Booleans / statistical-rethinkingLinks
A repository for working through the Bayesian statistics book "Statistical Rethinking" by Richard McElreath.
☆133Updated 5 years ago
Alternatives and similar repositories for statistical-rethinking
Users that are interested in statistical-rethinking are comparing it to the libraries listed below
Sorting:
- Regression and other stories R examples☆339Updated last month
- Statistical Rethinking Course Winter 2020/2021☆651Updated 4 years ago
- Solutions for the practice problems☆146Updated 4 years ago
- One day course on causal inference, MPI-EVA 9 September 2021☆246Updated 3 years ago
- Educational resources☆104Updated 3 years ago
- My solutions to the exercises in "Data Analysis Using Regression and Multilevel/Hierarchical Models" by Andrew Gelman and Jennifer Hill☆81Updated 5 years ago
- Inference case studies in knitr☆167Updated 2 years ago
- The bookdown version lives here: https://bookdown.org/content/3890☆409Updated 2 years ago
- Case studies on model assessment, model selection and inference after model selection☆171Updated last year
- Materials from Stan conferences☆256Updated 4 years ago
- Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.☆136Updated 4 months ago
- The bookdown version lives here:☆129Updated 2 years ago
- A collection of visual guides to help applied scientists learn causal inference.☆271Updated 2 years ago
- Bayesian Data Analysis demos for R☆576Updated 8 months ago
- Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.☆61Updated 6 years ago
- 📦 R package for Supplemental Materials for the Bayes Rules! Book☆72Updated 3 years ago
- ☆135Updated 3 months ago
- Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Ret…☆72Updated last year
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- StanCon2018 Helsinki Tutorial☆30Updated 5 years ago
- Repo for January 2021 version of Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R. The re…☆173Updated last year
- Statistical Rethinking course in pymc3☆143Updated 5 years ago
- rstanarm R package for Bayesian applied regression modeling☆396Updated 3 weeks ago
- Working through "Regression and other stories," one chapter at a time☆56Updated 2 years ago
- bayesplot R package for plotting Bayesian models☆438Updated this week
- Utilities for analyzing Bayesian models and posterior distributions☆582Updated last week
- ☆80Updated last year
- Implementing MCMC sampling from scratch in R for various Bayesian models☆109Updated last year
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆94Updated 10 months ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago