Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition
☆68Dec 28, 2017Updated 8 years ago
Alternatives and similar repositories for DBDA2Estan
Users that are interested in DBDA2Estan are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- meme heavy slides on the linear probability model☆10Nov 22, 2019Updated 6 years ago
- An R software package to write, train, tune, test, and compare machine-learning models of cognition☆26Dec 2, 2022Updated 3 years ago
- Workshop on Mathematical Modeling of Cognitive Processes☆13Aug 8, 2018Updated 7 years ago
- 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
- Lander Analytics Bayes/Stan Class 2021☆10Aug 3, 2021Updated 4 years ago
- A tutorial on Bayesian multilevel modeling using R and Stan.☆14Nov 19, 2021Updated 4 years ago
- Bayesian Data Analysis demos for R☆591Sep 12, 2025Updated 6 months ago
- A workshop on latent variables models including factor analysis, PCA, SEM, etc.☆15Mar 6, 2019Updated 7 years ago
- A document that introduces Bayesian data analysis.☆87Feb 21, 2022Updated 4 years ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆56Mar 25, 2019Updated 6 years ago
- https://mdogucu.github.io/teach-tidyverse☆10Dec 15, 2021Updated 4 years ago
- An introduction to Bayesian Data Analysis: A one-week course☆42Mar 10, 2020Updated 6 years ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Apr 1, 2019Updated 6 years ago
- Translating ML into Bayes, one line at a time☆81Jan 27, 2026Updated last month
- Case studies on model assessment, model selection and inference after model selection☆170Jan 9, 2024Updated 2 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆67Oct 22, 2020Updated 5 years ago
- Fast generalised linear models by sampling and one-step polishing☆20Sep 23, 2018Updated 7 years ago
- Source files for the book "Bayesian Workflow Using Stan"☆97Oct 23, 2021Updated 4 years ago
- The ebook version lives here: https://solomon.quarto.pub/dbda2☆153Jan 5, 2026Updated 2 months ago
- General Data Protection Regulation as Tidy Object(s)☆10May 26, 2018Updated 7 years ago
- Bayesian multilevel models course for Gesis 48. March 2019☆13Mar 29, 2019Updated 6 years ago
- Example models for Stan☆795Oct 23, 2025Updated 5 months ago
- Material for my proposed StanCon talk☆20Oct 15, 2020Updated 5 years ago
- ☆81Aug 11, 2023Updated 2 years ago
- tidyverse code for QSS☆37Jul 16, 2020Updated 5 years ago
- We would like create Bayesian workflows following "A quick-start introduction to Stan for economists" by Jim Savage for all example model…☆16Aug 2, 2017Updated 8 years ago
- Bayesian comparisons of models using resampled statistics☆102Jul 31, 2025Updated 7 months ago
- A collection of RStudio style cheatsheets for the Stan ecosystem☆58May 19, 2020Updated 5 years ago
- Visual representations of statistics and probability concepts.☆14Jun 28, 2019Updated 6 years ago
- Slides for my CascadiaRConf keynote☆12Jun 2, 2018Updated 7 years ago
- Mini-workshop materials for doing geospatial analysis with the sf package☆11Apr 26, 2017Updated 8 years ago
- PhD dissertation at Duke University☆13Sep 2, 2015Updated 10 years ago
- A sensitivity analysis package for causal effects☆12Mar 18, 2024Updated 2 years ago
- Probability and Statistics: a simulation-based introduction. An open-access book.☆323Jul 25, 2023Updated 2 years ago
- Dimension reduction for outlier detection☆13Aug 25, 2022Updated 3 years ago
- ☆50Feb 22, 2024Updated 2 years ago
- Statistical Rethinking course and book package☆2,354Mar 18, 2026Updated last week
- Use regression, inverse probability weighting, and matching to close confounding backdoors and find causation in observational data☆14Feb 27, 2020Updated 6 years ago
- Complement to CRC Press book *Modern Data Science with R*☆41Jan 12, 2026Updated 2 months ago