mlr-org / mcboostLinks
Multi-Calibration & Multi-Accuracy Boosting for R
☆33Updated 5 months ago
Alternatives and similar repositories for mcboost
Users that are interested in mcboost are comparing it to the libraries listed below
Sorting:
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆19Updated 5 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 7 months ago
- ☆34Updated 3 years ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Updated 10 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Updated last year
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Updated last year
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 4 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Updated 3 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Updated 3 years ago
- ☆28Updated last year
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Updated 3 years ago
- Nested cross-validation for accurate confidence intervals for prediction error.☆43Updated 3 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆77Updated 3 months ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 4 months ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 5 months ago
- causaleffect: R package for identifying causal effects.☆37Updated 3 months ago
- Causal machine learning pipeline using tlverse/sl3☆13Updated 3 weeks ago
- Bayesian Inference of Complex Panel Data☆35Updated this week
- Targeted Learning for Survival Analysis☆23Updated 2 years ago
- Variable importance through targeted causal inference, with Alan Hubbard☆59Updated 2 months ago
- Estimation of Time-Varying k-order Mixed Graphical Models☆29Updated 10 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆27Updated 2 years ago
- Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)☆84Updated 2 years ago
- Bayesian DFA with Stan☆29Updated 7 months ago
- ☆22Updated last year
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 4 years ago
- Discrete Bayesian Additive Regression Trees Sampler☆61Updated 3 months ago
- ☆10Updated 3 years ago