jrnold / ssmodels-in-stan
State space models (dynamic linear models, hidden Markov models) implemented in Stan.
☆47Updated 6 years ago
Alternatives and similar repositories for ssmodels-in-stan:
Users that are interested in ssmodels-in-stan are comparing it to the libraries listed below
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated 10 months ago
- Implementation of B-Splines in Stan☆51Updated 7 years ago
- Bayesian Generalized Linear Models with Time-Varying Coefficients☆44Updated 7 months ago
- ☆73Updated last year
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆65Updated 4 years ago
- ☆30Updated 4 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆86Updated 8 years ago
- Bayesian DFA with Stan☆28Updated 3 weeks ago
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 7 years ago
- A complete environment for Bayesian inference within R☆93Updated last year
- Beginner tutorial for using cmdstan with multithreading☆62Updated 4 years ago
- Discrete Bayesian Additive Regression Trees Sampler☆58Updated last week
- Dockerfiles with rstan and CmdStan☆24Updated 6 years ago
- Projection predictive variable selection☆111Updated last week
- 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
- Multivariate Autoregressive State-Space Modeling with R☆52Updated last year
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- KFAS: R Package for Exponential Family State Space Models☆65Updated 7 months ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago
- Source files for the book "Bayesian Workflow Using Stan"☆96Updated 3 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated last week
- Conditional autoregressive models in Stan☆33Updated last year
- Case studies on model assessment, model selection and inference after model selection☆171Updated last year
- Automatic forecasting and Bayesian modeling for time series with Stan☆45Updated last year
- An R-Java Bayesian Additive Regression Trees implementation☆63Updated last year
- Bayesian linear survival analysis with shrinkage priors in Stan☆24Updated 9 years ago
- Multivariate Automatic Differentiation R package☆31Updated last year
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 4 years ago
- Additive quantile regression R package☆33Updated this week
- Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference☆112Updated last year