ssp3nc3r / rethinkingLinks
Examples from McElreath's Statistical Rethinking, First edition coded in Stan.
☆50Updated 6 years ago
Alternatives and similar repositories for rethinking
Users that are interested in rethinking are comparing it to the libraries listed below
Sorting:
- Translating ML into Bayes, one line at a time☆82Updated last week
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated last year
- ☆81Updated 2 years ago
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆67Updated 5 years ago
- ☆62Updated this week
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆47Updated 2 months ago
- Tools for Developing R Packages Interfacing with Stan☆49Updated 3 weeks ago
- An introduction to Multilevel Modeling and Poststratification (MRP) and some of its extensions.☆41Updated 3 years ago
- Hierarchical continuous time state space modelling☆44Updated last week
- Bayesian DFA with Stan☆29Updated 8 months ago
- A practical introduction to modeling in Stan☆46Updated 3 years ago
- Cluster-robust (sandwich) variance estimators with small-sample corrections☆50Updated 2 months ago
- GLMMs with adaptive Gaussian quadrature☆64Updated 10 months ago
- BDM Code examples from Win/OpenBUGS, CARBayes and INLA☆27Updated 6 years ago
- ☆79Updated 3 months ago
- Taking Uncertainty Seriously: Bayesian Marginal Structural Models for Causal Inference in Political Science☆21Updated 3 years ago
- A document that introduces Bayesian data analysis.☆86Updated 3 years ago
- By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.☆72Updated 5 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- Material for my proposed StanCon talk☆20Updated 5 years ago
- Extended documentation and model examples for rethinking R package☆34Updated 8 years ago
- R package for bridge sampling☆34Updated 2 months ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆56Updated 6 years ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆26Updated 3 months ago
- Uncertainty visualization examples☆113Updated last year
- <- Structural Equation Modeling from a broader context.☆31Updated 7 years ago
- Automatic forecasting and Bayesian modeling for time series with Stan☆46Updated 8 months ago
- Building a Survival Model in Stan.☆57Updated 2 years ago
- R package for resampling multilevel models☆39Updated last year