mitzimorris / StanCon2023_brms_tutorialLinks
Notebooks and data for StanCon2023 tutorial on BRMS
☆16Updated 2 years ago
Alternatives and similar repositories for StanCon2023_brms_tutorial
Users that are interested in StanCon2023_brms_tutorial are comparing it to the libraries listed below
Sorting:
- HMC and other derivative-based MCMC sampling algorithms for the nimble package☆13Updated last month
- Describes a method for monitoring MCMC convergence using ML☆8Updated 4 years ago
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆43Updated 10 months ago
- A web app to visualize distributions in Stan. Uses Stan Math C++ compiled to Webassembly to evaluate the functions using actual Stan impl…☆44Updated 2 years ago
- Automatic forecasting and Bayesian modeling for time series with Stan☆46Updated last month
- Fit stochastic differential equation models with time-varying parameters☆15Updated 2 months ago
- Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD thesis, Imperial College London, 2023)☆16Updated 6 months ago
- Ecological forecasting using Dynamic Generalized Additive Models with R 📦's {mvgam} and {brms}☆40Updated 3 months ago
- Monitor MCMC runs in the browser☆36Updated last year
- Estimate Parameters for Arbitrary R Functions using 'Stan'☆26Updated last month
- Supplementary code for paper "Bayesian workflow for disease transmission model".☆27Updated 4 years ago
- Reimplementation of Stan algorithms☆19Updated 3 years ago
- Repository to the R package nowcaster, nowcasting with INLA☆21Updated last week
- Materials for the course on Bayesian model building run at Second Faculty of Medicine at Charles University in Prague☆11Updated last year
- ☆36Updated 3 years ago
- An R package and Bayesian generative model to estimate epidemiological parameters from wastewater concentration measurements over time.☆22Updated this week
- "Swappable Module" compiler for the Stan probabilistic programming language.☆13Updated last year
- Towards a more flexible BART☆22Updated last week
- ☆56Updated 2 years ago
- Utilities for Scoring and Assessing Predictions☆53Updated 2 weeks ago
- ☆31Updated 5 months ago
- Joint modeling multivariate longitudinal and time-to-event outcomes with INLA☆21Updated last week
- ☆60Updated 4 months ago
- Examples on INLA within MCMC☆11Updated 8 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 4 months ago
- ☆81Updated last year
- Spatial capture-recapture models in Stan☆22Updated 5 years ago
- A large set of JAGS examples using R☆98Updated 2 years ago
- Course on nowcasting and forecasting of infectious disease dynamics☆19Updated 2 weeks ago
- Material for my proposed StanCon talk☆20Updated 4 years ago