R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data
☆14Aug 6, 2022Updated 3 years ago
Alternatives and similar repositories for medltmle
Users that are interested in medltmle 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 entry in the Atlantic Causal Inference Conference's 2017 competition☆12Jul 16, 2017Updated 8 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Feb 17, 2026Updated last month
- Causal Mediation analysis☆10Updated this week
- Latent Class Trajectory Models: An R Package☆40Dec 1, 2022Updated 3 years ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Sep 21, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Visualization Collider Effect: ShinyApp☆12Dec 18, 2025Updated 3 months ago
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆35Mar 6, 2026Updated 3 weeks ago
- Causal mediation analysis in R☆31Dec 12, 2020Updated 5 years ago
- Additional functions for the SuperLearner R package. A collection of mostly wrapper functions that might be useful for the SuperLearner b…☆20Feb 12, 2024Updated 2 years ago
- High dimensional propensity score algorithm in R☆31Aug 17, 2017Updated 8 years ago
- Code associated with my blog posts☆26Mar 20, 2026Updated last week
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Apr 7, 2022Updated 3 years ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆15Dec 9, 2024Updated last year
- Targeted Maximum Likelihood Estimation for Network Data☆20Aug 29, 2017Updated 8 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Website and blog for the research group of Mark J. van der Laan☆11Jul 1, 2021Updated 4 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆25Jan 18, 2022Updated 4 years ago
- Analysis of Multivariate Event Times https://kkholst.github.io/mets/☆14Updated this week
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 6 months ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Dec 8, 2025Updated 3 months ago
- Implementation of the Tower Method, a novel approach to handling missing values.☆12Mar 12, 2024Updated 2 years 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
- Targeted Learning for Survival Analysis☆22Nov 19, 2023Updated 2 years ago
- Flexible mediation analysis using natural effect models in R☆25Jun 22, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆19Jun 12, 2020Updated 5 years ago
- ☆13Jan 11, 2019Updated 7 years ago
- Diagnostics for confounding of time-varying and other joint exposures☆11Dec 12, 2022Updated 3 years ago
- Multi-Modal Disease Prediction☆14Jun 27, 2024Updated last year
- Online supplementary materials of “Three extensions of the random intercept cross-lagged panel model” by Mulder and Hamaker (2021).☆43Oct 21, 2024Updated last year
- An R package for working with Ethereum☆19Jan 27, 2020Updated 6 years ago
- ☆13Nov 1, 2020Updated 5 years ago
- Code to run Mendelian Randomization Analysis☆10Mar 14, 2022Updated 4 years ago
- autoMrP☆28Oct 14, 2025Updated 5 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Older repo for MRLocus. See new website for software usage guide:☆15Aug 17, 2023Updated 2 years ago
- emdi: estimating and mapping regionally disaggregated indicators☆17Feb 11, 2026Updated last month
- Variable importance through targeted causal inference, with Alan Hubbard☆59Nov 5, 2025Updated 4 months ago
- SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.☆37Apr 17, 2019Updated 6 years ago
- Analytic Hierarchy Process for Survey Data in R☆15Aug 22, 2021Updated 4 years ago
- [NeurIPS 2023] CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews☆25Jul 29, 2024Updated last year
- This repository contains the R code used analyse the eICU and MIMIC-III databases for the Sarkar et al paper "Performance of intensive ca…☆10Nov 27, 2020Updated 5 years ago