jhoupt / DBDA2EstanLinks
Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition
☆68Updated 7 years ago
Alternatives and similar repositories for DBDA2Estan
Users that are interested in DBDA2Estan are comparing it to the libraries listed below
Sorting:
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 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
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆57Updated 6 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆66Updated 4 years ago
- We would like create Bayesian workflows following "A quick-start introduction to Stan for economists" by Jim Savage for all example model…☆16Updated 7 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 2 months ago
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- StanCon2018 Helsinki Tutorial☆30Updated 5 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆86Updated 9 years ago
- Implementation of B-Splines in Stan☆51Updated 7 years ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated last year
- Dockerfiles with rstan and CmdStan☆24Updated 6 years ago
- Translating ML into Bayes, one line at a time☆79Updated 2 years ago
- Lecture notes from a statistics course I teach at Potsdam☆29Updated 4 years ago
- Case studies on model assessment, model selection and inference after model selection☆171Updated last year
- Conditional autoregressive models in Stan☆33Updated last year
- Projection predictive variable selection☆112Updated last week
- exploratory data analysis using random forests☆68Updated 7 years ago
- Stan website built using Quarto, theming in repo quarto-config☆22Updated 3 weeks ago
- A collection of RStudio style cheatsheets for the Stan ecosystem☆58Updated 5 years ago
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 7 years ago
- A document that introduces Bayesian data analysis.☆85Updated 3 years ago
- Slides and assignments for an introductory course in hierarchical Bayesian modeling☆13Updated 9 years ago
- Seems like, there isn’t enough Bayesian power analysis talk out there. Let’s change that.☆23Updated 5 years ago
- Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference☆112Updated 2 years ago
- Source files for the book "Bayesian Workflow Using Stan"☆96Updated 3 years ago
- Bayesian Estimation Supersedes t-Test☆30Updated 3 years ago
- Files for Modern Statistical Workflow workshop☆10Updated 8 years ago
- Convenience functions for working with merMod objects from lme4☆104Updated last year
- Projection predictive input variable selection using Stan+R☆8Updated 5 years ago