Index

A

angular_diameter_distances() (hierarc.Likelihood.hierarchy_likelihood.LensLikelihood method) ani_param_array (hierarc.LensPosterior.anisotropy_config.AnisotropyConfig property) ani_scaling() (hierarc.Likelihood.anisotropy_scaling.AnisotropyScalingIFU method) (hierarc.Likelihood.anisotropy_scaling.AnisotropyScalingSingleAperture method) anisotropy_kwargs() (hierarc.LensPosterior.anisotropy_config.AnisotropyConfig method) anisotropy_scaling() (hierarc.LensPosterior.kin_constraints.KinConstraints method) AnisotropyConfig (class in hierarc.LensPosterior.anisotropy_config)

AnisotropyScalingIFU (class in hierarc.Likelihood.anisotropy_scaling) AnisotropyScalingSingleAperture (class in hierarc.Likelihood.anisotropy_scaling) approx_cdf_1d() (in module hierarc.Util.distribution_util) args2kwargs() (hierarc.Sampling.ParamManager.cosmo_param.CosmoParam method) (hierarc.Sampling.ParamManager.kin_param.KinParam method) (hierarc.Sampling.ParamManager.lens_param.LensParam method) (hierarc.Sampling.ParamManager.param_manager.ParamManager method) (hierarc.Sampling.ParamManager.source_param.SourceParam method)

B

BaseLensConfig (class in hierarc.LensPosterior.base_config) binned_dispersion() (in module hierarc.Util.ifu_util)

binned_total() (in module hierarc.Util.ifu_util) binned_velocity() (in module hierarc.Util.ifu_util) build_covariance() (hierarc.Likelihood.SneLikelihood.sne_pantheon_plus.PantheonPlusData method)

C

check_dist() (hierarc.Likelihood.hierarchy_likelihood.LensLikelihood method) cosmo() (hierarc.Sampling.ParamManager.cosmo_param.CosmoParam method) (hierarc.Sampling.ParamManager.param_manager.ParamManager method) cosmo_instance() (hierarc.Likelihood.cosmo_likelihood.CosmoLikelihood method) CosmoLikelihood (class in hierarc.Likelihood.cosmo_likelihood)

CosmoParam (class in hierarc.Sampling.ParamManager.cosmo_param) cov_error_create() (in module hierarc.Util.likelihood_util) cov_error_measurement() (hierarc.Likelihood.LensLikelihood.kin_likelihood.KinLikelihood method) cov_error_model() (hierarc.Likelihood.LensLikelihood.kin_likelihood.KinLikelihood method) CustomSneLikelihood (class in hierarc.Likelihood.SneLikelihood.sne_likelihood_custom)

D

ddt_dd_model_prediction() (hierarc.Likelihood.hierarchy_likelihood.LensLikelihood method) ddt_measurement() (hierarc.Likelihood.LensLikelihood.base_lens_likelihood.LensLikelihoodBase method) (hierarc.Likelihood.LensLikelihood.ddt_dd_gauss_likelihood.DdtDdGaussian method) (hierarc.Likelihood.LensLikelihood.ddt_gauss_kin_likelihood.DdtGaussKinLikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_gauss_likelihood.DdtGaussianLikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_hist_kin_likelihood.DdtHistKinLikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_hist_likelihood.DdtHistKDELikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_hist_likelihood.DdtHistLikelihood method) DdtDdGaussian (class in hierarc.Likelihood.LensLikelihood.ddt_dd_gauss_likelihood) DdtDdKDELikelihood (class in hierarc.Likelihood.LensLikelihood.ddt_dd_kde_likelihood) DdtGaussianLikelihood (class in hierarc.Likelihood.LensLikelihood.ddt_gauss_likelihood) DdtGaussKinConstraints (class in hierarc.LensPosterior.ddt_kin_gauss_constraints) DdtGaussKinLikelihood (class in hierarc.Likelihood.LensLikelihood.ddt_gauss_kin_likelihood)

DdtHistKDELikelihood (class in hierarc.Likelihood.LensLikelihood.ddt_hist_likelihood) DdtHistKinLikelihood (class in hierarc.Likelihood.LensLikelihood.ddt_hist_kin_likelihood) DdtHistLikelihood (class in hierarc.Likelihood.LensLikelihood.ddt_hist_likelihood) DdtKinConstraints (class in hierarc.LensPosterior.ddt_kin_constraints) DdtLogNormLikelihood (class in hierarc.Likelihood.LensLikelihood.ddt_lognorm_likelihood) displace_prediction() (hierarc.Likelihood.transformed_cosmography.TransformedCosmography method) draw() (hierarc.Util.distribution_util.PDFSampling method) draw_anisotropy() (hierarc.Likelihood.anisotropy_scaling.AnisotropyScalingIFU method) draw_lens() (hierarc.LensPosterior.imaging_constraints.ImageModelPosterior method) (hierarc.Likelihood.hierarchy_likelihood.LensLikelihood method) draw_one (hierarc.Util.distribution_util.PDFSampling property) draw_source() (hierarc.Likelihood.hierarchy_likelihood.LensLikelihood static method) DsDdsGaussianLikelihood (class in hierarc.Likelihood.LensLikelihood.ds_dds_gauss_likelihood)

