betanalpha / knitr_case_studies
Inference case studies in knitr
☆167Updated 2 years ago
Alternatives and similar repositories for knitr_case_studies:
Users that are interested in knitr_case_studies are comparing it to the libraries listed below
- Case studies on model assessment, model selection and inference after model selection☆171Updated last year
- Source files for the book "Bayesian Workflow Using Stan"☆96Updated 3 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆86Updated 8 years ago
- Stan models for state space time series☆145Updated 7 years ago
- Materials from Stan conferences☆255Updated 4 years ago
- Projection predictive variable selection☆111Updated this week
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆65Updated 4 years ago
- Implementation of B-Splines in Stan☆51Updated 7 years ago
- Tutorial files to accompany Sorensen, Hohenstein, and Vasishth paper: http://www.ling.uni-potsdam.de/~vasishth/statistics/BayesLMMs.html☆83Updated 8 years ago
- loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)☆153Updated last week
- A complete environment for Bayesian inference within R☆93Updated last year
- The posterior R package☆168Updated 2 weeks ago
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 7 years ago
- ☆74Updated last year
- Database with posteriors of interest for Bayesian inference☆193Updated 8 months ago
- StanCon2018 Helsinki Tutorial☆30Updated 5 years ago
- A large set of JAGS examples using R☆97Updated last year
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆84Updated 2 months ago
- Educational resources☆105Updated 3 years ago
- rstanarm R package for Bayesian applied regression modeling☆391Updated 3 weeks ago
- ☆54Updated 2 years ago
- The bookdown version lives here: https://bookdown.org/content/3890☆402Updated 2 years ago
- Library of Stan Models for Survival Analysis☆124Updated 4 years ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago
- CmdStan, the command line interface to Stan☆217Updated last week
- Translating ML into Bayes, one line at a time☆78Updated last year
- ☆30Updated 4 years ago
- Regression and other stories R examples☆332Updated last month
- The base NIMBLE package for R☆171Updated this week