├── .gitignore ├── Golf_Putting.ipynb ├── README.md ├── _bookdown.yml ├── _output.yml ├── basic-examples.Rmd ├── bayes-workflow-book.Rproj ├── bayesian-data-analysis.Rmd ├── bayesian-estimation.Rmd ├── bda-review.Rmd ├── bda-whats-missing.Rmd ├── before-chapter.R ├── bibtex └── all.bib ├── big-picture.Rmd ├── data ├── Series1000.txt ├── golf.txt ├── pest_data.RDS ├── pest_data_longer_stan_dat.RDS ├── schools.txt ├── soccerpowerindex.txt └── worldcup2014.txt ├── efficient.Rmd ├── evaluation-visualization.Rmd ├── header.tex ├── how-to-case-studies.Rmd ├── img ├── change-point-posterior.pdf ├── funnel-fit.png ├── funnel.png ├── git-process.png ├── golfpicture.png ├── logo-tm.pdf ├── logo-tm.png ├── non-identified-plus-prior.png ├── non-identified.png ├── one-param-identified.png ├── s-discrete-posterior.pdf ├── sho-ode-trajectory.pdf └── stanlogo-main.pdf ├── index.Rmd ├── introduction.Rmd ├── jupyter └── R │ └── Golf_Putting.ipynb ├── maximum-likelihood.Rmd ├── modeling-as-software.Rmd ├── other-algorithms.Rmd ├── part1.Rmd ├── part2.Rmd ├── part3.Rmd ├── prior-data-models.Rmd ├── programs ├── mining-disasters │ ├── changepoint-missing.stan │ ├── changepoint.stan │ ├── data.R │ └── fit.R └── ode │ └── sho │ ├── plot-trajectory.R │ ├── sho-both.data.R │ ├── sho-both.stan │ ├── sho-initial.data.R │ ├── sho-initial.stan │ ├── sho-params.data.R │ ├── sho-params.stan │ ├── sho-sim.data.R │ └── sho-sim.stan ├── references.Rmd ├── simple-examples.Rmd ├── simulated-data.Rmd ├── stan-doc.Rmd ├── stan-manuals.sty ├── stan ├── abs_test.stan ├── exponential.stan ├── exponential_positive.stan ├── exponential_positive_lognormal.stan ├── fake-data.stan ├── golf1.stan ├── golf1_vec.stan ├── golf_logistic.stan ├── hier_NB_regression.stan ├── hier_NB_regression_ncp.stan ├── hier_NB_regression_ncp_slopes_mod.stan ├── hier_NB_regression_ncp_slopes_mod_mos.stan ├── hier_NB_regression_ncp_slopes_mod_mos_gp.stan ├── hier_NB_regression_ncp_slopes_mod_mos_predict.stan ├── hier_NB_regression_ncp_slopes_mod_resid.stan ├── mixture.stan ├── mixture_2.stan ├── multiple_NB_regression.stan ├── multiple_NB_regression_dgp.stan ├── multiple_poisson_regression.stan ├── multiple_poisson_regression_dgp.stan ├── normal_normal.stan ├── ratings_1.stan ├── ratings_2.stan ├── ratings_3.stan ├── schools.stan ├── simple_poisson_regression.stan ├── simple_poisson_regression_dgp.stan ├── simplest-regression.stan ├── sum_of_exponentials.stan ├── sum_of_exponentials_with_priors.stan ├── vector-regression.stan ├── worldcup_first_try.stan ├── worldcup_first_try_noprior.stan ├── worldcup_fixed.stan ├── worldcup_no_sqrt.stan └── worldcup_with_replication.stan ├── variational-inference.Rmd └── workflow.Rmd /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jgabry/bayes-workflow-book/HEAD/.gitignore -------------------------------------------------------------------------------- /Golf_Putting.ipynb: 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