Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests
β20Jan 4, 2023Updated 3 years ago
Alternatives and similar repositories for drtmle
Users that are interested in drtmle are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- β10Nov 30, 2022Updated 3 years ago
- π― π― Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Interventionβ13Aug 6, 2022Updated 3 years ago
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effectβ28Apr 11, 2026Updated 3 weeks ago
- Comprehensive Cross-Validation Engineβ27Sep 7, 2022Updated 3 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Dataβ41Feb 17, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Longitudinal Mediation with Modified Treatment Policiesβ12Sep 26, 2025Updated 7 months ago
- Longitudinal Targeted Maximum Likelihood Estimation packageβ28Apr 17, 2023Updated 3 years ago
- π―π Generalized Targeted Learning Frameworkβ43Jun 17, 2025Updated 10 months ago
- Simulating Longitudinal and Network Data with Causal Inference Applicationsβ69Jul 18, 2024Updated last year
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimationβ18Sep 6, 2025Updated 8 months ago
- Causal machine learning pipeline using tlverse/sl3β13Apr 17, 2026Updated 2 weeks ago
- Targeted Learning for Survival Analysisβ22Nov 19, 2023Updated 2 years ago
- Tools for estimating causal effects for multivariate continuous exposuresβ13Dec 8, 2021Updated 4 years ago
- An R package for visualizing confounder control in meta-analysesβ11Jan 17, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off β’ AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The xyz algorithm for fast interaction search in high-dimensional data.β14Jul 28, 2017Updated 8 years ago
- π― Targeted Learning in R: A Causal Data Science Handbookβ61Oct 24, 2024Updated last year
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptionsβ11Jun 26, 2025Updated 10 months ago
- A sensitivity analysis package for causal effectsβ12Mar 18, 2024Updated 2 years ago
- β20Nov 5, 2018Updated 7 years ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.β15Dec 9, 2024Updated last year
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effectsβ16Jan 8, 2026Updated 3 months ago
- A Toolkit for Calculating and Working with Propensity Scoresβ23Mar 2, 2026Updated 2 months ago
- β99Jan 4, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean β’ AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- An implementation of the SuperLearner algorithm in Python based on scikit-learn.β25May 24, 2014Updated 11 years ago
- β28Mar 30, 2024Updated 2 years ago
- Publicly available code from my publications πβ19Mar 23, 2026Updated last month
- Covariate Balance Tables and Plots - An R package for assessing covariate balanceβ84Apr 13, 2026Updated 3 weeks ago
- π― Targeted Learning of the Causal Effects of Stochastic Interventionsβ17Sep 21, 2024Updated last year
- R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an obserβ¦β13Jul 7, 2023Updated 2 years ago
- Super learner fitting and prediction using mlr3β11Feb 20, 2025Updated last year
- β14Dec 9, 2014Updated 11 years ago
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasksβ12Aug 12, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorialβ39Jan 7, 2021Updated 5 years ago
- An R package containing functions used in the CDC Flu Forecasting competitionβ11Oct 18, 2020Updated 5 years ago
- A new type of Table to store and simulate data for causal inference in Julia.β17Mar 3, 2026Updated 2 months ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effectsβ123Apr 10, 2021Updated 5 years ago
- Techniques to Build Better Balance in Propensity Score Modelsβ22Mar 6, 2026Updated 2 months ago
- iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among featuresβ48Mar 2, 2021Updated 5 years ago
- Pathway visualization and analysis tool for Pathway Commons and other BioPAX dataβ14May 25, 2022Updated 3 years ago