🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention
☆13Aug 6, 2022Updated 3 years ago
Alternatives and similar repositories for tmle3mopttx
Users that are interested in tmle3mopttx are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Sep 21, 2024Updated last year
- 🎯🎓 Generalized Targeted Learning Framework☆42Jun 17, 2025Updated 9 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆28Apr 17, 2023Updated 2 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- Comprehensive Cross-Validation Engine☆27Sep 7, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Causal machine learning pipeline using tlverse/sl3☆13Dec 21, 2025Updated 3 months ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Apr 7, 2022Updated 4 years ago
- ☆10Nov 30, 2022Updated 3 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Oct 24, 2024Updated last year
- ☆35Jun 18, 2022Updated 3 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Feb 17, 2026Updated last month
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 6 months ago
- Data for and description of the ACIC 2023 data competition☆32Jun 9, 2023Updated 2 years ago
- Public repository for QSS Stata Book☆10Feb 24, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆68Jun 21, 2023Updated 2 years ago
- Bioconductor2017 workshop - Analysis of single-cell RNA-seq data: Normalization, dimensionality reduction, clustering, and lineage infere…☆11Aug 4, 2017Updated 8 years ago
- The xyz algorithm for fast interaction search in high-dimensional data.☆14Jul 28, 2017Updated 8 years ago
- GSI course materials for STAT215A Fall 2020☆12Dec 12, 2020Updated 5 years ago
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆28Updated this week
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆12Aug 12, 2021Updated 4 years ago
- ☆28Mar 30, 2024Updated 2 years ago
- Targeted inference (R package) https://kkholst.github.io/targeted/☆14Apr 8, 2026Updated last week
- Kernel k Nearest Neighbors in R☆17Apr 1, 2026Updated 2 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Website and blog for the research group of Mark J. van der Laan☆11Jul 1, 2021Updated 4 years ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Dec 8, 2025Updated 4 months ago
- Propensity score Matching and Subclassification with 3 or more Treatments☆21Dec 1, 2019Updated 6 years ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Jun 26, 2025Updated 9 months ago
- Supercharging Imbalanced Data Learning WithCausal Representation Transfer☆12Nov 29, 2021Updated 4 years ago
- Nonlinear time series analysis in R☆37Mar 25, 2026Updated 3 weeks ago
- 🤠 📿 The Highly Adaptive Lasso☆49Nov 19, 2024Updated last year
- iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features☆48Mar 2, 2021Updated 5 years ago
- Machine Learning Estimation of Heterogeneous Causal Effects☆25Sep 6, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- "Exploratory Data Analysis using Random Forests"☆18Feb 12, 2016Updated 10 years ago
- DEPRECATED. See new generalized random forest package for up-to-date implementation.☆56Aug 26, 2017Updated 8 years ago
- R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling☆13Sep 21, 2024Updated last year
- ☆64Aug 2, 2024Updated last year
- Tools for estimating causal effects for multivariate continuous exposures☆13Dec 8, 2021Updated 4 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆19Jun 12, 2020Updated 5 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆82Jan 29, 2026Updated 2 months ago