bob-carpenter / prob-stats
Probability and Statistics: a simulation-based introduction. An open-access book.
☆311Updated last year
Alternatives and similar repositories for prob-stats:
Users that are interested in prob-stats are comparing it to the libraries listed below
- Regression and other stories R examples☆329Updated 5 months ago
- Inference case studies in knitr☆165Updated 2 years ago
- Materials from Stan conferences☆253Updated 4 years ago
- Solutions for the practice problems☆147Updated 4 years ago
- Case studies on model assessment, model selection and inference after model selection☆171Updated last year
- The bookdown version lives here: https://bookdown.org/content/3890☆400Updated 2 years ago
- One day course on causal inference, MPI-EVA 9 September 2021☆244Updated 3 years ago
- rstanarm R package for Bayesian applied regression modeling☆390Updated 7 months ago
- bayesplot R package for plotting Bayesian models☆434Updated 2 weeks ago
- Source files for the book "Bayesian Workflow Using Stan"☆93Updated 3 years ago
- Bayesian Data Analysis demos for R☆571Updated 3 months ago
- Inference case studies in jupyter☆92Updated 6 years ago
- Stan models for state space time series☆142Updated 7 years ago
- Projection predictive variable selection☆111Updated last week
- simple and scalable statistical modelling in R☆561Updated this week
- Library of Stan Models for Survival Analysis☆124Updated 4 years ago
- Educational resources☆104Updated 3 years ago
- Example models for Stan☆778Updated last month
- Drawing graphical models for causal inference using LaTeX☆114Updated last year
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 8 years ago
- Database with posteriors of interest for Bayesian inference☆187Updated 5 months ago
- Inside every classical test there is a Bayesian model trying to get out.☆326Updated 8 years ago
- Statistical Rethinking Course Winter 2020/2021☆657Updated 3 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
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆64Updated 4 years ago
- An interactive online reading of McElreath's Statistical Rethinking☆124Updated 6 years ago
- Common statistical tests are linear models (or: how to teach stats)☆490Updated 11 months ago
- Bayesian analysis + tidy data + geoms (R package)☆731Updated 4 months ago
- An R package for working with causal directed acyclic graphs (DAGs)☆441Updated 6 months ago
- Implementation of B-Splines in Stan☆52Updated 7 years ago