vdorie / dbartsLinks
Discrete Bayesian Additive Regression Trees Sampler
☆58Updated 2 months ago
Alternatives and similar repositories for dbarts
Users that are interested in dbarts are comparing it to the libraries listed below
Sorting:
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆43Updated 9 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆63Updated 4 years ago
- Causal Inference using Bayesian Additive Regression Trees☆80Updated 9 months ago
- Bayesian DFA with Stan☆29Updated last month
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 4 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆49Updated 2 weeks ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 7 months ago
- ☆31Updated last month
- Translating ML into Bayes, one line at a time☆79Updated 2 years ago
- Material for my proposed StanCon talk☆20Updated 4 years ago
- Projection predictive variable selection☆112Updated last week
- Hierarchical continuous time state space modelling☆42Updated this week
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated last year
- An R-Java Bayesian Additive Regression Trees implementation☆63Updated last year
- 🎯🎓 Generalized Targeted Learning Framework☆40Updated this week
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago
- Additive quantile regression R package☆34Updated 2 months ago
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 3 years ago
- Automatic forecasting and Bayesian modeling for time series with Stan☆45Updated 2 weeks ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆25Updated 9 months ago
- Tools for Developing R Packages Interfacing with Stan☆50Updated this week
- Tutorials on Stan for Bayesian causal inference☆19Updated last week
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- ☆76Updated last year
- GLMMs with adaptive Gaussian quadrature☆60Updated 3 months ago
- Code accompanying my ICPSR summer program course on Applied Bayesian Modeling.☆44Updated 7 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆17Updated 5 years ago
- Bayesian linear survival analysis with shrinkage priors in Stan☆24Updated 9 years ago
- Converting base R code to Armadillo code for use with RcppArmadillo or for external programs (e.g. Matlab, Mathematica, ...)☆30Updated last year
- A large set of JAGS examples using R☆98Updated 2 years ago