Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017
☆21Jun 12, 2020Updated 6 years ago
Alternatives and similar repositories for SIM-TMLE-tutorial
Users that are interested in SIM-TMLE-tutorial 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 for Survival Analysis☆22Nov 19, 2023Updated 2 years ago
- A Toolkit for Calculating and Working with Propensity Scores☆26Updated this week
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Sep 21, 2024Updated 2 years ago
- Tutorial_Computational_Causal_Inference_Estimators☆39Oct 29, 2021Updated 4 years ago
- A sensitivity analysis package for causal effects☆12Mar 18, 2024Updated 2 years ago
- AI Agents on 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.
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Jul 18, 2024Updated 2 years ago
- Website and blog for the research group of Mark J. van der Laan☆11Jul 1, 2021Updated 5 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Feb 17, 2026Updated 7 months ago
- 2SLS Regression with Diagnostics in R☆25Jul 10, 2026Updated 2 months ago
- R code to generate simulated data and implement the hierarchical TMLEs described in "A new approach to hierarchical data analysis: Target…☆11Oct 17, 2019Updated 6 years ago
- ☆24Jan 7, 2025Updated last year
- Targeted Maximum Likelihood Estimation for Network Data☆20Aug 29, 2017Updated 9 years ago
- ☆17May 12, 2025Updated last year
- Variable importance through targeted causal inference, with Alan Hubbard☆58Sep 20, 2026Updated 2 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data☆14Aug 6, 2022Updated 4 years ago
- An example of bundling webR as part of an application using webpack.☆14Nov 3, 2023Updated 2 years ago
- ☆13Jan 11, 2019Updated 7 years ago
- Diagnostics for confounding of time-varying and other joint exposures☆11Apr 22, 2026Updated 5 months ago
- Software used for papers published by CAUSALab members☆12Oct 23, 2025Updated 11 months ago
- The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-va…☆33May 22, 2026Updated 4 months ago
- Techniques to Build Better Balance in Propensity Score Models☆24Sep 1, 2026Updated last month
- 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
- The goal of svelteR is to fluently embed svelte apps into Rmarkdown documents producing html output.☆16Jun 19, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Generic and lazy tree traversal algorithms☆13Jul 12, 2020Updated 6 years ago
- Combining drake workflows with R package development to train and execute a machine learning model☆15Jun 21, 2020Updated 6 years ago
- My notes on Bayesian statistics in Stan, etc (2018-)☆14Nov 14, 2020Updated 5 years ago
- Causal Mediation analysis☆12Updated this week
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆21Jan 4, 2023Updated 3 years ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆16Dec 9, 2024Updated last year
- Publicly available code from my publications 📝☆20Sep 17, 2026Updated 3 weeks ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆25Jan 18, 2022Updated 4 years ago
- Warehouse of (Raw) Teaching Materials☆16Jul 30, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 4 years ago
- Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".☆27Nov 26, 2021Updated 4 years ago
- Quick Intro to Shiny, R Markdown, & HTML Widgets with Application in Drug Development☆13Jul 20, 2017Updated 9 years ago
- CRAN Task View: Causal Inference☆20Updated this week
- A Quarto-based collection of supplementary material from the clinical prediction models book.☆21Mar 24, 2026Updated 6 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆64Oct 24, 2024Updated last year
- Visualization Collider Effect: ShinyApp☆12Dec 18, 2025Updated 9 months ago