Stan models for state space time series
☆146Jul 3, 2017Updated 8 years ago
Alternatives and similar repositories for stan-statespace
Users that are interested in stan-statespace are comparing it to the libraries listed below
Sorting:
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆49May 26, 2018Updated 7 years ago
- Basic time series modeling with Stan and Pystan☆33Aug 27, 2017Updated 8 years ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Jun 11, 2024Updated last year
- Time Series Analysis for the State-Space Model with R/Stan☆24Oct 10, 2021Updated 4 years ago
- Reproducible Bayesian data analysis pipelines with targets and cmdstanr☆50Sep 29, 2025Updated 5 months ago
- generalized liner mixed model on rstan using glmer-style (lme4) formulas.☆12Jan 12, 2016Updated 10 years ago
- Example models for Stan☆793Oct 23, 2025Updated 4 months ago
- Bayesian DFA with Stan☆29May 19, 2025Updated 9 months ago
- Bayesian Inference of State Space Models☆49Sep 24, 2025Updated 5 months ago
- Bayesian Generalized Linear Models with Time-Varying Coefficients☆46Aug 29, 2024Updated last year
- KFAS: R Package for Exponential Family State Space Models☆72May 25, 2025Updated 9 months ago
- Automatic forecasting and Bayesian modeling for time series with Stan☆46Jun 5, 2025Updated 9 months ago
- Multivariate Autoregressive State-Space Modeling with R☆54Sep 9, 2025Updated 5 months ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆67Oct 22, 2020Updated 5 years ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Apr 1, 2019Updated 6 years ago
- High Dimensional Discriminant Analysis in R☆11Jul 11, 2019Updated 6 years ago
- loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)☆154Updated this week
- Conditional autoregressive models in Stan☆35Sep 12, 2023Updated 2 years ago
- Load Avro data into Spark with sparklyr☆12Jun 4, 2020Updated 5 years ago
- Hierarchical continuous time state space modelling☆47Jan 29, 2026Updated last month
- Recipes for creating state-space models in R☆18Jan 16, 2024Updated 2 years ago
- An R package implementing an idiosyncratic Stan workflow☆15Aug 18, 2022Updated 3 years ago
- Tidy Model Visualisation for Generalised Additive Models☆37May 10, 2023Updated 2 years ago
- A set of RStudio add-ins for playing with distribution parameters and visualizing the resulting probability density and mass functions.☆20Mar 6, 2020Updated 6 years ago
- Tools for automatically generating local sensitivity measures in Stan.☆37Dec 2, 2020Updated 5 years ago
- An example project to validate a Stan model in a targets pipeline☆29Apr 21, 2021Updated 4 years ago
- brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan☆1,391Feb 20, 2026Updated 2 weeks ago
- Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"☆13May 18, 2022Updated 3 years ago
- ☆57Aug 15, 2022Updated 3 years ago
- Simon Jackman's "BUGS Examples" translated into Stan☆16May 7, 2018Updated 7 years ago
- Full Bayesian Inference for Hidden Markov Models☆43Jan 14, 2019Updated 7 years ago
- ☆10Sep 30, 2025Updated 5 months ago
- Case studies in applied and computational statistics.☆39Feb 2, 2026Updated last month
- Slides and code for the "Modeling in the Tidyverse" short course on Wednesday, May 29 2019 at SDSS (Symposium on Data Science and Statist…☆24Jun 18, 2020Updated 5 years ago
- Stan syntax highlighting for knitr☆14Oct 26, 2020Updated 5 years ago
- Gaussian processes on graphs and lattices in Stan.☆19Mar 17, 2025Updated 11 months ago
- Pre-compiled CmdStan models in R packages☆24Feb 9, 2026Updated 3 weeks ago
- Probability and Statistics: a simulation-based introduction. An open-access book.☆323Jul 25, 2023Updated 2 years ago
- Slides and code for the 2018 useR! tutorial "Recipes for Data Processing"☆30Jul 13, 2018Updated 7 years ago