068415 - } + "0.95": 0.0068415, + }, }, "2.75": { "periodfrac": 0.0637868, @@ -7842,7 +7842,7 @@ moe_distefano_2017_data = { "0.65": 0.0794936, "0.75": 0.0686224, "0.85": 0.0765297, - "0.95": 0.100074 + "0.95": 0.100074, }, "e": { "0.05": 0.052797, @@ -7854,8 +7854,8 @@ moe_distefano_2017_data = { "0.65": 0.140998, "0.75": 0.133287, "0.85": 0.0784447, - "0.95": 0.0176434 - } + "0.95": 0.0176434, + }, }, "3.25": { "periodfrac": 0.074814, @@ -7871,7 +7871,7 @@ moe_distefano_2017_data = { "0.65": 0.0764456, "0.75": 0.0649369, "0.85": 0.0658012, - "0.95": 0.0767343 + "0.95": 0.0767343, }, "e": { "0.05": 0.0472325, @@ -7883,8 +7883,8 @@ moe_distefano_2017_data = { "0.65": 0.141711, "0.75": 0.136922, "0.85": 0.0861699, - "0.95": 0.0243064 - } + "0.95": 0.0243064, + }, }, "3.75": { "periodfrac": 0.0785307, @@ -7900,7 +7900,7 @@ moe_distefano_2017_data = { "0.65": 0.072514, "0.75": 0.0606123, "0.85": 0.0552786, - "0.95": 0.0549647 + "0.95": 0.0549647, }, "e": { "0.05": 0.0440096, @@ -7912,8 +7912,8 @@ moe_distefano_2017_data = { "0.65": 0.142282, "0.75": 0.138553, "0.85": 0.0898649, - "0.95": 0.0276982 - } + "0.95": 0.0276982, + }, }, "4.25": { "periodfrac": 0.0765463, @@ -7929,7 +7929,7 @@ moe_distefano_2017_data = { "0.65": 0.0680251, "0.75": 0.0560665, "0.85": 0.0473518, - "0.95": 0.0407552 + "0.95": 0.0407552, }, "e": { "0.05": 0.0418763, @@ -7941,8 +7941,8 @@ moe_distefano_2017_data = { "0.65": 0.142931, "0.75": 0.139684, "0.85": 0.0918217, - "0.95": 0.0295207 - } + "0.95": 0.0295207, + }, }, "4.75": { "periodfrac": 0.0739631, @@ -7958,7 +7958,7 @@ moe_distefano_2017_data = { "0.65": 0.0622794, "0.75": 0.0505491, "0.85": 0.0421235, - "0.95": 0.0358264 + "0.95": 0.0358264, }, "e": { "0.05": 0.0403651, @@ -7970,8 +7970,8 @@ moe_distefano_2017_data = { "0.65": 0.143566, "0.75": 0.140535, "0.85": 0.0929468, - "0.95": 0.0304539 - } + "0.95": 0.0304539, + }, }, "5.25": { "periodfrac": 0.0718829, @@ -7987,7 +7987,7 @@ moe_distefano_2017_data = { "0.65": 0.0553033, "0.75": 0.0439129, "0.85": 0.0358992, - "0.95": 0.0300177 + "0.95": 0.0300177, }, "e": { "0.05": 0.0392364, @@ -7999,8 +7999,8 @@ moe_distefano_2017_data = { "0.65": 0.144137, "0.75": 0.141201, "0.85": 0.0936503, - "0.95": 0.0309481 - } + "0.95": 0.0309481, + }, }, "5.75": { "periodfrac": 0.0682327, @@ -8016,7 +8016,7 @@ moe_distefano_2017_data = { "0.65": 0.0490058, "0.75": 0.0380678, "0.85": 0.0305299, - "0.95": 0.0250978 + "0.95": 0.0250978, }, "e": { "0.05": 0.0383588, @@ -8028,8 +8028,8 @@ moe_distefano_2017_data = { "0.65": 0.144632, "0.75": 0.141737, "0.85": 0.0941283, - "0.95": 0.0312285 - } + "0.95": 0.0312285, + }, }, "6.25": { "periodfrac": 0.0629732, @@ -8045,7 +8045,7 @@ moe_distefano_2017_data = { "0.65": 0.0440421, "0.75": 0.0334687, "0.85": 0.0263321, - "0.95": 0.0212816 + "0.95": 0.0212816, }, "e": { "0.05": 0.0376554, @@ -8057,8 +8057,8 @@ moe_distefano_2017_data = { "0.65": 0.145058, "0.75": 0.142178, "0.85": 0.0944774, - "0.95": 0.0314012 - } + "0.95": 0.0314012, + }, }, "6.75": { "periodfrac": 0.0570407, @@ -8074,7 +8074,7 @@ moe_distefano_2017_data = { "0.65": 0.0408055, "0.75": 0.0306032, "0.85": 0.0238021, - "0.95": 0.0190414 + "0.95": 0.0190414, }, "e": { "0.05": 0.0370779, @@ -8086,8 +8086,8 @@ moe_distefano_2017_data = { "0.65": 0.145423, "0.75": 0.142546, "0.85": 0.0947484, - "0.95": 0.0315176 - } + "0.95": 0.0315176, + }, }, "7.25": { "periodfrac": 0.0504244, @@ -8103,7 +8103,7 @@ moe_distefano_2017_data = { "0.65": 0.0397788, "0.75": 0.0298331, "0.85": 0.0232032, - "0.95": 0.0185622 + "0.95": 0.0185622, }, "e": { "0.05": 0.036595, @@ -8115,8 +8115,8 @@ moe_distefano_2017_data = { "0.65": 0.145736, "0.75": 0.142858, "0.85": 0.0949681, - "0.95": 0.0316031 - } + "0.95": 0.0316031, + }, }, "7.75": { "periodfrac": 0.0446112, @@ -8132,7 +8132,7 @@ moe_distefano_2017_data = { "0.65": 0.0387475, "0.75": 0.0290598, "0.85": 0.0226016, - "0.95": 0.0180811 + "0.95": 0.0180811, }, "e": { "0.05": 0.0361847, @@ -8144,10 +8144,10 @@ moe_distefano_2017_data = { "0.65": 0.146007, "0.75": 0.143126, "0.85": 0.0951519, - "0.95": 0.03167 - } - } - } + "0.95": 0.03167, + }, + }, + }, }, "0.7": { "f_multi": 1.125, @@ -8159,7 +8159,7 @@ moe_distefano_2017_data = { "single_fraction": 0.334, "binary_fraction": 0.376, "triple_fraction": 0.211, - "quadruple_fraction": 0.0792 + "quadruple_fraction": 0.0792, }, "logP": { "0.25": { @@ -8176,7 +8176,7 @@ moe_distefano_2017_data = { "0.65": 0.0880047, "0.75": 0.0819123, "0.85": 0.111358, - "0.95": 0.171121 + "0.95": 0.171121, }, "e": { "0.05": 1.0, @@ -8188,8 +8188,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0541015, @@ -8205,7 +8205,7 @@ moe_distefano_2017_data = { "0.65": 0.0880047, "0.75": 0.0819123, "0.85": 0.111358, - "0.95": 0.171121 + "0.95": 0.171121, }, "e": { "0.05": 0.819461, @@ -8217,8 +8217,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0555348, @@ -8234,7 +8234,7 @@ moe_distefano_2017_data = { "0.65": 0.0855984, "0.75": 0.0781623, "0.85": 0.103512, - "0.95": 0.156757 + "0.95": 0.156757, }, "e": { "0.05": 0.11718, @@ -8246,8 +8246,8 @@ moe_distefano_2017_data = { "0.65": 0.0936844, "0.75": 0.0111885, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0593772, @@ -8263,7 +8263,7 @@ moe_distefano_2017_data = { "0.65": 0.0789201, "0.75": 0.0686942, "0.85": 0.0836281, - "0.95": 0.11972 + "0.95": 0.11972, }, "e": { "0.05": 0.0613499, @@ -8275,8 +8275,8 @@ moe_distefano_2017_data = { "0.65": 0.153746, "0.75": 0.101758, "0.85": 0.0264899, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0667909, @@ -8292,7 +8292,7 @@ moe_distefano_2017_data = { "0.65": 0.0740089, "0.75": 0.0621141, "0.85": 0.0662466, - "0.95": 0.0835209 + "0.95": 0.0835209, }, "e": { "0.05": 0.0460648, @@ -8304,8 +8304,8 @@ moe_distefano_2017_data = { "0.65": 0.150212, "0.75": 0.132344, "0.85": 0.0660814, - "0.95": 0.00729461 - } + "0.95": 0.00729461, + }, }, "2.75": { "periodfrac": 0.0786553, @@ -8321,7 +8321,7 @@ moe_distefano_2017_data = { "0.65": 0.0715621, "0.75": 0.0589184, "0.85": 0.0541796, - "0.95": 0.0555113 + "0.95": 0.0555113, }, "e": { "0.05": 0.0395114, @@ -8333,8 +8333,8 @@ moe_distefano_2017_data = { "0.65": 0.1488, "0.75": 0.140662, "0.85": 0.082785, - "0.95": 0.0186195 - } + "0.95": 0.0186195, + }, }, "3.25": { "periodfrac": 0.0925768, @@ -8350,7 +8350,7 @@ moe_distefano_2017_data = { "0.65": 0.0667854, "0.75": 0.0539398, "0.85": 0.0447563, - "0.95": 0.0379204 + "0.95": 0.0379204, }, "e": { "0.05": 0.0361113, @@ -8362,8 +8362,8 @@ moe_distefano_2017_data = { "0.65": 0.148668, "0.75": 0.143643, "0.85": 0.0904, - "0.95": 0.0254995 - } + "0.95": 0.0254995, + }, }, "3.75": { "periodfrac": 0.0971763, @@ -8379,7 +8379,7 @@ moe_distefano_2017_data = { "0.65": 0.059891, "0.75": 0.0474509, "0.85": 0.0387171, - "0.95": 0.0323187 + "0.95": 0.0323187, }, "e": { "0.05": 0.0341872, @@ -8391,8 +8391,8 @@ moe_distefano_2017_data = { "0.65": 0.148616, "0.75": 0.144721, "0.85": 0.0938653, - "0.95": 0.0289313 - } + "0.95": 0.0289313, + }, }, "4.25": { "periodfrac": 0.0943052, @@ -8408,7 +8408,7 @@ moe_distefano_2017_data = { "0.65": 0.054236, "0.75": 0.0423963, "0.85": 0.0341886, - "0.95": 0.0282425 + "0.95": 0.0282425, }, "e": { "0.05": 0.0329135, @@ -8420,8 +8420,8 @@ moe_distefano_2017_data = { "0.65": 0.148854, "0.75": 0.145472, "0.85": 0.0956265, - "0.95": 0.0307439 - } + "0.95": 0.0307439, + }, }, "4.75": { "periodfrac": 0.0900012, @@ -8437,7 +8437,7 @@ moe_distefano_2017_data = { "0.65": 0.0499049, "0.75": 0.0387485, "0.85": 0.0310636, - "0.95": 0.0255275 + "0.95": 0.0255275, }, "e": { "0.05": 0.0320119, @@ -8449,8 +8449,8 @@ moe_distefano_2017_data = { "0.65": 0.149197, "0.75": 0.146047, "0.85": 0.0965928, - "0.95": 0.0316487 - } + "0.95": 0.0316487, + }, }, "5.25": { "periodfrac": 0.0855309, @@ -8466,7 +8466,7 @@ moe_distefano_2017_data = { "0.65": 0.0450769, "0.75": 0.0346643, "0.85": 0.0275568, - "0.95": 0.0224772 + "0.95": 0.0224772, }, "e": { "0.05": 0.0313381, @@ -8478,8 +8478,8 @@ moe_distefano_2017_data = { "0.65": 0.14955, "0.75": 0.146504, "0.85": 0.0971677, - "0.95": 0.0321107 - } + "0.95": 0.0321107, + }, }, "5.75": { "periodfrac": 0.0793281, @@ -8495,7 +8495,7 @@ moe_distefano_2017_data = { "0.65": 0.0409344, "0.75": 0.0311766, "0.85": 0.0245769, - "0.95": 0.0198972 + "0.95": 0.0198972, }, "e": { "0.05": 0.0308133, @@ -8507,8 +8507,8 @@ moe_distefano_2017_data = { "0.65": 0.149875, "0.75": 0.146875, "0.85": 0.0975399, - "0.95": 0.0323602 - } + "0.95": 0.0323602, + }, }, "6.25": { "periodfrac": 0.0707152, @@ -8524,7 +8524,7 @@ moe_distefano_2017_data = { "0.65": 0.0389218, "0.75": 0.0293599, "0.85": 0.0229506, - "0.95": 0.0184426 + "0.95": 0.0184426, }, "e": { "0.05": 0.0303916, @@ -8536,8 +8536,8 @@ moe_distefano_2017_data = { "0.65": 0.150162, "0.75": 0.147181, "0.85": 0.0978021, - "0.95": 0.0325061 - } + "0.95": 0.0325061, + }, }, "6.75": { "periodfrac": 0.0623626, @@ -8553,7 +8553,7 @@ moe_distefano_2017_data = { "0.65": 0.0375646, "0.75": 0.0281725, "0.85": 0.0219116, - "0.95": 0.017529 + "0.95": 0.017529, }, "e": { "0.05": 0.0300446, @@ -8565,8 +8565,8 @@ moe_distefano_2017_data = { "0.65": 0.150413, "0.75": 0.147437, "0.85": 0.0979999, - "0.95": 0.0325993 - } + "0.95": 0.0325993, + }, }, "7.25": { "periodfrac": 0.0543633, @@ -8582,7 +8582,7 @@ moe_distefano_2017_data = { "0.65": 0.0371099, "0.75": 0.0278315, "0.85": 0.0216463, - "0.95": 0.0173169 + "0.95": 0.0173169, }, "e": { "0.05": 0.0297534, @@ -8594,8 +8594,8 @@ moe_distefano_2017_data = { "0.65": 0.15063, "0.75": 0.147656, "0.85": 0.0981575, - "0.95": 0.0326643 - } + "0.95": 0.0326643, + }, }, "7.75": { "periodfrac": 0.0473976, @@ -8611,7 +8611,7 @@ moe_distefano_2017_data = { "0.65": 0.036655, "0.75": 0.0274903, "0.85": 0.0213811, - "0.95": 0.0171046 + "0.95": 0.0171046, }, "e": { "0.05": 0.0295055, @@ -8623,10 +8623,10 @@ moe_distefano_2017_data = { "0.65": 0.150819, "0.75": 0.147843, "0.85": 0.098288, - "0.95": 0.0327138 - } - } - } + "0.95": 0.0327138, + }, + }, + }, }, "0.8": { "f_multi": 1.3159, @@ -8638,7 +8638,7 @@ moe_distefano_2017_data = { "single_fraction": 0.281, "binary_fraction": 0.389, "triple_fraction": 0.243, - "quadruple_fraction": 0.107 + "quadruple_fraction": 0.107, }, "logP": { "0.25": { @@ -8655,7 +8655,7 @@ moe_distefano_2017_data = { "0.65": 0.0884176, "0.75": 0.0822966, "0.85": 0.109808, - "0.95": 0.166002 + "0.95": 0.166002, }, "e": { "0.05": 1.0, @@ -8667,8 +8667,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0640203, @@ -8684,7 +8684,7 @@ moe_distefano_2017_data = { "0.65": 0.0884176, "0.75": 0.0822966, "0.85": 0.109808, - "0.95": 0.166002 + "0.95": 0.166002, }, "e": { "0.05": 0.456345, @@ -8696,8 +8696,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0663314, @@ -8713,7 +8713,7 @@ moe_distefano_2017_data = { "0.65": 0.0865087, "0.75": 0.0784647, "0.85": 0.0963177, - "0.95": 0.136131 + "0.95": 0.136131, }, "e": { "0.05": 0.0720781, @@ -8725,8 +8725,8 @@ moe_distefano_2017_data = { "0.65": 0.106109, "0.75": 0.0126722, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0729304, @@ -8742,7 +8742,7 @@ moe_distefano_2017_data = { "0.65": 0.0804982, "0.75": 0.0684377, "0.85": 0.0593877, - "0.95": 0.0523587 + "0.95": 0.0523587, }, "e": { "0.05": 0.0421728, @@ -8754,8 +8754,8 @@ moe_distefano_2017_data = { "0.65": 0.165267, "0.75": 0.109383, "0.85": 0.0284751, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0814014, @@ -8771,7 +8771,7 @@ moe_distefano_2017_data = { "0.65": 0.0691883, "0.75": 0.0560923, "0.85": 0.046696, - "0.95": 0.03968 + "0.95": 0.03968, }, "e": { "0.05": 0.033454, @@ -8783,8 +8783,8 @@ moe_distefano_2017_data = { "0.65": 0.158647, "0.75": 0.139775, "0.85": 0.0697923, - "0.95": 0.00770424 - } + "0.95": 0.00770424, + }, }, "2.75": { "periodfrac": 0.0939716, @@ -8800,7 +8800,7 @@ moe_distefano_2017_data = { "0.65": 0.0636632, "0.75": 0.050509, "0.85": 0.0412618, - "0.95": 0.0344798 + "0.95": 0.0344798, }, "e": { "0.05": 0.0296171, @@ -8812,8 +8812,8 @@ moe_distefano_2017_data = { "0.65": 0.155947, "0.75": 0.147418, "0.85": 0.0867615, - "0.95": 0.0195137 - } + "0.95": 0.0195137, + }, }, "3.25": { "periodfrac": 0.109772, @@ -8829,7 +8829,7 @@ moe_distefano_2017_data = { "0.65": 0.0574048, "0.75": 0.0445694, "0.85": 0.0357285, - "0.95": 0.0293595 + "0.95": 0.0293595, }, "e": { "0.05": 0.0276483, @@ -8841,8 +8841,8 @@ moe_distefano_2017_data = { "0.65": 0.155094, "0.75": 0.149852, "0.85": 0.0943075, - "0.95": 0.0266017 - } + "0.95": 0.0266017, + }, }, "3.75": { "periodfrac": 0.116658, @@ -8858,7 +8858,7 @@ moe_distefano_2017_data = { "0.65": 0.0500228, "0.75": 0.0380064, "0.85": 0.0298971, - "0.95": 0.0241592 + "0.95": 0.0241592, }, "e": { "0.05": 0.0265923, @@ -8870,8 +8870,8 @@ moe_distefano_2017_data = { "0.65": 0.154493, "0.75": 0.150444, "0.85": 0.0975773, - "0.95": 0.0300756 - } + "0.95": 0.0300756, + }, }, "4.25": { "periodfrac": 0.113885, @@ -8887,7 +8887,7 @@ moe_distefano_2017_data = { "0.65": 0.0444447, "0.75": 0.0333324, "0.85": 0.0259249, - "0.95": 0.0207394 + "0.95": 0.0207394, }, "e": { "0.05": 0.0259011, @@ -8899,8 +8899,8 @@ moe_distefano_2017_data = { "0.65": 0.154369, "0.75": 0.150862, "0.85": 0.0991696, - "0.95": 0.031883 - } + "0.95": 0.031883, + }, }, "4.75": { "periodfrac": 0.107834, @@ -8916,7 +8916,7 @@ moe_distefano_2017_data = { "0.65": 0.0411255, "0.75": 0.0308433, "0.85": 0.0239887, - "0.95": 0.0191907 + "0.95": 0.0191907, }, "e": { "0.05": 0.025417, @@ -8928,8 +8928,8 @@ moe_distefano_2017_data = { "0.65": 0.154455, "0.75": 0.151195, "0.85": 0.0999972, - "0.95": 0.0327642 - } + "0.95": 0.0327642, + }, }, "5.25": { "periodfrac": 0.100769, @@ -8945,7 +8945,7 @@ moe_distefano_2017_data = { "0.65": 0.037742, "0.75": 0.0283054, "0.85": 0.0220151, - "0.95": 0.0176119 + "0.95": 0.0176119, }, "e": { "0.05": 0.0250575, @@ -8957,8 +8957,8 @@ moe_distefano_2017_data = { "0.65": 0.154615, "0.75": 0.151467, "0.85": 0.100459, - "0.95": 0.0331982 - } + "0.95": 0.0331982, + }, }, "5.75": { "periodfrac": 0.0916901, @@ -8974,7 +8974,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0247784, @@ -8986,8 +8986,8 @@ moe_distefano_2017_data = { "0.65": 0.154789, "0.75": 0.151691, "0.85": 0.100738, - "0.95": 0.0334216 - } + "0.95": 0.0334216, + }, }, "6.25": { "periodfrac": 0.0791704, @@ -9003,7 +9003,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0245542, @@ -9015,8 +9015,8 @@ moe_distefano_2017_data = { "0.65": 0.154955, "0.75": 0.151878, "0.85": 0.100923, - "0.95": 0.0335437 - } + "0.95": 0.0335437, + }, }, "6.75": { "periodfrac": 0.0681426, @@ -9032,7 +9032,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0243695, @@ -9044,8 +9044,8 @@ moe_distefano_2017_data = { "0.65": 0.155104, "0.75": 0.152036, "0.85": 0.101056, - "0.95": 0.0336158 - } + "0.95": 0.0336158, + }, }, "7.25": { "periodfrac": 0.0586509, @@ -9061,7 +9061,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0242143, @@ -9073,8 +9073,8 @@ moe_distefano_2017_data = { "0.65": 0.155236, "0.75": 0.15217, "0.85": 0.101159, - "0.95": 0.0336631 - } + "0.95": 0.0336631, + }, }, "7.75": { "periodfrac": 0.0504813, @@ -9090,7 +9090,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0240818, @@ -9102,10 +9102,10 @@ moe_distefano_2017_data = { "0.65": 0.155352, "0.75": 0.152286, "0.85": 0.101242, - "0.95": 0.033697 - } - } - } + "0.95": 0.033697, + }, + }, + }, }, "0.9": { "f_multi": 1.4101, @@ -9117,7 +9117,7 @@ moe_distefano_2017_data = { "single_fraction": 0.258, "binary_fraction": 0.364, "triple_fraction": 0.257, - "quadruple_fraction": 0.121 + "quadruple_fraction": 0.121, }, "logP": { "0.25": { @@ -9134,7 +9134,7 @@ moe_distefano_2017_data = { "0.65": 0.0891732, "0.75": 0.083, "0.85": 0.10853, - "0.95": 0.16109 + "0.95": 0.16109, }, "e": { "0.05": 1.0, @@ -9146,8 +9146,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.07474, @@ -9163,7 +9163,7 @@ moe_distefano_2017_data = { "0.65": 0.0891732, "0.75": 0.083, "0.85": 0.10853, - "0.95": 0.16109 + "0.95": 0.16109, }, "e": { "0.05": 0.30542, @@ -9175,8 +9175,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0769996, @@ -9192,7 +9192,7 @@ moe_distefano_2017_data = { "0.65": 0.0885861, "0.75": 0.0803489, "0.85": 0.092405, - "0.95": 0.121612 + "0.95": 0.121612, }, "e": { "0.05": 0.0579589, @@ -9204,8 +9204,8 @@ moe_distefano_2017_data = { "0.65": 0.111039, "0.75": 0.013261, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0818065, @@ -9221,7 +9221,7 @@ moe_distefano_2017_data = { "0.65": 0.0804982, "0.75": 0.0684377, "0.85": 0.0593877, - "0.95": 0.0523587 + "0.95": 0.0523587, }, "e": { "0.05": 0.0356491, @@ -9233,8 +9233,8 @@ moe_distefano_2017_data = { "0.65": 0.170034, "0.75": 0.112538, "0.85": 0.0292965, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0890256, @@ -9250,7 +9250,7 @@ moe_distefano_2017_data = { "0.65": 0.0691883, "0.75": 0.0560923, "0.85": 0.046696, - "0.95": 0.03968 + "0.95": 0.03968, }, "e": { "0.05": 0.0289821, @@ -9262,8 +9262,8 @@ moe_distefano_2017_data = { "0.65": 0.16219, "0.75": 0.142897, "0.85": 0.0713511, - "0.95": 0.00787633 - } + "0.95": 0.00787633, + }, }, "2.75": { "periodfrac": 0.101996, @@ -9279,7 +9279,7 @@ moe_distefano_2017_data = { "0.65": 0.0636632, "0.75": 0.050509, "0.85": 0.0412618, - "0.95": 0.0344798 + "0.95": 0.0344798, }, "e": { "0.05": 0.0260227, @@ -9291,8 +9291,8 @@ moe_distefano_2017_data = { "0.65": 0.158978, "0.75": 0.150283, "0.85": 0.0884474, - "0.95": 0.0198931 - } + "0.95": 0.0198931, + }, }, "3.25": { "periodfrac": 0.118382, @@ -9308,7 +9308,7 @@ moe_distefano_2017_data = { "0.65": 0.0574048, "0.75": 0.0445694, "0.85": 0.0357285, - "0.95": 0.0293595 + "0.95": 0.0293595, }, "e": { "0.05": 0.024524, @@ -9320,8 +9320,8 @@ moe_distefano_2017_data = { "0.65": 0.157834, "0.75": 0.1525, "0.85": 0.0959736, - "0.95": 0.0270717 - } + "0.95": 0.0270717, + }, }, "3.75": { "periodfrac": 0.125034, @@ -9337,7 +9337,7 @@ moe_distefano_2017_data = { "0.65": 0.0500228, "0.75": 0.0380064, "0.85": 0.0298971, - "0.95": 0.0241592 + "0.95": 0.0241592, }, "e": { "0.05": 0.023755, @@ -9349,8 +9349,8 @@ moe_distefano_2017_data = { "0.65": 0.157007, "0.75": 0.152892, "0.85": 0.0991651, - "0.95": 0.0305648 - } + "0.95": 0.0305648, + }, }, "4.25": { "periodfrac": 0.121119, @@ -9366,7 +9366,7 @@ moe_distefano_2017_data = { "0.65": 0.0444447, "0.75": 0.0333324, "0.85": 0.0259249, - "0.95": 0.0207394 + "0.95": 0.0207394, }, "e": { "0.05": 0.0232584, @@ -9378,8 +9378,8 @@ moe_distefano_2017_data = { "0.65": 0.156734, "0.75": 0.153173, "0.85": 0.100689, - "0.95": 0.0323712 - } + "0.95": 0.0323712, + }, }, "4.75": { "periodfrac": 0.113527, @@ -9395,7 +9395,7 @@ moe_distefano_2017_data = { "0.65": 0.0411255, "0.75": 0.0308433, "0.85": 0.0239887, - "0.95": 0.0191907 + "0.95": 0.0191907, }, "e": { "0.05": 0.0229148, @@ -9407,8 +9407,8 @@ moe_distefano_2017_data = { "0.65": 0.156715, "0.75": 0.153406, "0.85": 0.10146, - "0.95": 0.0332431 - } + "0.95": 0.0332431, + }, }, "5.25": { "periodfrac": 0.104636, @@ -9424,7 +9424,7 @@ moe_distefano_2017_data = { "0.65": 0.037742, "0.75": 0.0283054, "0.85": 0.0220151, - "0.95": 0.0176119 + "0.95": 0.0176119, }, "e": { "0.05": 0.022662, @@ -9436,8 +9436,8 @@ moe_distefano_2017_data = { "0.65": 0.156795, "0.75": 0.153602, "0.85": 0.101875, - "0.95": 0.0336661 - } + "0.95": 0.0336661, + }, }, "5.75": { "periodfrac": 0.0942851, @@ -9453,7 +9453,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0224666, @@ -9465,8 +9465,8 @@ moe_distefano_2017_data = { "0.65": 0.156906, "0.75": 0.153766, "0.85": 0.102116, - "0.95": 0.0338787 - } + "0.95": 0.0338787, + }, }, "6.25": { "periodfrac": 0.0814111, @@ -9482,7 +9482,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0223102, @@ -9494,8 +9494,8 @@ moe_distefano_2017_data = { "0.65": 0.157021, "0.75": 0.153903, "0.85": 0.102269, - "0.95": 0.0339908 - } + "0.95": 0.0339908, + }, }, "6.75": { "periodfrac": 0.0700712, @@ -9511,7 +9511,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0221814, @@ -9523,8 +9523,8 @@ moe_distefano_2017_data = { "0.65": 0.157129, "0.75": 0.15402, "0.85": 0.102375, - "0.95": 0.0340549 - } + "0.95": 0.0340549, + }, }, "7.25": { "periodfrac": 0.0603108, @@ -9540,7 +9540,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0220732, @@ -9552,8 +9552,8 @@ moe_distefano_2017_data = { "0.65": 0.157225, "0.75": 0.15412, "0.85": 0.102455, - "0.95": 0.0340945 - } + "0.95": 0.0340945, + }, }, "7.75": { "periodfrac": 0.05191, @@ -9569,7 +9569,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0219808, @@ -9581,10 +9581,10 @@ moe_distefano_2017_data = { "0.65": 0.157311, "0.75": 0.154207, "0.85": 0.102519, - "0.95": 0.0341218 - } - } - } + "0.95": 0.0341218, + }, + }, + }, }, "1.0": { "f_multi": 1.5158, @@ -9596,7 +9596,7 @@ moe_distefano_2017_data = { "single_fraction": 0.236, "binary_fraction": 0.357, "triple_fraction": 0.271, - "quadruple_fraction": 0.137 + "quadruple_fraction": 0.137, }, "logP": { "0.25": { @@ -9613,7 +9613,7 @@ moe_distefano_2017_data = { "0.65": 0.0899837, "0.75": 0.0837542, "0.85": 0.107161, - "0.95": 0.155822 + "0.95": 0.155822, }, "e": { "0.05": 1.0, @@ -9625,8 +9625,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0864667, @@ -9642,7 +9642,7 @@ moe_distefano_2017_data = { "0.65": 0.0899837, "0.75": 0.0837542, "0.85": 0.107161, - "0.95": 0.155822 + "0.95": 0.155822, }, "e": { "0.05": 0.30542, @@ -9654,8 +9654,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.088031, @@ -9671,7 +9671,7 @@ moe_distefano_2017_data = { "0.65": 0.0892265, "0.75": 0.0809296, "0.85": 0.0911988, - "0.95": 0.117137 + "0.95": 0.117137, }, "e": { "0.05": 0.0579589, @@ -9683,8 +9683,8 @@ moe_distefano_2017_data = { "0.65": 0.111039, "0.75": 0.013261, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.0908005, @@ -9700,7 +9700,7 @@ moe_distefano_2017_data = { "0.65": 0.0804982, "0.75": 0.0684377, "0.85": 0.0593877, - "0.95": 0.0523587 + "0.95": 0.0523587, }, "e": { "0.05": 0.0356491, @@ -9712,8 +9712,8 @@ moe_distefano_2017_data = { "0.65": 0.170034, "0.75": 0.112538, "0.85": 