ben18785 / ml-mcmc-convergence
Describes a method for monitoring MCMC convergence using ML
☆8Updated 4 years ago
Alternatives and similar repositories for ml-mcmc-convergence
Users that are interested in ml-mcmc-convergence are comparing it to the libraries listed below
Sorting:
- HMC and other derivative-based MCMC sampling algorithms for the nimble package☆13Updated last week
- Examples on INLA within MCMC☆11Updated 8 years ago
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 4 years ago
- Gaussian process modeling in R☆16Updated 2 years ago
- Fit stochastic differential equation models with time-varying parameters☆15Updated last week
- Material for my proposed StanCon talk☆20Updated 4 years ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆25Updated 8 months ago
- ☆16Updated 3 years ago
- Bayesian DFA with Stan☆29Updated 2 months ago
- Average marginal estimates for Bayesian models fit with the brms package☆20Updated 3 months ago
- Notebooks and data for StanCon2023 tutorial on BRMS☆16Updated last year
- R scripts for custom brms families☆14Updated 10 months ago
- 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
- ☆8Updated 4 years ago
- Estimate Parameters for Arbitrary R Functions using 'Stan'☆26Updated 10 months ago
- Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"☆13Updated 2 years ago
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆42Updated 8 months ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated 11 months ago
- Joint modeling multivariate longitudinal and time-to-event outcomes with INLA☆20Updated last week
- Bayesian Inference of Complex Panel Data☆29Updated last month
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆31Updated 3 years ago
- Case studies in applied and computational statistics.☆36Updated last week
- Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD thesis, Imperial College London, 2023)☆16Updated 4 months ago
- Repo for code for "Unrepresentative Surveys Significantly Overestimate Vaccine Uptake in the US"☆14Updated 3 years ago
- R package for bridge sampling☆32Updated last year
- homework problems from the 2nd edition of Statistical Rethinking by Richard McElreath worked in R-INLA☆24Updated 3 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 3 months ago
- An R package to help assess the sensitivity of a Bayesian model (fitted with Stan) to the specification of its likelihood and priors☆10Updated last month
- Code for effectively dealing with running CmdStan... from R.... because reasons...☆13Updated 2 years ago
- Course on nowcasting and forecasting of infectious disease dynamcis☆16Updated 2 weeks ago