Probability and Statistics: a simulation-based introduction. An open-access book.
☆323Jul 25, 2023Updated 2 years ago
Alternatives and similar repositories for prob-stats
Users that are interested in prob-stats are comparing it to the libraries listed below
Sorting:
- This code uses the algebra solver in Stan (https://mc-stan.org/) to find the parameters of a distribution that produce a desired tail beh…☆29Jul 23, 2019Updated 6 years ago
- Case studies on model assessment, model selection and inference after model selection☆170Jan 9, 2024Updated 2 years ago
- Case studies in applied and computational statistics.☆39Feb 2, 2026Updated last month
- Implementation of B-Splines in Stan☆51Oct 24, 2017Updated 8 years ago
- Visual representations of statistics and probability concepts.☆14Jun 28, 2019Updated 6 years ago
- A collection of RStudio style cheatsheets for the Stan ecosystem☆58May 19, 2020Updated 5 years ago
- This repository contains all materials for the paper "Bayesian Item Response Modelling in R Using brms and Stan" by Paul Bürkner.☆31Feb 18, 2024Updated 2 years ago
- Source files for the book "Bayesian Workflow Using Stan"☆97Oct 23, 2021Updated 4 years ago
- Beginner tutorial for using cmdstan with multithreading☆62Apr 17, 2020Updated 5 years ago
- Tools for automatically generating local sensitivity measures in Stan.☆37Dec 2, 2020Updated 5 years ago
- Tutorial on Bayesian optimization in R☆15Apr 28, 2022Updated 3 years ago
- A paper about causal inference with Bayesian modeling☆15Jan 21, 2020Updated 6 years ago
- Anonymize the labels and text in a ggplot2☆44May 28, 2019Updated 6 years ago
- Inference case studies in knitr☆171Sep 20, 2022Updated 3 years ago
- meme heavy slides on the linear probability model☆10Nov 22, 2019Updated 6 years ago
- Materials from Stan conferences☆256Oct 22, 2020Updated 5 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆67Oct 22, 2020Updated 5 years ago
- Example models for Stan☆793Oct 23, 2025Updated 4 months ago
- brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan☆1,391Feb 20, 2026Updated last week
- Documentation for the Stan language and CmdStan☆42Feb 18, 2026Updated 2 weeks ago
- Bayesian analysis + tidy data + geoms (R package)☆743Sep 17, 2024Updated last year
- Draft introduction to probability and inference aimed at the Stan manual.☆84May 18, 2016Updated 9 years ago
- Fast generalised linear models by sampling and one-step polishing☆20Sep 23, 2018Updated 7 years ago
- The ebook version lives here: https://solomon.quarto.pub/dbda2☆153Jan 5, 2026Updated 2 months ago
- Database with posteriors of interest for Bayesian inference☆214Feb 13, 2026Updated 2 weeks ago
- Intro to tidymodels. Productionalize w/ plumber, and deploy with RStudio Connect.☆22Sep 12, 2019Updated 6 years ago
- Bayesian Data Analysis demos for R☆590Sep 12, 2025Updated 5 months ago
- Bayesian Data Analysis course at Aalto☆2,256Jan 8, 2026Updated last month
- An introduction to Bayesian Data Analysis: A one-week course☆42Mar 10, 2020Updated 5 years ago
- A web app to visualize distributions in Stan. Uses Stan Math C++ compiled to Webassembly to evaluate the functions using actual Stan impl…☆44Oct 26, 2022Updated 3 years ago
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆32Nov 10, 2021Updated 4 years ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆56Mar 25, 2019Updated 6 years ago
- ☆80Oct 6, 2025Updated 4 months ago
- The posterior R package☆168Updated this week
- Seems like, there isn’t enough Bayesian power analysis talk out there. Let’s change that.☆21Jul 24, 2019Updated 6 years ago
- reference material for classical hypothesis tests☆75Feb 14, 2022Updated 4 years ago
- Regression and other stories R examples☆350May 18, 2025Updated 9 months ago
- ☆193Dec 17, 2020Updated 5 years ago
- Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019☆2,020May 24, 2020Updated 5 years ago