stan-dev / loo
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
☆151Updated 2 weeks ago
Alternatives and similar repositories for loo:
Users that are interested in loo are comparing it to the libraries listed below
- Projection predictive variable selection☆112Updated 2 weeks ago
- The posterior R package☆168Updated this week
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆65Updated 4 years ago
- CmdStanR: the R interface to CmdStan☆145Updated this week
- Case studies on model assessment, model selection and inference after model selection☆171Updated last year
- Beginner tutorial for using cmdstan with multithreading☆62Updated 4 years ago
- A complete environment for Bayesian inference within R☆93Updated 11 months ago
- The base NIMBLE package for R☆168Updated this week
- Source files for the book "Bayesian Workflow Using Stan"☆94Updated 3 years ago
- A large set of JAGS examples using R☆96Updated last year
- ☆55Updated 2 weeks ago
- An R package for Bayesian structural equation modeling☆90Updated last week
- Tutorial files to accompany Sorensen, Hohenstein, and Vasishth paper: http://www.ling.uni-potsdam.de/~vasishth/statistics/BayesLMMs.html☆83Updated 8 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 8 years ago
- Inference case studies in knitr☆165Updated 2 years ago
- BayesFactor R package for Bayesian data analysis with common statistical models.☆133Updated last year
- Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference☆112Updated last year
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆49Updated 5 years ago
- Implementation of B-Splines in Stan☆52Updated 7 years ago
- ☆71Updated last year
- Translating ML into Bayes, one line at a time☆77Updated last year
- Examples of statistical models implemented using JAGS☆100Updated 12 years ago
- Tools for Developing R Packages Interfacing with Stan☆50Updated last month
- library of C++ functions that support applications of Stan in Pharmacometrics☆54Updated this week
- rstanarm R package for Bayesian applied regression modeling☆393Updated 8 months ago
- R package for bridge sampling☆32Updated 9 months ago
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆100Updated 3 months ago
- tidy methods for mixed models in R☆231Updated 2 months ago
- bayesplot R package for plotting Bayesian models☆435Updated 3 weeks ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago