🎯🎓 Generalized Targeted Learning Framework
☆41Jun 17, 2025Updated 8 months ago
Alternatives and similar repositories for tmle3
Users that are interested in tmle3 are comparing it to the libraries listed below
Sorting:
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆106Jul 7, 2025Updated 7 months ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Feb 17, 2026Updated 2 weeks ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Oct 24, 2024Updated last year
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Sep 22, 2021Updated 4 years ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Sep 21, 2024Updated last year
- Comprehensive Cross-Validation Engine☆27Sep 7, 2022Updated 3 years ago
- R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling☆13Sep 21, 2024Updated last year
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆19Jun 12, 2020Updated 5 years ago
- 🤠 📿 The Highly Adaptive Lasso☆49Nov 19, 2024Updated last year
- Targeted Learning for Survival Analysis☆23Nov 19, 2023Updated 2 years ago
- ☆10Nov 30, 2022Updated 3 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆15Jan 8, 2026Updated last month
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆28Apr 5, 2025Updated 10 months ago
- Dependent Delayed Computation☆23Apr 29, 2024Updated last year
- R package with tools for distance metrics☆18Nov 24, 2025Updated 3 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆27Apr 17, 2023Updated 2 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Jul 18, 2024Updated last year
- Non Metric Space ( Approximate ) Library in R☆12Feb 2, 2023Updated 3 years ago
- Rapid Calculation of Model Metrics☆29Jul 2, 2021Updated 4 years ago
- Dimensional Data Frames☆13Jan 17, 2026Updated last month
- A geometry engine interface for 'grid' grobs☆12Aug 30, 2024Updated last year
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 5 months ago
- Targeted inference (R package) https://kkholst.github.io/targeted/☆12Updated this week
- Website and blog for the research group of Mark J. van der Laan☆11Jul 1, 2021Updated 4 years ago
- A style for equals assignment, based on the styler package☆13Apr 30, 2024Updated last year
- Tools for estimating causal effects for multivariate continuous exposures☆13Dec 8, 2021Updated 4 years ago
- Launch a distributed R server on a cluster from a remote R session☆12Apr 23, 2022Updated 3 years ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆121Apr 10, 2021Updated 4 years ago
- Perform inference on algorithm-agnostic variable importance☆24Sep 25, 2025Updated 5 months ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Jun 26, 2025Updated 8 months ago
- On Disk Data Storage for Cross-Session Access in R☆17Feb 9, 2020Updated 6 years ago
- Implementation of the Anchors algorithm: Explain black-box ML models☆15Nov 21, 2019Updated 6 years ago
- [DEPRECATED] An R package to rapidly build and deploy supervised machine learning workflows☆16Jul 25, 2019Updated 6 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Apr 7, 2022Updated 3 years ago
- Rcpp Interface to mlpack (version 2.1.0 and up)☆24Jan 31, 2021Updated 5 years ago
- R package future.callr: A Future API for Parallel Processing using 'callr'☆62Jan 26, 2026Updated last month
- ☆17May 12, 2025Updated 9 months ago