stan-dev / projpredLinks
Projection predictive variable selection
☆114Updated this week
Alternatives and similar repositories for projpred
Users that are interested in projpred are comparing it to the libraries listed below
Sorting:
- loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)☆155Updated 3 weeks ago
- The posterior R package☆168Updated last week
- Case studies on model assessment, model selection and inference after model selection☆170Updated 2 years ago
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- A large set of JAGS examples using R☆98Updated 2 years ago
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆106Updated 6 months ago
- Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference☆112Updated 3 months ago
- A complete environment for Bayesian inference within R☆96Updated last year
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆67Updated 5 years ago
- Translating ML into Bayes, one line at a time☆82Updated this week
- CmdStanR: the R interface to CmdStan☆155Updated last week
- BayesFactor R package for Bayesian data analysis with common statistical models.☆131Updated last year
- The base NIMBLE package for R☆188Updated this week
- R6 object-oriented interface for probability distributions.☆103Updated last year
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 9 years ago
- Tools for Developing R Packages Interfacing with Stan☆49Updated 2 weeks ago
- Vectorised distributions for R☆110Updated last week
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆47Updated last month
- The ebook lives here:☆136Updated last week
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago
- Regression with Multiple Change Points☆115Updated last year
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- Bayesian linear survival analysis with shrinkage priors in Stan☆25Updated 10 years ago
- R package for statistical inference using partially observed Markov processes☆120Updated 2 months ago
- GLMMs with adaptive Gaussian quadrature☆64Updated 10 months ago
- Bayesian Estimation Supersedes t-Test☆30Updated 4 years ago
- Inference case studies in knitr☆171Updated 3 years ago
- BDM Code examples from Win/OpenBUGS, CARBayes and INLA☆27Updated 6 years ago
- Examples of statistical models implemented using JAGS☆101Updated 13 years ago
- The ebook version lives here: https://solomon.quarto.pub/dbda2☆153Updated 3 weeks ago