E

error_cov_measurement (hierarc.LensPosterior.kin_constraints.KinConstraints property)

G

get_truncated_normal() (in module hierarc.Util.likelihood_util)

GoodnessOfFit (class in hierarc.Diagnostics.goodness_of_fit)

H

hierarc module hierarc.Diagnostics module hierarc.Diagnostics.goodness_of_fit module hierarc.LensPosterior module hierarc.LensPosterior.anisotropy_config module hierarc.LensPosterior.base_config module hierarc.LensPosterior.ddt_kin_constraints module hierarc.LensPosterior.ddt_kin_gauss_constraints module hierarc.LensPosterior.imaging_constraints module hierarc.LensPosterior.kin_constraints module hierarc.Likelihood module hierarc.Likelihood.anisotropy_scaling module hierarc.Likelihood.cosmo_likelihood module hierarc.Likelihood.hierarchy_likelihood module hierarc.Likelihood.lens_sample_likelihood module hierarc.Likelihood.LensLikelihood module hierarc.Likelihood.LensLikelihood.base_lens_likelihood module hierarc.Likelihood.LensLikelihood.ddt_dd_gauss_likelihood module hierarc.Likelihood.LensLikelihood.ddt_dd_kde_likelihood module hierarc.Likelihood.LensLikelihood.ddt_gauss_kin_likelihood module hierarc.Likelihood.LensLikelihood.ddt_gauss_likelihood module hierarc.Likelihood.LensLikelihood.ddt_hist_kin_likelihood module hierarc.Likelihood.LensLikelihood.ddt_hist_likelihood module hierarc.Likelihood.LensLikelihood.ddt_lognorm_likelihood module hierarc.Likelihood.LensLikelihood.ds_dds_gauss_likelihood module

hierarc.Likelihood.LensLikelihood.kin_likelihood module hierarc.Likelihood.LensLikelihood.mag_likelihood module hierarc.Likelihood.LensLikelihood.td_mag_likelihood module hierarc.Likelihood.LensLikelihood.td_mag_magnitude_likelihood module hierarc.Likelihood.SneLikelihood module hierarc.Likelihood.SneLikelihood.sne_likelihood module hierarc.Likelihood.SneLikelihood.sne_likelihood_custom module hierarc.Likelihood.SneLikelihood.sne_likelihood_from_file module hierarc.Likelihood.SneLikelihood.sne_pantheon_plus module hierarc.Likelihood.transformed_cosmography module hierarc.Sampling module hierarc.Sampling.mcmc_sampling module hierarc.Sampling.ParamManager module hierarc.Sampling.ParamManager.cosmo_param module hierarc.Sampling.ParamManager.kin_param module hierarc.Sampling.ParamManager.lens_param module hierarc.Sampling.ParamManager.param_manager module hierarc.Sampling.ParamManager.source_param module hierarc.Util module hierarc.Util.distribution_util module hierarc.Util.ifu_util module hierarc.Util.likelihood_util module hierarchy_configuration() (hierarc.LensPosterior.ddt_kin_constraints.DdtKinConstraints method) (hierarc.LensPosterior.ddt_kin_gauss_constraints.DdtGaussKinConstraints method) (hierarc.LensPosterior.kin_constraints.KinConstraints method) hyper_param_likelihood() (hierarc.Likelihood.hierarchy_likelihood.LensLikelihood method)

I

ImageModelPosterior (class in hierarc.LensPosterior.imaging_constraints)

J

j_kin_draw() (hierarc.LensPosterior.kin_constraints.KinConstraints method)

K

kin_fit() (hierarc.Diagnostics.goodness_of_fit.GoodnessOfFit method) KinConstraints (class in hierarc.LensPosterior.kin_constraints) KinLikelihood (class in hierarc.Likelihood.LensLikelihood.kin_likelihood) KinParam (class in hierarc.Sampling.ParamManager.kin_param) kwargs2args() (hierarc.Sampling.ParamManager.cosmo_param.CosmoParam method) (hierarc.Sampling.ParamManager.kin_param.KinParam method) (hierarc.Sampling.ParamManager.lens_param.LensParam method) (hierarc.Sampling.ParamManager.param_manager.ParamManager method) (hierarc.Sampling.ParamManager.source_param.SourceParam method)

kwargs_anisotropy_base (hierarc.LensPosterior.anisotropy_config.AnisotropyConfig property)

