MaggieLieu / STAN_tutorialsLinks
☆31Updated 5 years ago
Alternatives and similar repositories for STAN_tutorials
Users that are interested in STAN_tutorials are comparing it to the libraries listed below
Sorting:
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 9 years ago
- Source files for the book "Bayesian Workflow Using Stan"☆97Updated 4 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆67Updated 5 years ago
- Bayesian Generalized Linear Models with Time-Varying Coefficients☆45Updated last year
- A complete environment for Bayesian inference within R☆96Updated last year
- ☆79Updated 2 months ago
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- Inference case studies in knitr☆171Updated 3 years ago
- Case studies in applied and computational statistics.☆39Updated 7 months ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated last year
- Stan models for state space time series☆146Updated 8 years ago
- Implementation of B-Splines in Stan☆51Updated 8 years ago
- Case studies on model assessment, model selection and inference after model selection☆170Updated last year
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆48Updated 7 years ago
- Full Bayesian Inference for Hidden Markov Models☆43Updated 6 years ago
- Multivariate Autoregressive State-Space Modeling with R☆53Updated 3 months ago
- Documentation for the Stan language and CmdStan☆42Updated last week
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- ☆56Updated 3 years ago
- ☆30Updated last year
- ☆81Updated 2 years ago
- KFAS: R Package for Exponential Family State Space Models☆71Updated 7 months ago
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 7 years ago
- Automatic forecasting and Bayesian modeling for time series with Stan☆46Updated 6 months ago
- Discrete Bayesian Additive Regression Trees Sampler☆61Updated 2 months ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆111Updated 2 years ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆89Updated 5 months ago
- Projection predictive variable selection☆113Updated 2 weeks ago
- Rlgt is an R package for Bayesian Exponential Smoothing☆22Updated 8 months ago