Larsvanderlaan / hte3Links
Causal machine learning pipeline using tlverse/sl3
☆13Updated last month
Alternatives and similar repositories for hte3
Users that are interested in hte3 are comparing it to the libraries listed below
Sorting:
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆15Updated last year
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆15Updated last month
- Longitudinal Targeted Maximum Likelihood Estimation package☆27Updated 2 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 5 months ago
- Super learner fitting and prediction using mlr3☆11Updated 11 months ago
- Targeted Learning for Survival Analysis☆23Updated 2 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- ☆28Updated last year
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated 3 weeks ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Updated 3 years ago
- High dimensional propensity score algorithm in R☆31Updated 8 years ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Updated 7 months ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated 2 months ago
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 7 months ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆34Updated 11 months ago
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data☆14Updated 3 years ago
- Bayesian Multiple Index Models for Environmental Mixtures☆10Updated 4 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Updated 3 years ago
- Simulate Survival Data☆24Updated 3 weeks ago
- 🤠 📿 The Highly Adaptive Lasso☆49Updated last year
- Longitudinal Mediation with Modified Treatment Policies☆12Updated 4 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- Techniques to Build Better Balance in Propensity Score Models☆22Updated 3 months ago
- ☆27Updated last year
- Simulate Joint Longitudinal and Survival Data☆15Updated 7 years ago
- R package for calculation of standard and bootstrap confidence intervals☆18Updated last month
- Survival Extrapolation With a Flexible Parametric Model and External Data☆12Updated 3 weeks ago
- Wrangling survival data☆21Updated 6 years ago
- An R package containing helper functions for Stan☆17Updated 4 years ago
- ☆21Updated last year