Targeted Learning for Survival Analysis
☆23Nov 19, 2023Updated 2 years ago
Alternatives and similar repositories for survtmle
Users that are interested in survtmle are comparing it to the libraries listed below
Sorting:
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Jun 26, 2025Updated 8 months ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 5 months ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆15Dec 9, 2024Updated last year
- SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.☆37Apr 17, 2019Updated 6 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆19Jun 12, 2020Updated 5 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆41Jun 17, 2025Updated 8 months ago
- Super learner fitting and prediction using mlr3☆11Feb 20, 2025Updated last year
- ☆10Nov 30, 2022Updated 3 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data☆14Aug 6, 2022Updated 3 years ago
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆28Apr 5, 2025Updated 11 months ago
- An implementation of the SuperLearner algorithm in Python based on scikit-learn.☆25May 24, 2014Updated 11 years ago
- R interface to NLM RxNorm API to get drug names and class based on RxCUI☆30Mar 25, 2025Updated 11 months ago
- repo for "Optimal Inference After Model Selection"☆15Apr 15, 2017Updated 8 years ago
- Package to wrangle and visualize genomic data in R☆26Feb 10, 2026Updated 3 weeks ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Dec 8, 2025Updated 3 months ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Feb 17, 2026Updated 2 weeks ago
- Estimate the frequency and severity of claims to compute prior and posterior premiums. The GLM method is used with Poisson, Negative Bin…☆10Apr 26, 2018Updated 7 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Jul 18, 2024Updated last year
- for custom file structure templates accessible in R sessions outside the ones they were created in.☆22Nov 10, 2020Updated 5 years ago
- A Toolkit for Calculating and Working with Propensity Scores☆23Updated this week
- Class materials for a workshop at Karolinska Institute☆12Oct 5, 2023Updated 2 years ago
- Targeted Maximum Likelihood Estimation for Network Data☆20Aug 29, 2017Updated 8 years ago
- Variable importance through targeted causal inference, with Alan Hubbard☆59Nov 5, 2025Updated 4 months ago
- Causal Mediation analysis☆10Dec 26, 2025Updated 2 months ago
- R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an obser…☆13Jul 7, 2023Updated 2 years ago
- UC Berkeley thesis/dissertation LaTeX Template (ucbthesis) for R Markdown☆22Dec 11, 2023Updated 2 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆25Jan 18, 2022Updated 4 years ago
- Code and methods for COVID19 lagged mobility and sociodemographic association model US county-level☆11Feb 12, 2021Updated 5 years ago
- Causal machine learning pipeline using tlverse/sl3☆13Dec 21, 2025Updated 2 months ago
- Wrapper around MLForecast for more plug and play forecasting☆10Oct 23, 2023Updated 2 years ago
- R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling☆13Sep 21, 2024Updated last year
- Survival Extrapolation With a Flexible Parametric Model and External Data☆12Feb 18, 2026Updated 2 weeks ago
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆106Jul 7, 2025Updated 8 months ago
- Duration-Based Quantities of Interest and Simulation Methods for the Cox Proportional Hazards Model☆25Mar 28, 2021Updated 4 years ago
- Website and blog for the research group of Mark J. van der Laan☆11Jul 1, 2021Updated 4 years ago
- ☆10Aug 30, 2017Updated 8 years ago
- VirtualPop generates a virtual population from demographic data☆11Jun 22, 2023Updated 2 years ago