0.0292965, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.0968251, @@ -9729,7 +9729,7 @@ moe_distefano_2017_data = { "0.65": 0.0691883, "0.75": 0.0560923, "0.85": 0.046696, - "0.95": 0.03968 + "0.95": 0.03968, }, "e": { "0.05": 0.0289821, @@ -9741,8 +9741,8 @@ moe_distefano_2017_data = { "0.65": 0.16219, "0.75": 0.142897, "0.85": 0.0713511, - "0.95": 0.00787633 - } + "0.95": 0.00787633, + }, }, "2.75": { "periodfrac": 0.110204, @@ -9758,7 +9758,7 @@ moe_distefano_2017_data = { "0.65": 0.0636632, "0.75": 0.050509, "0.85": 0.0412618, - "0.95": 0.0344798 + "0.95": 0.0344798, }, "e": { "0.05": 0.0260227, @@ -9770,8 +9770,8 @@ moe_distefano_2017_data = { "0.65": 0.158978, "0.75": 0.150283, "0.85": 0.0884474, - "0.95": 0.0198931 - } + "0.95": 0.0198931, + }, }, "3.25": { "periodfrac": 0.127192, @@ -9787,7 +9787,7 @@ moe_distefano_2017_data = { "0.65": 0.0574048, "0.75": 0.0445694, "0.85": 0.0357285, - "0.95": 0.0293595 + "0.95": 0.0293595, }, "e": { "0.05": 0.024524, @@ -9799,8 +9799,8 @@ moe_distefano_2017_data = { "0.65": 0.157834, "0.75": 0.1525, "0.85": 0.0959736, - "0.95": 0.0270717 - } + "0.95": 0.0270717, + }, }, "3.75": { "periodfrac": 0.133733, @@ -9816,7 +9816,7 @@ moe_distefano_2017_data = { "0.65": 0.0500228, "0.75": 0.0380064, "0.85": 0.0298971, - "0.95": 0.0241592 + "0.95": 0.0241592, }, "e": { "0.05": 0.023755, @@ -9828,8 +9828,8 @@ moe_distefano_2017_data = { "0.65": 0.157007, "0.75": 0.152892, "0.85": 0.0991651, - "0.95": 0.0305648 - } + "0.95": 0.0305648, + }, }, "4.25": { "periodfrac": 0.128881, @@ -9845,7 +9845,7 @@ moe_distefano_2017_data = { "0.65": 0.0444447, "0.75": 0.0333324, "0.85": 0.0259249, - "0.95": 0.0207394 + "0.95": 0.0207394, }, "e": { "0.05": 0.0232584, @@ -9857,8 +9857,8 @@ moe_distefano_2017_data = { "0.65": 0.156734, "0.75": 0.153173, "0.85": 0.100689, - "0.95": 0.0323712 - } + "0.95": 0.0323712, + }, }, "4.75": { "periodfrac": 0.119981, @@ -9874,7 +9874,7 @@ moe_distefano_2017_data = { "0.65": 0.0411255, "0.75": 0.0308433, "0.85": 0.0239887, - "0.95": 0.0191907 + "0.95": 0.0191907, }, "e": { "0.05": 0.0229148, @@ -9886,8 +9886,8 @@ moe_distefano_2017_data = { "0.65": 0.156715, "0.75": 0.153406, "0.85": 0.10146, - "0.95": 0.0332431 - } + "0.95": 0.0332431, + }, }, "5.25": { "periodfrac": 0.109542, @@ -9903,7 +9903,7 @@ moe_distefano_2017_data = { "0.65": 0.037742, "0.75": 0.0283054, "0.85": 0.0220151, - "0.95": 0.0176119 + "0.95": 0.0176119, }, "e": { "0.05": 0.022662, @@ -9915,8 +9915,8 @@ moe_distefano_2017_data = { "0.65": 0.156795, "0.75": 0.153602, "0.85": 0.101875, - "0.95": 0.0336661 - } + "0.95": 0.0336661, + }, }, "5.75": { "periodfrac": 0.0980335, @@ -9932,7 +9932,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0224666, @@ -9944,8 +9944,8 @@ moe_distefano_2017_data = { "0.65": 0.156906, "0.75": 0.153766, "0.85": 0.102116, - "0.95": 0.0338787 - } + "0.95": 0.0338787, + }, }, "6.25": { "periodfrac": 0.0846476, @@ -9961,7 +9961,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0223102, @@ -9973,8 +9973,8 @@ moe_distefano_2017_data = { "0.65": 0.157021, "0.75": 0.153903, "0.85": 0.102269, - "0.95": 0.0339908 - } + "0.95": 0.0339908, + }, }, "6.75": { "periodfrac": 0.0728569, @@ -9990,7 +9990,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0221814, @@ -10002,8 +10002,8 @@ moe_distefano_2017_data = { "0.65": 0.157129, "0.75": 0.15402, "0.85": 0.102375, - "0.95": 0.0340549 - } + "0.95": 0.0340549, + }, }, "7.25": { "periodfrac": 0.0627085, @@ -10019,7 +10019,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0220732, @@ -10031,8 +10031,8 @@ moe_distefano_2017_data = { "0.65": 0.157225, "0.75": 0.15412, "0.85": 0.102455, - "0.95": 0.0340945 - } + "0.95": 0.0340945, + }, }, "7.75": { "periodfrac": 0.0539737, @@ -10048,7 +10048,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0219808, @@ -10060,10 +10060,10 @@ moe_distefano_2017_data = { "0.65": 0.157311, "0.75": 0.154207, "0.85": 0.102519, - "0.95": 0.0341218 - } - } - } + "0.95": 0.0341218, + }, + }, + }, }, "1.1": { "f_multi": 1.6319, @@ -10075,7 +10075,7 @@ moe_distefano_2017_data = { "single_fraction": 0.213, "binary_fraction": 0.348, "triple_fraction": 0.284, - "quadruple_fraction": 0.155 + "quadruple_fraction": 0.155, }, "logP": { "0.25": { @@ -10092,7 +10092,7 @@ moe_distefano_2017_data = { "0.65": 0.0908489, "0.75": 0.0845596, "0.85": 0.105698, - "0.95": 0.150198 + "0.95": 0.150198, }, "e": { "0.05": 1.0, @@ -10104,8 +10104,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.0992162, @@ -10121,7 +10121,7 @@ moe_distefano_2017_data = { "0.65": 0.0908489, "0.75": 0.0845596, "0.85": 0.105698, - "0.95": 0.150198 + "0.95": 0.150198, }, "e": { "0.05": 0.30542, @@ -10133,8 +10133,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.0999189, @@ -10150,7 +10150,7 @@ moe_distefano_2017_data = { "0.65": 0.0898632, "0.75": 0.0815074, "0.85": 0.0899993, - "0.95": 0.112686 + "0.95": 0.112686, }, "e": { "0.05": 0.0579589, @@ -10162,8 +10162,8 @@ moe_distefano_2017_data = { "0.65": 0.111039, "0.75": 0.013261, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.100217, @@ -10179,7 +10179,7 @@ moe_distefano_2017_data = { "0.65": 0.0804982, "0.75": 0.0684377, "0.85": 0.0593877, - "0.95": 0.0523587 + "0.95": 0.0523587, }, "e": { "0.05": 0.0356491, @@ -10191,8 +10191,8 @@ moe_distefano_2017_data = { "0.65": 0.170034, "0.75": 0.112538, "0.85": 0.0292965, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.1048, @@ -10208,7 +10208,7 @@ moe_distefano_2017_data = { "0.65": 0.0691883, "0.75": 0.0560923, "0.85": 0.046696, - "0.95": 0.03968 + "0.95": 0.03968, }, "e": { "0.05": 0.0289821, @@ -10220,8 +10220,8 @@ moe_distefano_2017_data = { "0.65": 0.16219, "0.75": 0.142897, "0.85": 0.0713511, - "0.95": 0.00787633 - } + "0.95": 0.00787633, + }, }, "2.75": { "periodfrac": 0.118597, @@ -10237,7 +10237,7 @@ moe_distefano_2017_data = { "0.65": 0.0636632, "0.75": 0.050509, "0.85": 0.0412618, - "0.95": 0.0344798 + "0.95": 0.0344798, }, "e": { "0.05": 0.0260227, @@ -10249,8 +10249,8 @@ moe_distefano_2017_data = { "0.65": 0.158978, "0.75": 0.150283, "0.85": 0.0884474, - "0.95": 0.0198931 - } + "0.95": 0.0198931, + }, }, "3.25": { "periodfrac": 0.136201, @@ -10266,7 +10266,7 @@ moe_distefano_2017_data = { "0.65": 0.0574048, "0.75": 0.0445694, "0.85": 0.0357285, - "0.95": 0.0293595 + "0.95": 0.0293595, }, "e": { "0.05": 0.024524, @@ -10278,8 +10278,8 @@ moe_distefano_2017_data = { "0.65": 0.157834, "0.75": 0.1525, "0.85": 0.0959736, - "0.95": 0.0270717 - } + "0.95": 0.0270717, + }, }, "3.75": { "periodfrac": 0.142756, @@ -10295,7 +10295,7 @@ moe_distefano_2017_data = { "0.65": 0.0500228, "0.75": 0.0380064, "0.85": 0.0298971, - "0.95": 0.0241592 + "0.95": 0.0241592, }, "e": { "0.05": 0.023755, @@ -10307,8 +10307,8 @@ moe_distefano_2017_data = { "0.65": 0.157007, "0.75": 0.152892, "0.85": 0.0991651, - "0.95": 0.0305648 - } + "0.95": 0.0305648, + }, }, "4.25": { "periodfrac": 0.137171, @@ -10324,7 +10324,7 @@ moe_distefano_2017_data = { "0.65": 0.0444447, "0.75": 0.0333324, "0.85": 0.0259249, - "0.95": 0.0207394 + "0.95": 0.0207394, }, "e": { "0.05": 0.0232584, @@ -10336,8 +10336,8 @@ moe_distefano_2017_data = { "0.65": 0.156734, "0.75": 0.153173, "0.85": 0.100689, - "0.95": 0.0323712 - } + "0.95": 0.0323712, + }, }, "4.75": { "periodfrac": 0.127195, @@ -10353,7 +10353,7 @@ moe_distefano_2017_data = { "0.65": 