L

lens_log_likelihood() (hierarc.Likelihood.hierarchy_likelihood.LensLikelihood method) LensLikelihood (class in hierarc.Likelihood.hierarchy_likelihood) LensLikelihoodBase (class in hierarc.Likelihood.LensLikelihood.base_lens_likelihood) LensParam (class in hierarc.Sampling.ParamManager.lens_param) LensSampleLikelihood (class in hierarc.Likelihood.lens_sample_likelihood) likelihood() (hierarc.Likelihood.cosmo_likelihood.CosmoLikelihood method) log_likelihood() (hierarc.Likelihood.lens_sample_likelihood.LensSampleLikelihood method) (hierarc.Likelihood.LensLikelihood.base_lens_likelihood.LensLikelihoodBase method) (hierarc.Likelihood.LensLikelihood.ddt_dd_gauss_likelihood.DdtDdGaussian method) (hierarc.Likelihood.LensLikelihood.ddt_dd_kde_likelihood.DdtDdKDELikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_gauss_kin_likelihood.DdtGaussKinLikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_gauss_likelihood.DdtGaussianLikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_hist_kin_likelihood.DdtHistKinLikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_hist_likelihood.DdtHistKDELikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_hist_likelihood.DdtHistLikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_lognorm_likelihood.DdtLogNormLikelihood method) (hierarc.Likelihood.LensLikelihood.ds_dds_gauss_likelihood.DsDdsGaussianLikelihood method) (hierarc.Likelihood.LensLikelihood.kin_likelihood.KinLikelihood method) (hierarc.Likelihood.LensLikelihood.mag_likelihood.MagnificationLikelihood method) (hierarc.Likelihood.LensLikelihood.td_mag_likelihood.TDMagLikelihood method) (hierarc.Likelihood.LensLikelihood.td_mag_magnitude_likelihood.TDMagMagnitudeLikelihood method) (hierarc.Likelihood.SneLikelihood.sne_likelihood.SneLikelihood method)

log_likelihood_cov() (in module hierarc.Util.likelihood_util) log_likelihood_lum_dist() (hierarc.Likelihood.SneLikelihood.sne_likelihood_custom.CustomSneLikelihood method) (hierarc.Likelihood.SneLikelihood.sne_likelihood_from_file.SneLikelihoodFromFile method) log_likelihood_single() (hierarc.Likelihood.hierarchy_likelihood.LensLikelihood method) luminosity_distance_modulus() (hierarc.Likelihood.hierarchy_likelihood.LensLikelihood method)

M

MagnificationLikelihood (class in hierarc.Likelihood.LensLikelihood.mag_likelihood) mcmc_emcee() (hierarc.Sampling.mcmc_sampling.MCMCSampler method) MCMCSampler (class in hierarc.Sampling.mcmc_sampling) model_marginalization() (hierarc.LensPosterior.kin_constraints.KinConstraints method) module hierarc hierarc.Diagnostics hierarc.Diagnostics.goodness_of_fit hierarc.LensPosterior hierarc.LensPosterior.anisotropy_config hierarc.LensPosterior.base_config hierarc.LensPosterior.ddt_kin_constraints hierarc.LensPosterior.ddt_kin_gauss_constraints hierarc.LensPosterior.imaging_constraints hierarc.LensPosterior.kin_constraints hierarc.Likelihood hierarc.Likelihood.anisotropy_scaling hierarc.Likelihood.cosmo_likelihood hierarc.Likelihood.hierarchy_likelihood hierarc.Likelihood.lens_sample_likelihood hierarc.Likelihood.LensLikelihood hierarc.Likelihood.LensLikelihood.base_lens_likelihood hierarc.Likelihood.LensLikelihood.ddt_dd_gauss_likelihood hierarc.Likelihood.LensLikelihood.ddt_dd_kde_likelihood hierarc.Likelihood.LensLikelihood.ddt_gauss_kin_likelihood hierarc.Likelihood.LensLikelihood.ddt_gauss_likelihood hierarc.Likelihood.LensLikelihood.ddt_hist_kin_likelihood hierarc.Likelihood.LensLikelihood.ddt_hist_likelihood hierarc.Likelihood.LensLikelihood.ddt_lognorm_likelihood hierarc.Likelihood.LensLikelihood.ds_dds_gauss_likelihood hierarc.Likelihood.LensLikelihood.kin_likelihood hierarc.Likelihood.LensLikelihood.mag_likelihood hierarc.Likelihood.LensLikelihood.td_mag_likelihood hierarc.Likelihood.LensLikelihood.td_mag_magnitude_likelihood hierarc.Likelihood.SneLikelihood hierarc.Likelihood.SneLikelihood.sne_likelihood hierarc.Likelihood.SneLikelihood.sne_likelihood_custom hierarc.Likelihood.SneLikelihood.sne_likelihood_from_file hierarc.Likelihood.SneLikelihood.sne_pantheon_plus hierarc.Likelihood.transformed_cosmography hierarc.Sampling hierarc.Sampling.mcmc_sampling hierarc.Sampling.ParamManager hierarc.Sampling.ParamManager.cosmo_param hierarc.Sampling.ParamManager.kin_param hierarc.Sampling.ParamManager.lens_param hierarc.Sampling.ParamManager.param_manager hierarc.Sampling.ParamManager.source_param hierarc.Util hierarc.Util.distribution_util hierarc.Util.ifu_util hierarc.Util.likelihood_util

