├── .gitignore ├── LICENSE ├── README.md ├── docs ├── environment.txt ├── index.html ├── notes │ ├── approximate_methods.html │ ├── bayes_law.html │ ├── credible_regions.html │ ├── errorbars.html │ ├── essential_probability.html │ ├── fishing.html │ ├── frequentism.html │ ├── generative_models.html │ ├── getting_started.html │ ├── goodness.html │ ├── graphics │ │ ├── bayes_ci_gauss.png │ │ ├── bayes_ci_gauss_nolines.png │ │ ├── bayes_ci_limit_maxp.png │ │ ├── bayes_ci_limit_mean.png │ │ ├── bayes_ci_limit_perc.png │ │ ├── bayes_ci_maxp.png │ │ ├── bayes_ci_mean.png │ │ ├── bayes_ci_perc.png │ │ ├── bayes_poissoneg_pgm.png │ │ ├── bayes_poissoneg_pgm0.png │ │ ├── bayes_poissoneg_pgm2.png │ │ ├── bayes_positive_test_pgm.png │ │ ├── consistency.png │ │ ├── degeneracies.png │ │ ├── genmod_cartoon.png │ │ ├── genmod_cartoon2.png │ │ ├── genmod_example_pgm.png │ │ ├── hier_classes.png │ │ ├── hier_lumfcn.png │ │ ├── hier_lumfcn_pgm.png │ │ ├── hier_trivial.png │ │ ├── mc1_burnin.png │ │ ├── mc1_convgame_1.png │ │ ├── mc1_convgame_2.png │ │ ├── mc1_convgame_3.png │ │ ├── mc1_convgame_4.png │ │ ├── mc1_invtrans0.png │ │ ├── mc1_invtrans1.png │ │ ├── mc1_postburnin.png │ │ ├── mc1_randomwalk.png │ │ ├── mc1_rejection.png │ │ ├── mc1_sandbox_a.png │ │ ├── mc1_sandbox_ab.png │ │ ├── mc1_sandbox_acf-a.png │ │ ├── mc1_sandbox_acf-b.png │ │ ├── mc1_sandbox_b.png │ │ ├── mc2_gibbs.png │ │ ├── mc2_metro.png │ │ ├── mc2_parallel_trace1.png │ │ ├── mc2_parallel_trace2.png │ │ ├── mc2_parallel_xy1.png │ │ ├── mc2_parallel_xy2.png │ │ ├── mc2_reparam0.png │ │ ├── mc2_reparam1.png │ │ ├── mc2_reparam2.png │ │ ├── mc2_reparam3.png │ │ ├── mc2_slice.png │ │ ├── mc2_slice2.png │ │ ├── mc2_steplength.png │ │ ├── missing_atrandom_xy.png │ │ ├── missing_complete_pgm.png │ │ ├── missing_complete_xy.png │ │ ├── missing_eddington.png │ │ ├── missing_eddington_0.png │ │ ├── missing_eddington_1.png │ │ ├── missing_malquist.png │ │ ├── missing_truncx_xy.png │ │ ├── missing_truncy_pgm.png │ │ ├── missing_truncy_xy.png │ │ ├── missing_truncy_xy_obs.png │ │ ├── missing_truncy_xz.png │ │ ├── mixture_classes1.png │ │ ├── mixture_classes2.png │ │ ├── modelcheck-chisq.png │ │ ├── modelcheck-data.png │ │ ├── modelcheck-linear-TS.png │ │ ├── modelcheck-linear-discrepancy.png │ │ ├── modelcheck-linear.png │ │ ├── modelcheck-quadratic-discrepancy.png │ │ ├── modelcheck-quadratic.png │ │ ├── pgms_pixelcounts.png │ │ ├── prob_joint_conditional.png │ │ ├── prob_joint_correlated.png │ │ ├── prob_joint_independent.png │ │ ├── prob_joint_marginal.png │ │ ├── stupid_chisq1.png │ │ ├── stupid_chisq2.png │ │ └── stupid_chisq3.png │ ├── mcmc_diagnostics.html │ ├── missingdata.html │ ├── model_evaluation.html │ ├── montecarlo.html │ ├── more_modeling.html │ ├── more_samplers.html │ ├── overview.html │ └── syllabus.html ├── requirements.txt ├── tutorials │ ├── approximate_methods │ │ └── approximate_methods.html │ ├── bayes_law │ │ └── bayes_law.html │ ├── cl_membership │ │ └── cl_membership.html │ ├── clredshift │ │ └── clredshift.html │ ├── credible_regions │ │ └── credible_regions.html │ ├── demo │ │ └── demo.html │ ├── essential_probability │ │ └── essential_probability.html │ ├── generative_models │ │ └── generative_models.html │ ├── mcmc_diagnostics │ │ └── mcmc_diagnostics.html │ ├── microlensing │ │ └── microlensing.html │ ├── missing_data │ │ ├── missing_data.html │ │ └── v1p146.jpg │ ├── model_evaluation │ │ └── model_evaluation.html │ ├── project │ │ └── project.html │ ├── vaccine │ │ └── vaccine.html │ └── xray_image │ │ └── xray_image.html └── tutorials_outputs │ ├── approximate_methods │ └── approximate_methods.html │ ├── bayes_law │ └── bayes_law.html │ ├── cl_membership │ └── cl_membership.html │ ├── clredshift │ └── clredshift.html │ ├── credible_regions │ └── credible_regions.html │ ├── demo │ └── demo.html │ ├── essential_probability │ └── essential_probability.html │ ├── generative_models │ └── generative_models.html │ ├── mcmc_diagnostics │ └── mcmc_diagnostics.html │ ├── microlensing │ └── microlensing.html │ ├── missing_data │ ├── missing_data.html │ └── v1p146.jpg │ ├── model_evaluation │ └── model_evaluation.html │ ├── project │ └── project.html │ ├── vaccine │ └── vaccine.html │ └── xray_image │ └── xray_image.html ├── notes ├── approximate_methods.ipynb ├── bayes_law.ipynb ├── credible_regions.ipynb ├── errorbars.ipynb ├── essential_probability.ipynb ├── fishing.ipynb ├── frequentism.ipynb ├── generative_models.ipynb ├── getting_started.ipynb ├── goodness.ipynb ├── graphics ├── mcmc_diagnostics.ipynb ├── missingdata.ipynb ├── model_evaluation.ipynb ├── montecarlo.ipynb ├── more_modeling.ipynb ├── more_samplers.ipynb ├── overview.ipynb └── syllabus.ipynb └── tutorials ├── approximate_methods └── approximate_methods.ipynb ├── bayes_law └── bayes_law.ipynb ├── cl_membership └── cl_membership.ipynb ├── clredshift └── clredshift.ipynb ├── credible_regions └── credible_regions.ipynb ├── demo └── demo.ipynb ├── essential_probability └── essential_probability.ipynb ├── generative_models └── generative_models.ipynb ├── mcmc_diagnostics └── mcmc_diagnostics.ipynb ├── microlensing └── microlensing.ipynb ├── missing_data ├── missing_data.ipynb └── v1p146.jpg ├── model_evaluation └── model_evaluation.ipynb ├── project └── project.ipynb ├── vaccine └── vaccine.ipynb └── xray_image └── xray_image.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KIPAC/StatisticalMethods/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KIPAC/StatisticalMethods/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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