kapelner / bartMachine
An R-Java Bayesian Additive Regression Trees implementation
☆62Updated 11 months ago
Alternatives and similar repositories for bartMachine:
Users that are interested in bartMachine are comparing it to the libraries listed below
- Discrete Bayesian Additive Regression Trees Sampler☆56Updated 2 months ago
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 5 months ago
- Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. The current rel…☆72Updated 3 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆59Updated 4 years ago
- ☆31Updated 2 years ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated 8 months ago
- StanCon2018 Helsinki Tutorial☆29Updated 5 years ago
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 7 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆40Updated 10 months ago
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆47Updated 6 years ago
- ☆31Updated last month
- Define Stan models using glmer-style (lme4) formulas☆55Updated 10 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆38Updated 3 months ago
- Testing version of fdapace☆31Updated 7 months ago
- ☆93Updated last year
- R and python implementations of Accelerated Bayesian Causal Forest.☆25Updated 7 months ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆49Updated 5 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 3 months ago
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆41Updated 5 months ago
- ☆42Updated 3 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated 11 months ago
- R software for selective inference☆34Updated 5 years ago
- R package - Quantile Regression Forests, a tree-based ensemble method for estimation of conditional quantiles (Meinshausen, 2006).☆27Updated 6 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆48Updated 3 weeks ago
- Methods for heterogeneous treatment effect estimation☆23Updated 2 years ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 3 months ago
- R package cfcausal☆27Updated 2 years ago
- biglasso: Extending Lasso Model Fitting to Big Data in R☆113Updated this week
- Parallelizable Bayesian Optimization in R☆107Updated 2 years ago
- Hierarchical and Grouped Time Series☆111Updated last month