agnesdeng / mixgb
mixgb: multiple imputation through XGBoost
☆23Updated last month
Alternatives and similar repositories for mixgb:
Users that are interested in mixgb are comparing it to the libraries listed below
- miceRanger: Fast Imputation with Random Forests in R☆67Updated 2 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆48Updated this week
- Non-parametric Causal Effects Based on Modified Treatment Policies☆64Updated this week
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆43Updated 2 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆30Updated last month
- Translating ML into Bayes, one line at a time☆77Updated last year
- Probabilistic Learning for mlr3☆135Updated this week
- Accelerated Oblique Random Survival Forests☆58Updated 2 weeks ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated 11 months ago
- Fast multivariate imputation by random forests.☆69Updated 3 months ago
- The msm R package for continuous-time multi-state modelling of panel data☆61Updated 4 months ago
- Friedman's H-statistics☆29Updated last month
- 🤠 📿 The Highly Adaptive Lasso☆50Updated 3 months ago
- counterfactuals: An R package for Counterfactual Explanation Methods☆21Updated 4 months ago
- Extended Joint Models for Longitudinal and Survival Data☆84Updated last week
- Joint Models for Longitudinal and Survival Data using MCMC☆60Updated 4 years ago
- Discrete Bayesian Additive Regression Trees Sampler☆57Updated last week
- R package for missing-data imputation with deep learning☆34Updated last year
- Survival analysis workshop using R☆50Updated 5 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 4 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 3 months ago
- an R package for deriving Prediction Rule Ensembles☆58Updated 8 months ago
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 5 months ago
- Shap values for model interpretation☆63Updated 5 years ago
- GLMMs with adaptive Gaussian quadrature☆61Updated this week
- Hyperparameter optimization package of the mlr3 ecosystem☆55Updated last month
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆36Updated 8 months ago
- Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction☆32Updated 6 months ago
- Targeted Learning for Survival Analysis☆21Updated last year
- Methods for heterogeneous treatment effect estimation☆23Updated 2 years ago