jtimonen / lgprLinks
R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for inferring covariate effects and assessing covariate relevances. Various models can be specified using a convenient formula syntax.
☆26Updated last month
Alternatives and similar repositories for lgpr
Users that are interested in lgpr are comparing it to the libraries listed below
Sorting:
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 5 years ago
- Bayesian Inference of Complex Panel Data☆35Updated 5 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 3 years ago
- Material for my proposed StanCon talk☆20Updated 5 years ago
- R package for bridge sampling☆33Updated last month
- Automatic Differentiation for R☆23Updated 7 years ago
- Bayesian DFA with Stan☆29Updated 7 months ago
- ☆62Updated 3 months ago
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆32Updated 4 years ago
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆46Updated 2 weeks ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated last year
- Case studies in applied and computational statistics.☆39Updated 7 months ago
- Average marginal estimates for Bayesian models fit with the brms package☆20Updated 2 months ago
- Bayesian Linear Mixed Effect Models☆46Updated 9 months ago
- statistical models to analyze diagnostic tests☆16Updated 5 years 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
- Differential evolution in R☆30Updated 3 years ago
- homework problems from the 2nd edition of Statistical Rethinking by Richard McElreath worked in R-INLA☆24Updated 4 years ago
- Reproducible Bayesian data analysis pipelines with targets and cmdstanr☆50Updated 2 months ago
- Automatic forecasting and Bayesian modeling for time series with Stan☆46Updated 6 months ago
- maximum likelihood estimation package☆25Updated 10 months ago
- ☆33Updated 10 months ago
- Regression Spline Functions and Classes☆45Updated 9 months ago
- Tools for Developing R Packages Interfacing with Stan☆50Updated this week
- An R package implementing an idiosyncratic Stan workflow☆15Updated 3 years ago
- Towards a more flexible BART☆23Updated this week
- Documentation for the Stan language and CmdStan☆42Updated last week
- Bindings for Bayesian TidyModels☆47Updated last week
- Estimation of Time-Varying k-order Mixed Graphical Models☆29Updated 9 months ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆67Updated 5 years ago