0.0411255, "0.75": 0.0308433, "0.85": 0.0239887, - "0.95": 0.0191907 + "0.95": 0.0191907, }, "e": { "0.05": 0.0229148, @@ -10365,8 +10365,8 @@ moe_distefano_2017_data = { "0.65": 0.156715, "0.75": 0.153406, "0.85": 0.10146, - "0.95": 0.0332431 - } + "0.95": 0.0332431, + }, }, "5.25": { "periodfrac": 0.115487, @@ -10382,7 +10382,7 @@ moe_distefano_2017_data = { "0.65": 0.037742, "0.75": 0.0283054, "0.85": 0.0220151, - "0.95": 0.0176119 + "0.95": 0.0176119, }, "e": { "0.05": 0.022662, @@ -10394,8 +10394,8 @@ moe_distefano_2017_data = { "0.65": 0.156795, "0.75": 0.153602, "0.85": 0.101875, - "0.95": 0.0336661 - } + "0.95": 0.0336661, + }, }, "5.75": { "periodfrac": 0.102935, @@ -10411,7 +10411,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0224666, @@ -10423,8 +10423,8 @@ moe_distefano_2017_data = { "0.65": 0.156906, "0.75": 0.153766, "0.85": 0.102116, - "0.95": 0.0338787 - } + "0.95": 0.0338787, + }, }, "6.25": { "periodfrac": 0.08888, @@ -10440,7 +10440,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0223102, @@ -10452,8 +10452,8 @@ moe_distefano_2017_data = { "0.65": 0.157021, "0.75": 0.153903, "0.85": 0.102269, - "0.95": 0.0339908 - } + "0.95": 0.0339908, + }, }, "6.75": { "periodfrac": 0.0764997, @@ -10469,7 +10469,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0221814, @@ -10481,8 +10481,8 @@ moe_distefano_2017_data = { "0.65": 0.157129, "0.75": 0.15402, "0.85": 0.102375, - "0.95": 0.0340549 - } + "0.95": 0.0340549, + }, }, "7.25": { "periodfrac": 0.0658439, @@ -10498,7 +10498,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0220732, @@ -10510,8 +10510,8 @@ moe_distefano_2017_data = { "0.65": 0.157225, "0.75": 0.15412, "0.85": 0.102455, - "0.95": 0.0340945 - } + "0.95": 0.0340945, + }, }, "7.75": { "periodfrac": 0.0566724, @@ -10527,7 +10527,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0219808, @@ -10539,10 +10539,10 @@ moe_distefano_2017_data = { "0.65": 0.157311, "0.75": 0.154207, "0.85": 0.102519, - "0.95": 0.0341218 - } - } - } + "0.95": 0.0341218, + }, + }, + }, }, "1.2": { "f_multi": 1.7587, @@ -10554,7 +10554,7 @@ moe_distefano_2017_data = { "single_fraction": 0.192, "binary_fraction": 0.337, "triple_fraction": 0.297, - "quadruple_fraction": 0.174 + "quadruple_fraction": 0.174, }, "logP": { "0.25": { @@ -10571,7 +10571,7 @@ moe_distefano_2017_data = { "0.65": 0.0919401, "0.75": 0.0855755, "0.85": 0.103854, - "0.95": 0.143104 + "0.95": 0.143104, }, "e": { "0.05": 1.0, @@ -10583,8 +10583,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.113077, @@ -10600,7 +10600,7 @@ moe_distefano_2017_data = { "0.65": 0.0919401, "0.75": 0.0855755, "0.85": 0.103854, - "0.95": 0.143104 + "0.95": 0.143104, }, "e": { "0.05": 0.30542, @@ -10612,8 +10612,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.112675, @@ -10629,7 +10629,7 @@ moe_distefano_2017_data = { "0.65": 0.0904968, "0.75": 0.0820819, "0.85": 0.0888061, - "0.95": 0.108258 + "0.95": 0.108258, }, "e": { "0.05": 0.0579589, @@ -10641,8 +10641,8 @@ moe_distefano_2017_data = { "0.65": 0.111039, "0.75": 0.013261, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.110055, @@ -10658,7 +10658,7 @@ moe_distefano_2017_data = { "0.65": 0.0804982, "0.75": 0.0684377, "0.85": 0.0593877, - "0.95": 0.0523587 + "0.95": 0.0523587, }, "e": { "0.05": 0.0356491, @@ -10670,8 +10670,8 @@ moe_distefano_2017_data = { "0.65": 0.170034, "0.75": 0.112538, "0.85": 0.0292965, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.11295, @@ -10687,7 +10687,7 @@ moe_distefano_2017_data = { "0.65": 0.0691883, "0.75": 0.0560923, "0.85": 0.046696, - "0.95": 0.03968 + "0.95": 0.03968, }, "e": { "0.05": 0.0289821, @@ -10699,8 +10699,8 @@ moe_distefano_2017_data = { "0.65": 0.16219, "0.75": 0.142897, "0.85": 0.0713511, - "0.95": 0.00787633 - } + "0.95": 0.00787633, + }, }, "2.75": { "periodfrac": 0.127174, @@ -10716,7 +10716,7 @@ moe_distefano_2017_data = { "0.65": 0.0636632, "0.75": 0.050509, "0.85": 0.0412618, - "0.95": 0.0344798 + "0.95": 0.0344798, }, "e": { "0.05": 0.0260227, @@ -10728,8 +10728,8 @@ moe_distefano_2017_data = { "0.65": 0.158978, "0.75": 0.150283, "0.85": 0.0884474, - "0.95": 0.0198931 - } + "0.95": 0.0198931, + }, }, "3.25": { "periodfrac": 0.14541, @@ -10745,7 +10745,7 @@ moe_distefano_2017_data = { "0.65": 0.0574048, "0.75": 0.0445694, "0.85": 0.0357285, - "0.95": 0.0293595 + "0.95": 0.0293595, }, "e": { "0.05": 0.024524, @@ -10757,8 +10757,8 @@ moe_distefano_2017_data = { "0.65": 0.157834, "0.75": 0.1525, "0.85": 0.0959736, - "0.95": 0.0270717 - } + "0.95": 0.0270717, + }, }, "3.75": { "periodfrac": 0.152103, @@ -10774,7 +10774,7 @@ moe_distefano_2017_data = { "0.65": 0.0500228, "0.75": 0.0380064, "0.85": 0.0298971, - "0.95": 0.0241592 + "0.95": 0.0241592, }, "e": { "0.05": 0.023755, @@ -10786,8 +10786,8 @@ moe_distefano_2017_data = { "0.65": 0.157007, "0.75": 0.152892, "0.85": 0.0991651, - "0.95": 0.0305648 - } + "0.95": 0.0305648, + }, }, "4.25": { "periodfrac": 0.14599, @@ -10803,7 +10803,7 @@ moe_distefano_2017_data = { "0.65": 0.0444447, "0.75": 0.0333324, "0.85": 0.0259249, - "0.95": 0.0207394 + "0.95": 0.0207394, }, "e": { "0.05": 0.0232584, @@ -10815,8 +10815,8 @@ moe_distefano_2017_data = { "0.65": 0.156734, "0.75": 0.153173, "0.85": 0.100689, - "0.95": 0.0323712 - } + "0.95": 0.0323712, + }, }, "4.75": { "periodfrac": 0.135171, @@ -10832,7 +10832,7 @@ moe_distefano_2017_data = { "0.65": 0.0411255, "0.75": 0.0308433, "0.85": 0.0239887, - "0.95": 0.0191907 + "0.95": 0.0191907, }, "e": { "0.05": 0.0229148, @@ -10844,8 +10844,8 @@ moe_distefano_2017_data = { "0.65": 0.156715, "0.75": 0.153406, "0.85": 0.10146, - "0.95": 0.0332431 - } + "0.95": 0.0332431, + }, }, "5.25": { "periodfrac": 0.12247, @@ -10861,7 +10861,7 @@ moe_distefano_2017_data = { "0.65": 0.037742, "0.75": 0.0283054, "0.85": 0.0220151, - "0.95": 0.0176119 + "0.95": 0.0176119, }, "e": { "0.05": 0.022662, @@ -10873,8 +10873,8 @@ moe_distefano_2017_data = { "0.65": 0.156795, "0.75": 0.153602, "0.85": 0.101875, - "0.95": 0.0336661 - } + "0.95": 0.0336661, + }, }, "5.75": { "periodfrac": 0.10899, @@ -10890,7 +10890,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0224666, @@ -10902,8 +10902,8 @@ moe_distefano_2017_data = { "0.65": 0.156906, "0.75": 0.153766, "0.85": 0.102116, - "0.95": 0.0338787 - } + "0.95": 0.0338787, + }, }, "6.25": { "periodfrac": 0.0941082, @@ -10919,7 +10919,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0223102, @@ -10931,8 +10931,8 @@ moe_distefano_2017_data = { "0.65": 0.157021, "0.75": 0.153903, "0.85": 0.102269, - "0.95": 0.0339908 - } + "0.95": 0.0339908, + }, }, "6.75": { "periodfrac": 0.0809997, @@ -10948,7 +10948,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0221814, @@ -10960,8 +10960,8 @@ moe_distefano_2017_data = { "0.65": 0.157129, "0.75": 0.15402, "0.85": 0.102375, - "0.95": 0.0340549 - } + "0.95": 0.0340549, + }, }, "7.25": { "periodfrac": 0.0697171, @@ -10977,7 +10977,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0220732, @@ -10989,8 +10989,8 @@ moe_distefano_2017_data = { "0.65": 0.157225, "0.75": 0.15412, "0.85": 0.102455, - "0.95": 0.0340945 - } + "0.95": 0.0340945, + }, }, "7.75": { "periodfrac": 0.0600061, @@ -11006,7 +11006,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0219808, @@ -11018,10 +11018,10 @@ moe_distefano_2017_data = { "0.65": 0.157311, "0.75": 