π― π― Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention
β13Aug 6, 2022Updated 4 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:
- π― Targeted Learning of the Causal Effects of Stochastic Interventionsβ17Sep 21, 2024Updated last year
- π―π Generalized Targeted Learning Frameworkβ43Jun 17, 2025Updated last year
- Longitudinal Targeted Maximum Likelihood Estimation packageβ28Jun 3, 2026Updated 2 months ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis testsβ21Jan 4, 2023Updated 3 years ago
- Comprehensive Cross-Validation Engineβ28May 23, 2026Updated 2 months 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.
- Causal machine learning pipeline using tlverse/sl3β13Apr 17, 2026Updated 3 months ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targetedβ¦β27Apr 7, 2022Updated 4 years ago
- β10Nov 30, 2022Updated 3 years ago
- π― Targeted Learning in R: A Causal Data Science Handbookβ62Oct 24, 2024Updated last year
- β35Jun 18, 2022Updated 4 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Dataβ41Feb 17, 2026Updated 5 months ago
- Longitudinal Mediation with Modified Treatment Policiesβ12Sep 26, 2025Updated 10 months ago
- Data for and description of the ACIC 2023 data competitionβ34Jun 9, 2023Updated 3 years ago
- Public repository for QSS Stata Bookβ10Feb 24, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The xyz algorithm for fast interaction search in high-dimensional data.β16Jul 28, 2017Updated 9 years ago
- Bioconductor2017 workshop - Analysis of single-cell RNA-seq data: Normalization, dimensionality reduction, clustering, and lineage infereβ¦β11Aug 4, 2017Updated 9 years ago
- GSI course materials for STAT215A Fall 2020β12Dec 12, 2020Updated 5 years ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially Dβ¦β73Jun 21, 2023Updated 3 years ago
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effectβ28Apr 11, 2026Updated 4 months ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptionsβ11Jun 26, 2025Updated last year
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasksβ14Aug 12, 2021Updated 5 years ago
- β28Mar 30, 2024Updated 2 years ago
- Website and blog for the research group of Mark J. van der Laanβ11Jul 1, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Tools for Flexible Survival Analysis Using Machine Learningβ18Dec 8, 2025Updated 8 months ago
- Targeted inference (R package) https://kkholst.github.io/targeted/β15Updated this week
- Kernel k Nearest Neighbors in Rβ17Aug 1, 2026Updated last week
- Nonlinear time series analysis in Rβ38Mar 25, 2026Updated 4 months ago
- Propensity score Matching and Subclassification with 3 or more Treatmentsβ22Dec 1, 2019Updated 6 years ago
- Supercharging Imbalanced Data Learning WithCausal Representation Transferβ12Nov 29, 2021Updated 4 years ago
- π€ πΏ The Highly Adaptive Lassoβ49Nov 19, 2024Updated last year
- iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among featuresβ48Mar 2, 2021Updated 5 years ago
- Machine Learning Estimation of Heterogeneous Causal Effectsβ25Sep 6, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- DEPRECATED. See new generalized random forest package for up-to-date implementation.β57Aug 26, 2017Updated 8 years ago
- An Alternative Implementation of Entropy Balancing Weights For Estimating Causal Effectsβ11Jul 28, 2021Updated 5 years ago
- "Exploratory Data Analysis using Random Forests"β18Feb 12, 2016Updated 10 years ago
- β64Aug 2, 2024Updated 2 years ago
- Tools for estimating causal effects for multivariate continuous exposuresβ13Dec 8, 2021Updated 4 years ago
- SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Dataβ22Oct 25, 2021Updated 4 years ago
- This package is archived and further developed under the name RFSurrogates. In this R-package functions are provided to select important β¦β11Jul 27, 2023Updated 3 years ago