nanw16 / RstanWorkflow
We would like create Bayesian workflows following "A quick-start introduction to Stan for economists" by Jim Savage for all example models in Stan Modeling Language User's Guide and Reference Manual by Stan Development Team.
☆16Updated 7 years ago
Alternatives and similar repositories for RstanWorkflow:
Users that are interested in RstanWorkflow are comparing it to the libraries listed below
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆57Updated 5 years ago
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 7 years ago
- Beginner tutorial for using cmdstan with multithreading☆61Updated 4 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 10 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 6 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 8 years ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated 8 months ago
- Stan website built using Quarto, theming in repo quarto-config☆20Updated this week
- Files for Modern Statistical Workflow workshop☆10Updated 8 years ago
- Implementation of B-Splines in Stan☆52Updated 7 years ago
- Conditional autoregressive models in Stan☆33Updated last year
- StanCon2018 Helsinki Tutorial☆29Updated 5 years ago
- Dockerfiles with rstan and CmdStan☆24Updated 6 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆64Updated 4 years ago
- Projection predictive input variable selection using Stan+R☆8Updated 5 years ago
- Moment-Based Estimation for Hierarchical Models (R Package)☆25Updated 6 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
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆47Updated 6 years ago
- Lecture notes from a statistics course I teach at Potsdam☆29Updated 4 years ago
- Source files for the book "Bayesian Workflow Using Stan"☆93Updated 3 years ago
- Seems like, there isn’t enough Bayesian power analysis talk out there. Let’s change that.☆23Updated 5 years ago
- A collection of RStudio style cheatsheets for the Stan ecosystem☆58Updated 4 years ago
- Discrete Bayesian Additive Regression Trees Sampler☆56Updated 2 months ago
- Full Bayesian Inference for Hidden Markov Models☆41Updated 6 years ago
- A primer on Hidden Markov Models using Stan. A Case Study submitted as a candidate for a contributed talk in StanCon 2018. Under review.☆31Updated 7 years ago
- Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference☆112Updated last year
- subsemble R package for ensemble learning on subsets of data☆43Updated 3 years ago
- Material for my proposed StanCon talk☆20Updated 4 years ago
- Simulate regression models☆43Updated 9 months ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆49Updated 5 years ago