rmcelreath / rethinking
Statistical Rethinking course and book package
☆2,210Updated 5 months ago
Alternatives and similar repositories for rethinking:
Users that are interested in rethinking are comparing it to the libraries listed below
- brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan☆1,299Updated last week
- Statistical Rethinking Course Winter 2020/2021☆655Updated 3 years ago
- Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019☆2,018Updated 4 years ago
- Bayesian Data Analysis demos for R☆572Updated 4 months ago
- Example models for Stan☆777Updated 2 months ago
- RStan, the R interface to Stan☆1,048Updated 3 weeks ago
- PyMC educational resources☆1,989Updated last month
- Regression and other stories R examples☆329Updated 6 months ago
- Bayesian Data Analysis course at Aalto☆2,183Updated 3 weeks ago
- Statistical Inference via Data Science: A ModernDive into R and the Tidyverse☆764Updated 3 weeks ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆844Updated 4 years ago
- Bayesian analysis + tidy data + geoms (R package)☆733Updated 5 months ago
- rstanarm R package for Bayesian applied regression modeling☆391Updated 7 months ago
- Statistical Rethinking Course for Jan-Mar 2023☆2,244Updated last year
- Common statistical tests are linear models (or: how to teach stats)☆490Updated last year
- Materials from Stan conferences☆254Updated 4 years ago
- Convert statistical analysis objects from R into tidy format☆1,473Updated 3 months ago
- The bookdown version lives here: https://bookdown.org/content/3890☆400Updated 2 years ago
- Probability and Statistics: a simulation-based introduction. An open-access book.☆313Updated last year
- Utilities for analyzing Bayesian models and posterior distributions☆579Updated this week
- Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)☆1,053Updated 2 weeks ago
- bayesplot R package for plotting Bayesian models☆435Updated 2 weeks ago
- Data Science Course in a Box☆972Updated 6 months ago
- ggplot2: elegant graphics for data analysis☆1,593Updated 5 months ago
- Solutions for the practice problems☆148Updated 4 years ago
- Bayesian Data Analysis demos for Python☆1,004Updated last year
- Opinionated, typographic-centric ggplot2 themes and theme components☆1,254Updated last month
- Easily install and load the tidymodels packages☆779Updated 2 months ago
- Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. …☆2,632Updated this week
- simple and scalable statistical modelling in R☆564Updated 3 weeks ago