jhoupt / DBDA2Estan
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
- 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
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆65Updated 4 years ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆57Updated 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…☆16Updated 7 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 6 years ago
- Implementation of B-Splines in Stan☆51Updated 7 years ago
- Beginner tutorial for using cmdstan with multithreading☆62Updated 4 years ago
- StanCon2018 Helsinki Tutorial☆30Updated 5 years ago
- Translating ML into Bayes, one line at a time☆78Updated last year
- Draft introduction to probability and inference aimed at the Stan manual.☆85Updated 8 years ago
- Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference☆112Updated last year
- Case studies on model assessment, model selection and inference after model selection☆170Updated last year
- Conditional autoregressive models in Stan☆33Updated last year
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated 9 months ago
- Projection predictive variable selection☆112Updated this week
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 5 years ago
- Code accompanying my ICPSR summer program course on Applied Bayesian Modeling.☆44Updated 7 years ago
- Source files for the book "Bayesian Workflow Using Stan"☆95Updated 3 years ago
- Bayesian Estimation Supersedes t-Test☆32Updated 3 years ago
- Stan website built using Quarto, theming in repo quarto-config☆20Updated last month
- Lecture notes from a statistics course I teach at Potsdam☆29Updated 4 years ago
- Links to slides for talks at the 2016 Joint Statistical Meetings in Chicago☆79Updated 2 years ago
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆47Updated 6 years ago
- Notes on generalized linear models☆111Updated 6 years ago
- Examples of statistical models implemented using JAGS☆100Updated 12 years ago
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 6 years ago
- Dockerfiles with rstan and CmdStan☆24Updated 6 years ago
- A document that introduces Bayesian data analysis.☆84Updated 3 years ago
- exploratory data analysis using random forests☆69Updated 7 years ago