0.154207, "0.85": 0.102519, - "0.95": 0.0341218 - } - } - } + "0.95": 0.0341218, + }, + }, + }, }, "1.3": { "f_multi": 1.8962, @@ -11033,7 +11033,7 @@ moe_distefano_2017_data = { "single_fraction": 0.172, "binary_fraction": 0.2325, "triple_fraction": 0.308, - "quadruple_fraction": 0.195 + "quadruple_fraction": 0.195, }, "logP": { "0.25": { @@ -11050,7 +11050,7 @@ moe_distefano_2017_data = { "0.65": 0.0931179, "0.75": 0.0866718, "0.85": 0.101863, - "0.95": 0.135448 + "0.95": 0.135448, }, "e": { "0.05": 1.0, @@ -11062,8 +11062,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.12803, @@ -11079,7 +11079,7 @@ moe_distefano_2017_data = { "0.65": 0.0931179, "0.75": 0.0866718, "0.85": 0.101863, - "0.95": 0.135448 + "0.95": 0.135448, }, "e": { "0.05": 0.30542, @@ -11091,8 +11091,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.126299, @@ -11108,7 +11108,7 @@ moe_distefano_2017_data = { "0.65": 0.0911267, "0.75": 0.0826534, "0.85": 0.0876195, - "0.95": 0.103856 + "0.95": 0.103856, }, "e": { "0.05": 0.0579589, @@ -11120,8 +11120,8 @@ moe_distefano_2017_data = { "0.65": 0.111039, "0.75": 0.013261, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.120316, @@ -11137,7 +11137,7 @@ moe_distefano_2017_data = { "0.65": 0.0804982, "0.75": 0.0684377, "0.85": 0.0593877, - "0.95": 0.0523587 + "0.95": 0.0523587, }, "e": { "0.05": 0.0356491, @@ -11149,8 +11149,8 @@ moe_distefano_2017_data = { "0.65": 0.170034, "0.75": 0.112538, "0.85": 0.0292965, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.121275, @@ -11166,7 +11166,7 @@ moe_distefano_2017_data = { "0.65": 0.0691883, "0.75": 0.0560923, "0.85": 0.046696, - "0.95": 0.03968 + "0.95": 0.03968, }, "e": { "0.05": 0.0289821, @@ -11178,8 +11178,8 @@ moe_distefano_2017_data = { "0.65": 0.16219, "0.75": 0.142897, "0.85": 0.0713511, - "0.95": 0.00787633 - } + "0.95": 0.00787633, + }, }, "2.75": { "periodfrac": 0.135936, @@ -11195,7 +11195,7 @@ moe_distefano_2017_data = { "0.65": 0.0636632, "0.75": 0.050509, "0.85": 0.0412618, - "0.95": 0.0344798 + "0.95": 0.0344798, }, "e": { "0.05": 0.0260227, @@ -11207,8 +11207,8 @@ moe_distefano_2017_data = { "0.65": 0.158978, "0.75": 0.150283, "0.85": 0.0884474, - "0.95": 0.0198931 - } + "0.95": 0.0198931, + }, }, "3.25": { "periodfrac": 0.154819, @@ -11224,7 +11224,7 @@ moe_distefano_2017_data = { "0.65": 0.0574048, "0.75": 0.0445694, "0.85": 0.0357285, - "0.95": 0.0293595 + "0.95": 0.0293595, }, "e": { "0.05": 0.024524, @@ -11236,8 +11236,8 @@ moe_distefano_2017_data = { "0.65": 0.157834, "0.75": 0.1525, "0.85": 0.0959736, - "0.95": 0.0270717 - } + "0.95": 0.0270717, + }, }, "3.75": { "periodfrac": 0.161772, @@ -11253,7 +11253,7 @@ moe_distefano_2017_data = { "0.65": 0.0500228, "0.75": 0.0380064, "0.85": 0.0298971, - "0.95": 0.0241592 + "0.95": 0.0241592, }, "e": { "0.05": 0.023755, @@ -11265,8 +11265,8 @@ moe_distefano_2017_data = { "0.65": 0.157007, "0.75": 0.152892, "0.85": 0.0991651, - "0.95": 0.0305648 - } + "0.95": 0.0305648, + }, }, "4.25": { "periodfrac": 0.155338, @@ -11282,7 +11282,7 @@ moe_distefano_2017_data = { "0.65": 0.0444447, "0.75": 0.0333324, "0.85": 0.0259249, - "0.95": 0.0207394 + "0.95": 0.0207394, }, "e": { "0.05": 0.0232584, @@ -11294,8 +11294,8 @@ moe_distefano_2017_data = { "0.65": 0.156734, "0.75": 0.153173, "0.85": 0.100689, - "0.95": 0.0323712 - } + "0.95": 0.0323712, + }, }, "4.75": { "periodfrac": 0.143908, @@ -11311,7 +11311,7 @@ moe_distefano_2017_data = { "0.65": 0.0411255, "0.75": 0.0308433, "0.85": 0.0239887, - "0.95": 0.0191907 + "0.95": 0.0191907, }, "e": { "0.05": 0.0229148, @@ -11323,8 +11323,8 @@ moe_distefano_2017_data = { "0.65": 0.156715, "0.75": 0.153406, "0.85": 0.10146, - "0.95": 0.0332431 - } + "0.95": 0.0332431, + }, }, "5.25": { "periodfrac": 0.130492, @@ -11340,7 +11340,7 @@ moe_distefano_2017_data = { "0.65": 0.037742, "0.75": 0.0283054, "0.85": 0.0220151, - "0.95": 0.0176119 + "0.95": 0.0176119, }, "e": { "0.05": 0.022662, @@ -11352,8 +11352,8 @@ moe_distefano_2017_data = { "0.65": 0.156795, "0.75": 0.153602, "0.85": 0.101875, - "0.95": 0.0336661 - } + "0.95": 0.0336661, + }, }, "5.75": { "periodfrac": 0.116198, @@ -11369,7 +11369,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0224666, @@ -11381,8 +11381,8 @@ moe_distefano_2017_data = { "0.65": 0.156906, "0.75": 0.153766, "0.85": 0.102116, - "0.95": 0.0338787 - } + "0.95": 0.0338787, + }, }, "6.25": { "periodfrac": 0.100332, @@ -11398,7 +11398,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0223102, @@ -11410,8 +11410,8 @@ moe_distefano_2017_data = { "0.65": 0.157021, "0.75": 0.153903, "0.85": 0.102269, - "0.95": 0.0339908 - } + "0.95": 0.0339908, + }, }, "6.75": { "periodfrac": 0.0863568, @@ -11427,7 +11427,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0221814, @@ -11439,8 +11439,8 @@ moe_distefano_2017_data = { "0.65": 0.157129, "0.75": 0.15402, "0.85": 0.102375, - "0.95": 0.0340549 - } + "0.95": 0.0340549, + }, }, "7.25": { "periodfrac": 0.074328, @@ -11456,7 +11456,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0220732, @@ -11468,8 +11468,8 @@ moe_distefano_2017_data = { "0.65": 0.157225, "0.75": 0.15412, "0.85": 0.102455, - "0.95": 0.0340945 - } + "0.95": 0.0340945, + }, }, "7.75": { "periodfrac": 0.0639747, @@ -11485,7 +11485,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0219808, @@ -11497,10 +11497,10 @@ moe_distefano_2017_data = { "0.65": 0.157311, "0.75": 0.154207, "0.85": 0.102519, - "0.95": 0.0341218 - } - } - } + "0.95": 0.0341218, + }, + }, + }, }, "1.4": { "f_multi": 2.0442, @@ -11512,7 +11512,7 @@ moe_distefano_2017_data = { "single_fraction": 0.152, "binary_fraction": 0.312, "triple_fraction": 0.319, - "quadruple_fraction": 0.217 + "quadruple_fraction": 0.217, }, "logP": { "0.25": { @@ -11529,7 +11529,7 @@ moe_distefano_2017_data = { "0.65": 0.094286, "0.75": 0.087759, "0.85": 0.0998883, - "0.95": 0.127855 + "0.95": 0.127855, }, "e": { "0.05": 1.0, @@ -11541,8 +11541,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.144054, @@ -11558,7 +11558,7 @@ moe_distefano_2017_data = { "0.65": 0.094286, "0.75": 0.087759, "0.85": 0.0998883, - "0.95": 0.127855 + "0.95": 0.127855, }, "e": { "0.05": 0.30542, @@ -11570,8 +11570,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.140794, @@ -11587,7 +11587,7 @@ moe_distefano_2017_data = { "0.65": 0.0917534, "0.75": 0.0832216, "0.85": 0.0864391, - "0.95": 0.0994763 + "0.95": 0.0994763, }, "e": { "0.05": 0.0579589, @@ -11599,8 +11599,8 @@ moe_distefano_2017_data = { "0.65": 0.111039, "0.75": 0.013261, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.130999, @@ -11616,7 +11616,7 @@ moe_distefano_2017_data = { "0.65": 0.0804982, "0.75": 0.0684377, "0.85": 0.0593877, - "0.95": 0.0523587 + "0.95": 0.0523587, }, "e": { "0.05": 0.0356491, @@ -11628,8 +11628,8 @@ moe_distefano_2017_data = { "0.65": 0.170034, "0.75": 0.112538, "0.85": 0.0292965, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.129776, @@ -11645,7 +11645,7 @@ moe_distefano_2017_data = { "0.65": 0.0691883, "0.75": 0.0560923, "0.85": 0.046696, - "0.95": 0.03968 + "0.95": 0.03968, }, "e": { "0.05": 0.0289821, @@ -11657,8 +11657,8 @@ moe_distefano_2017_data = { "0.65": 0.16219, "0.75": 0.142897, "0.85": 0.0713511, - "0.95": 0.00787633 - } + "0.95": 0.00787633, + }, }, "2.75": { "periodfrac": 0.144882, @@ -11674,7 +11674,7 @@ moe_distefano_2017_data = { "0.65": 0.0636632, "0.75": 0.050509, "0.85": 0.0412618, - "0.95": 0.0344798 + "0.95": 0.0344798, }, "e": { "0.05": 0.0260227, @@ -11686,8 +11686,8 @@ moe_distefano_2017_data = { "0.65": 0.158978, "0.75": 0.150283, "0.85": 0.0884474, - "0.95": 0.0198931 - } + "0.95": 0.0198931, + }, }, "3.25": { "periodfrac": 0.164428, @@ -11703,7 +11703,7 @@ moe_distefano_2017_data = { "0.65": 0.0574048, "0.75": 0.0445694, "0.85": 0.0357285, - "0.95": 0.0293595 + "0.95": 0.0293595, }, "e": { "0.05": 0.024524, @@ -11715,8 +11715,8 @@ moe_distefano_2017_data = { "0.65": 0.157834, "0.75": 0.1525, "0.85": 0.0959736, - "0.95": 0.0270717 - } + "0.95": 0.0270717, + }, }, "3.75": { "periodfrac": 0.171766, @@ -11732,7 +11732,7 @@ moe_distefano_2017_data = { "0.65": 0.0500228, "0.75": 0.0380064, "0.85": 0.0298971, - "0.95": 0.0241592 + "0.95": 0.0241592, }, "e": { "0.05": 0.023755, @@ -11744,8 +11744,8 @@ moe_distefano_2017_data = { "0.65": 0.157007, "0.75": 0.152892, "0.85": 0.0991651, - "0.95": 0.0305648 - } + "0.95": 0.0305648, + }, }, "4.25": { "periodfrac": 0.165213, @@ -11761,7 +11761,7 @@ moe_distefano_2017_data = { "0.65": 0.0444447, "0.75": 0.0333324, "0.85": 0.0259249, - "0.95": 0.0207394 + "0.95": 0.0207394, }, "e": { "0.05": 0.0232584, @@ -11773,8 +11773,8 @@ moe_distefano_2017_data = { "0.65": 0.156734, "0.75": 0.153173, "0.85": 0.100689, - "0.95": 0.0323712 - } + "0.95": 0.0323712, + }, }, "4.75": { "periodfrac": 0.153406, @@ -11790,7 +11790,7 @@ moe_distefano_2017_data = { "0.65": 0.0411255, "0.75": 0.0308433, "0.85": 0.0239887, - "0.95": 0.0191907 + "0.95": 0.0191907, }, "e": { "0.05": 0.0229148, @@ -11802,8 +11802,8 @@ moe_distefano_2017_data = { "0.65": 0.156715, "0.75": 0.153406, "0.85": 0.10146, - "0.95": 0.0332431 - } + "0.95": 0.0332431, + }, }, "5.25": { "periodfrac": 0.139553, @@ -11819,7 +11819,7 @@ moe_distefano_2017_data = { "0.65": 0.037742, "0.75": 0.0283054, "0.85": 0.0220151, - "0.95": 0.0176119 + "0.95": 0.0176119, }, "e": { "0.05": 0.022662, @@ -11831,8 +11831,8 @@ moe_distefano_2017_data = { "0.65": 0.156795, "0.75": 0.153602, "0.85": 0.101875, - "0.95": 0.0336661 - } + "0.95": 0.0336661, + }, }, "5.75": { "periodfrac": 0.12456, @@ -11848,7 +11848,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0224666, @@ -11860,8 +11860,8 @@ moe_distefano_2017_data = { "0.65": 0.156906, "0.75": 0.153766, "0.85": 0.102116, - "0.95": 0.0338787 - } + "0.95": 0.0338787, + }, }, "6.25": { "periodfrac": 0.107552, @@ -11877,7 +11877,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0223102, @@ -11889,8 +11889,8 @@ moe_distefano_2017_data = { "0.65": 0.157021, "0.75": 0.153903, "0.85": 0.102269, - "0.95": 0.0339908 - } + "0.95": 0.0339908, + }, }, "6.75": { "periodfrac": 0.0925711, @@ -11906,7 +11906,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0221814, @@ -11918,8 +11918,8 @@ moe_distefano_2017_data = { "0.65": 0.157129, "0.75": 0.15402, "0.85": 0.102375, - "0.95": 0.0340549 - } + "0.95": 0.0340549, + }, }, "7.25": { "periodfrac": 0.0796767, @@ -11935,7 +11935,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0220732, @@ -11947,8 +11947,8 @@ moe_distefano_2017_data = { "0.65": 0.157225, "0.75": 0.15412, "0.85": 0.102455, - "0.95": 0.0340945 - } + "0.95": 0.0340945, + }, }, "7.75": { "periodfrac": 0.0685783, @@ -11964,7 +11964,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0219808, @@ -11976,10 +11976,10 @@ moe_distefano_2017_data = { "0.65": 0.157311, "0.75": 0.154207, "0.85": 0.102519, - "0.95": 0.0341218 - } - } - } + "0.95": 0.0341218, + }, + }, + }, }, "1.5": { "f_multi": 2.2029, @@ -11991,7 +11991,7 @@ moe_distefano_2017_data = { "single_fraction": 0.135, "binary_fraction": 0.297, "triple_fraction": 0.327, - "quadruple_fraction": 0.24 + "quadruple_fraction": 0.24, }, "logP": { "0.25": { @@ -12008,7 +12008,7 @@ moe_distefano_2017_data = { "0.65": 0.0954445, "0.75": 0.0888371, "0.85": 0.0979304, - "0.95": 0.120325 + "0.95": 0.120325, }, "e": { "0.05": 1.0, @@ -12020,8 +12020,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.161161, @@ -12037,7 +12037,7 @@ moe_distefano_2017_data = { "0.65": 0.0954445, "0.75": 0.0888371, "0.85": 0.0979304, - "0.95": 0.120325 + "0.95": 0.120325, }, "e": { "0.05": 0.30542, @@ -12049,8 +12049,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.156167, @@ -12066,7 +12066,7 @@ moe_distefano_2017_data = { "0.65": 0.0923766, "0.75": 0.083787, "0.85": 0.0852654, - "0.95": 0.0951205 + "0.95": 0.0951205, }, "e": { "0.05": 0.0579589, @@ -12078,8 +12078,8 @@ moe_distefano_2017_data = { "0.65": 0.111039, "0.75": 0.013261, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.142104, @@ -12095,7 +12095,7 @@ moe_distefano_2017_data = { "0.65": 0.0804982, "0.75": 0.0684377, "0.85": 0.0593877, - "0.95": 0.0523587 + "0.95": 0.0523587, }, "e": { "0.05": 0.0356491, @@ -12107,8 +12107,8 @@ moe_distefano_2017_data = { "0.65": 0.170034, "0.75": 0.112538, "0.85": 0.0292965, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.138452, @@ -12124,7 +12124,7 @@ moe_distefano_2017_data = { "0.65": 0.0691883, "0.75": 0.0560923, "0.85": 0.046696, - "0.95": 0.03968 + "0.95": 0.03968, }, "e": { "0.05": 0.0289821, @@ -12136,8 +12136,8 @@ moe_distefano_2017_data = { "0.65": 0.16219, "0.75": 0.142897, "0.85": 0.0713511, - "0.95": 0.00787633 - } + "0.95": 0.00787633, + }, }, "2.75": { "periodfrac": 0.154013, @@ -12153,7 +12153,7 @@ moe_distefano_2017_data = { "0.65": 0.0636632, "0.75": 0.050509, "0.85": 0.0412618, - "0.95": 0.0344798 + "0.95": 0.0344798, }, "e": { "0.05": 0.0260227, @@ -12165,8 +12165,8 @@ moe_distefano_2017_data = { "0.65": 0.158978, "0.75": 0.150283, "0.85": 0.0884474, - "0.95": 0.0198931 - } + "0.95": 0.0198931, + }, }, "3.25": { "periodfrac": 0.174237, @@ -12182,7 +12182,7 @@ moe_distefano_2017_data = { "0.65": 0.0574048, "0.75": 0.0445694, "0.85": 0.0357285, - "0.95": 0.0293595 + "0.95": 0.0293595, }, "e": { "0.05": 0.024524, @@ -12194,8 +12194,8 @@ moe_distefano_2017_data = { "0.65": 0.157834, "0.75": 0.1525, "0.85": 0.0959736, - "0.95": 0.0270717 - } + "0.95": 0.0270717, + }, }, "3.75": { "periodfrac": 0.182082, @@ -12211,7 +12211,7 @@ moe_distefano_2017_data = { "0.65": 0.0500228, "0.75": 0.0380064, "0.85": 0.0298971, - "0.95": 0.0241592 + "0.95": 0.0241592, }, "e": { "0.05": 0.023755, @@ -12223,8 +12223,8 @@ moe_distefano_2017_data = { "0.65": 0.157007, "0.75": 0.152892, "0.85": 0.0991651, - "0.95": 0.0305648 - } + "0.95": 0.0305648, + }, }, "4.25": { "periodfrac": 0.175617, @@ -12240,7 +12240,7 @@ moe_distefano_2017_data = { "0.65": 0.0444447, "0.75": 0.0333324, "0.85": 0.0259249, - "0.95": 0.0207394 + "0.95": 0.0207394, }, "e": { "0.05": 0.0232584, @@ -12252,8 +12252,8 @@ moe_distefano_2017_data = { "0.65": 0.156734, "0.75": 0.153173, "0.85": 0.100689, - "0.95": 0.0323712 - } + "0.95": 0.0323712, + }, }, "4.75": { "periodfrac": 0.163665, @@ -12269,7 +12269,7 @@ moe_distefano_2017_data = { "0.65": 0.0411255, "0.75": 0.0308433, "0.85": 0.0239887, - "0.95": 0.0191907 + "0.95": 0.0191907, }, "e": { "0.05": 0.0229148, @@ -12281,8 +12281,8 @@ moe_distefano_2017_data = { "0.65": 0.156715, "0.75": 0.153406, "0.85": 0.10146, - "0.95": 0.0332431 - } + "0.95": 0.0332431, + }, }, "5.25": { "periodfrac": 0.149652, @@ -12298,7 +12298,7 @@ moe_distefano_2017_data = { "0.65": 0.037742, "0.75": 0.0283054, "0.85": 0.0220151, - "0.95": 0.0176119 + "0.95": 0.0176119, }, "e": { "0.05": 0.022662, @@ -12310,8 +12310,8 @@ moe_distefano_2017_data = { "0.65": 0.156795, "0.75": 0.153602, "0.85": 0.101875, - "0.95": 0.0336661 - } + "0.95": 0.0336661, + }, }, "5.75": { "periodfrac": 0.134075, @@ -12327,7 +12327,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0224666, @@ -12339,8 +12339,8 @@ moe_distefano_2017_data = { "0.65": 0.156906, "0.75": 0.153766, "0.85": 0.102116, - "0.95": 0.0338787 - } + "0.95": 0.0338787, + }, }, "6.25": { "periodfrac": 0.115768, @@ -12356,7 +12356,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0223102, @@ -12368,8 +12368,8 @@ moe_distefano_2017_data = { "0.65": 0.157021, "0.75": 0.153903, "0.85": 0.102269, - "0.95": 0.0339908 - } + "0.95": 0.0339908, + }, }, "6.75": { "periodfrac": 0.0996425, @@ -12385,7 +12385,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0221814, @@ -12397,8 +12397,8 @@ moe_distefano_2017_data = { "0.65": 0.157129, "0.75": 0.15402, "0.85": 0.102375, - "0.95": 0.0340549 - } + "0.95": 0.0340549, + }, }, "7.25": { "periodfrac": 0.0857631, @@ -12414,7 +12414,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0220732, @@ -12426,8 +12426,8 @@ moe_distefano_2017_data = { "0.65": 0.157225, "0.75": 0.15412, "0.85": 0.102455, - "0.95": 0.0340945 - } + "0.95": 0.0340945, + }, }, "7.75": { "periodfrac": 0.073817, @@ -12443,7 +12443,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0219808, @@ -12455,10 +12455,10 @@ moe_distefano_2017_data = { "0.65": 0.157311, "0.75": 0.154207, "0.85": 0.102519, - "0.95": 0.0341218 - } - } - } + "0.95": 0.0341218, + }, + }, + }, }, "1.6": { "f_multi": 2.3722, @@ -12470,7 +12470,7 @@ moe_distefano_2017_data = { "single_fraction": 0.119, "binary_fraction": 0.282, "triple_fraction": 0.335, - "quadruple_fraction": 0.265 + "quadruple_fraction": 0.265, }, "logP": { "0.25": { @@ -12487,7 +12487,7 @@ moe_distefano_2017_data = { "0.65": 0.0965932, "0.75": 0.0899064, "0.85": 0.0959885, - "0.95": 0.112858 + "0.95": 0.112858, }, "e": { "0.05": 1.0, @@ -12499,8 +12499,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "0.75": { "periodfrac": 0.179363, @@ -12516,7 +12516,7 @@ moe_distefano_2017_data = { "0.65": 0.0965932, "0.75": 0.0899064, "0.85": 0.0959885, - "0.95": 0.112858 + "0.95": 0.112858, }, "e": { "0.05": 0.30542, @@ -12528,8 +12528,8 @@ moe_distefano_2017_data = { "0.65": 0.0, "0.75": 0.0, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.25": { "periodfrac": 0.172423, @@ -12545,7 +12545,7 @@ moe_distefano_2017_data = { "0.65": 0.0929965, "0.75": 0.0843491, "0.85": 0.0840978, - "0.95": 0.0907882 + "0.95": 0.0907882, }, "e": { "0.05": 0.0579589, @@ -12557,8 +12557,8 @@ moe_distefano_2017_data = { "0.65": 0.111039, "0.75": 0.013261, "0.85": 0.0, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "1.75": { "periodfrac": 0.153631, @@ -12574,7 +12574,7 @@ moe_distefano_2017_data = { "0.65": 0.0804982, "0.75": 0.0684377, "0.85": 0.0593877, - "0.95": 0.0523587 + "0.95": 0.0523587, }, "e": { "0.05": 0.0356491, @@ -12586,8 +12586,8 @@ moe_distefano_2017_data = { "0.65": 0.170034, "0.75": 0.112538, "0.85": 0.0292965, - "0.95": 0.0 - } + "0.95": 0.0, + }, }, "2.25": { "periodfrac": 0.147303, @@ -12603,7 +12603,7 @@ moe_distefano_2017_data = { "0.65": 0.0691883, "0.75": 0.0560923, "0.85": 0.046696, - "0.95": 0.03968 + "0.95": 0.03968, }, "e": { "0.05": 0.0289821, @@ -12615,8 +12615,8 @@ moe_distefano_2017_data = { "0.65": 0.16219, "0.75": 0.142897, "0.85": 0.0713511, - "0.95": 0.00787633 - } + "0.95": 0.00787633, + }, }, "2.75": { "periodfrac": 0.163328, @@ -12632,7 +12632,7 @@ moe_distefano_2017_data = { "0.65": 0.0636632, "0.75": 0.050509, "0.85": 0.0412618, - "0.95": 0.0344798 + "0.95": 0.0344798, }, "e": { "0.05": 0.0260227, @@ -12644,8 +12644,8 @@ moe_distefano_2017_data = { "0.65": 0.158978, "0.75": 0.150283, "0.85": 0.0884474, - "0.95": 0.0198931 - } + "0.95": 0.0198931, + }, }, "3.25": { "periodfrac": 0.184245, @@ -12661,7 +12661,7 @@ moe_distefano_2017_data = { "0.65": 0.0574048, "0.75": 0.0445694, "0.85": 0.0357285, - "0.95": 0.0293595 + "0.95": 0.0293595, }, "e": { "0.05": 0.024524, @@ -12673,8 +12673,8 @@ moe_distefano_2017_data = { "0.65": 0.157834, "0.75": 0.1525, "0.85": 0.0959736, - "0.95": 0.0270717 - } + "0.95": 0.0270717, + }, }, "3.75": { "periodfrac": 0.192722, @@ -12690,7 +12690,7 @@ moe_distefano_2017_data = { "0.65": 0.0500228, "0.75": 0.0380064, "0.85": 0.0298971, - "0.95": 0.0241592 + "0.95": 0.0241592, }, "e": { "0.05": 0.023755, @@ -12702,8 +12702,8 @@ moe_distefano_2017_data = { "0.65": 0.157007, "0.75": 0.152892, "0.85": 0.0991651, - "0.95": 0.0305648 - } + "0.95": 0.0305648, + }, }, "4.25": { "periodfrac": 0.186549, @@ -12719,7 +12719,7 @@ moe_distefano_2017_data = { "0.65": 0.0444447, "0.75": 0.0333324, "0.85": 0.0259249, - "0.95": 0.0207394 + "0.95": 0.0207394, }, "e": { "0.05": 0.0232584, @@ -12731,8 +12731,8 @@ moe_distefano_2017_data = { "0.65": 0.156734, "0.75": 0.153173, "0.85": 0.100689, - "0.95": 0.0323712 - } + "0.95": 0.0323712, + }, }, "4.75": { "periodfrac": 0.174686, @@ -12748,7 +12748,7 @@ moe_distefano_2017_data = { "0.65": 0.0411255, "0.75": 0.0308433, "0.85": 0.0239887, - "0.95": 0.0191907 + "0.95": 0.0191907, }, "e": { "0.05": 0.0229148, @@ -12760,8 +12760,8 @@ moe_distefano_2017_data = { "0.65": 0.156715, "0.75": 0.153406, "0.85": 0.10146, - "0.95": 0.0332431 - } + "0.95": 0.0332431, + }, }, "5.25": { "periodfrac": 0.160789, @@ -12777,7 +12777,7 @@ moe_distefano_2017_data = { "0.65": 0.037742, "0.75": 0.0283054, "0.85": 0.0220151, - "0.95": 0.0176119 + "0.95": 0.0176119, }, "e": { "0.05": 0.022662, @@ -12789,8 +12789,8 @@ moe_distefano_2017_data = { "0.65": 0.156795, "0.75": 0.153602, "0.85": 0.101875, - "0.95": 0.0336661 - } + "0.95": 0.0336661, + }, }, "5.75": { "periodfrac": 0.144744, @@ -12806,7 +12806,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0224666, @@ -12818,8 +12818,8 @@ moe_distefano_2017_data = { "0.65": 0.156906, "0.75": 0.153766, "0.85": 0.102116, - "0.95": 0.0338787 - } + "0.95": 0.0338787, + }, }, "6.25": { "periodfrac": 0.12498, @@ -12835,7 +12835,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0223102, @@ -12847,8 +12847,8 @@ moe_distefano_2017_data = { "0.65": 0.157021, "0.75": 0.153903, "0.85": 0.102269, - "0.95": 0.0339908 - } + "0.95": 0.0339908, + }, }, "6.75": { "periodfrac": 0.107571, @@ -12864,7 +12864,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0221814, @@ -12876,8 +12876,8 @@ moe_distefano_2017_data = { "0.65": 0.157129, "0.75": 0.15402, "0.85": 0.102375, - "0.95": 0.0340549 - } + "0.95": 0.0340549, + }, }, "7.25": { "periodfrac": 0.0925872, @@ -12893,7 +12893,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0220732, @@ -12905,8 +12905,8 @@ moe_distefano_2017_data = { "0.65": 0.157225, "0.75": 0.15412, "0.85": 0.102455, - "0.95": 0.0340945 - } + "0.95": 0.0340945, + }, }, "7.75": { "periodfrac": 0.0796906, @@ -12922,7 +12922,7 @@ moe_distefano_2017_data = { "0.65": 0.0350173, "0.75": 0.026262, "0.85": 0.0204257, - "0.95": 0.0163404 + "0.95": 0.0163404, }, "e": { "0.05": 0.0219808, @@ -12934,11 +12934,11 @@ moe_distefano_2017_data = { "0.65": 0.157311, "0.75": 0.154207, "0.85": 0.102519, - "0.95": 0.0341218 - } - } - } - } + "0.95": 0.0341218, + }, + }, + }, + }, } - ] -} \ No newline at end of file + ], +}