N

num_data() (hierarc.Likelihood.lens_sample_likelihood.LensSampleLikelihood method) (hierarc.Likelihood.LensLikelihood.base_lens_likelihood.LensLikelihoodBase method)

num_param (hierarc.Sampling.ParamManager.param_manager.ParamManager property)

P

PantheonPlusData (class in hierarc.Likelihood.SneLikelihood.sne_pantheon_plus) param_bounds (hierarc.Sampling.ParamManager.param_manager.ParamManager property) param_list() (hierarc.Sampling.ParamManager.cosmo_param.CosmoParam method) (hierarc.Sampling.ParamManager.kin_param.KinParam method) (hierarc.Sampling.ParamManager.lens_param.LensParam method) (hierarc.Sampling.ParamManager.param_manager.ParamManager method) (hierarc.Sampling.ParamManager.source_param.SourceParam method)

param_names() (hierarc.Sampling.mcmc_sampling.MCMCSampler method) ParamManager (class in hierarc.Sampling.ParamManager.param_manager) PDFSampling (class in hierarc.Util.distribution_util) plot_ddt_fit() (hierarc.Diagnostics.goodness_of_fit.GoodnessOfFit method) plot_ifu_fit() (hierarc.Diagnostics.goodness_of_fit.GoodnessOfFit method) plot_kin_fit() (hierarc.Diagnostics.goodness_of_fit.GoodnessOfFit method)

R

read_covariance_matrix() (in module hierarc.Likelihood.SneLikelihood.sne_likelihood_from_file)

reduced_chi2() (hierarc.Diagnostics.goodness_of_fit.GoodnessOfFit method)

S

sigma_v_measured_vs_predict() (hierarc.Likelihood.hierarchy_likelihood.LensLikelihood method) sigma_v_measurement() (hierarc.Likelihood.LensLikelihood.base_lens_likelihood.LensLikelihoodBase method) (hierarc.Likelihood.LensLikelihood.ddt_gauss_kin_likelihood.DdtGaussKinLikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_hist_kin_likelihood.DdtHistKinLikelihood method) (hierarc.Likelihood.LensLikelihood.kin_likelihood.KinLikelihood method) sigma_v_measurement_mean() (hierarc.Likelihood.LensLikelihood.kin_likelihood.KinLikelihood method) sigma_v_model() (hierarc.Likelihood.LensLikelihood.kin_likelihood.KinLikelihood method)

sigma_v_prediction() (hierarc.Likelihood.LensLikelihood.base_lens_likelihood.LensLikelihoodBase method) (hierarc.Likelihood.LensLikelihood.ddt_gauss_kin_likelihood.DdtGaussKinLikelihood method) (hierarc.Likelihood.LensLikelihood.ddt_hist_kin_likelihood.DdtHistKinLikelihood method) (hierarc.Likelihood.LensLikelihood.kin_likelihood.KinLikelihood method) SneLikelihood (class in hierarc.Likelihood.SneLikelihood.sne_likelihood) SneLikelihoodFromFile (class in hierarc.Likelihood.SneLikelihood.sne_likelihood_from_file) SourceParam (class in hierarc.Sampling.ParamManager.source_param)

T

TDMagLikelihood (class in hierarc.Likelihood.LensLikelihood.td_mag_likelihood)

TDMagMagnitudeLikelihood (class in hierarc.Likelihood.LensLikelihood.td_mag_magnitude_likelihood) TransformedCosmography (class in hierarc.Likelihood.transformed_cosmography)