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
Sorting:
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆57Updated 6 years ago
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 7 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated 11 months ago
- Conditional autoregressive models in Stan☆33Updated last year
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆65Updated 4 years ago
- Stan website built using Quarto, theming in repo quarto-config☆20Updated last week
- Draft introduction to probability and inference aimed at the Stan manual.☆86Updated 8 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated last month
- Implementation of B-Splines in Stan☆51Updated 7 years ago
- Understanding the 2016 US Presidential Election using ecological inference and distribution regression with census microdata☆16Updated 7 years ago
- Projection predictive input variable selection using Stan+R☆8Updated 5 years ago
- Files for Modern Statistical Workflow workshop☆10Updated 8 years ago
- StanCon2018 Helsinki Tutorial☆30Updated 5 years ago
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆47Updated 6 years ago
- Dockerfiles with rstan and CmdStan☆24Updated 6 years ago
- ☆30Updated 4 years ago
- A short introduction to causal inference☆28Updated 6 years ago
- subsemble R package for ensemble learning on subsets of data☆43Updated 3 years ago
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 6 years ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 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
- Material for my proposed StanCon talk☆20Updated 4 years ago
- Code for effectively dealing with running CmdStan... from R.... because reasons...☆13Updated 2 years ago
- Lecture notes from a statistics course I teach at Potsdam☆29Updated 4 years ago
- Moment-Based Estimation for Hierarchical Models (R Package)☆25Updated 2 weeks ago
- ☆36Updated 3 years ago
- Simulate regression models☆43Updated last year
- Source files for the book "Bayesian Workflow Using Stan"☆96Updated 3 years ago