jgabry / bayes-vis-paperLinks
'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)
☆67Updated 5 years ago
Alternatives and similar repositories for bayes-vis-paper
Users that are interested in bayes-vis-paper are comparing it to the libraries listed below
Sorting:
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- Source files for the book "Bayesian Workflow Using Stan"☆97Updated 4 years ago
- Implementation of B-Splines in Stan☆51Updated 8 years ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago
- Documentation for the Stan language and CmdStan☆42Updated last week
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 9 years ago
- Case studies in applied and computational statistics.☆39Updated 8 months ago
- Case studies on model assessment, model selection and inference after model selection☆170Updated 2 years ago
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 8 years ago
- loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)☆155Updated last week
- A complete environment for Bayesian inference within R☆96Updated last year
- Projection predictive variable selection☆113Updated this week
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated last year
- ☆79Updated 3 months ago
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆48Updated 7 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆26Updated 2 months ago
- Bayesian linear survival analysis with shrinkage priors in Stan☆25Updated 10 years ago
- Discrete Bayesian Additive Regression Trees Sampler☆61Updated 3 months ago
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 5 years ago
- Bayesian DFA with Stan☆29Updated 7 months ago
- ☆56Updated 3 years ago
- Inference case studies in knitr☆171Updated 3 years ago
- R package for bridge sampling☆33Updated last month
- ☆31Updated 5 years ago
- ☆13Updated 8 years ago
- Translating ML into Bayes, one line at a time☆82Updated 2 years ago
- Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference☆112Updated 3 months ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆56Updated 6 years ago
- An introduction to Multilevel Modeling and Poststratification (MRP) and some of its extensions.☆40Updated 3 years ago