vdorie / dbartsLinks
Discrete Bayesian Additive Regression Trees Sampler
☆60Updated last month
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…☆46Updated last year
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 4 months ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago
- Bayesian DFA with Stan☆29Updated 6 months ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated last year
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated 2 months ago
- Automatic forecasting and Bayesian modeling for time series with Stan☆46Updated 6 months ago
- Translating ML into Bayes, one line at a time☆82Updated 2 years ago
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 5 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- R6 object-oriented interface for probability distributions.☆103Updated last year
- Additive quantile regression R package☆35Updated 7 months ago
- A large set of JAGS examples using R☆98Updated 2 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- Tools for Developing R Packages Interfacing with Stan☆50Updated last week
- Regression with functional data☆49Updated 2 weeks ago
- Examples of statistical models implemented using JAGS☆101Updated 13 years ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- Hierarchical continuous time state space modelling☆43Updated last month
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆106Updated 4 months ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- ☆33Updated 10 months ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆66Updated 5 years ago
- An R-Java Bayesian Additive Regression Trees implementation☆62Updated last year
- Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference☆111Updated 2 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- An introduction to Multilevel Modeling and Poststratification (MRP) and some of its extensions.☆40Updated 3 years ago
- Projection predictive variable selection☆112Updated this week