Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data
☆41Feb 17, 2026Updated 2 months ago
Alternatives and similar repositories for stremr
Users that are interested in stremr are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🎯🎓 Generalized Targeted Learning Framework☆43Jun 17, 2025Updated 10 months ago
- Comprehensive Cross-Validation Engine☆27Sep 7, 2022Updated 3 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Jul 18, 2024Updated last year
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data☆14Aug 6, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆28Apr 17, 2023Updated 3 years ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Dec 8, 2025Updated 4 months ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆21Jun 12, 2020Updated 5 years ago
- Targeted Maximum Likelihood Estimation for Network Data☆20Aug 29, 2017Updated 8 years ago
- Causal machine learning pipeline using tlverse/sl3☆13Apr 17, 2026Updated 2 weeks ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Sep 21, 2024Updated last year
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆107Jul 7, 2025Updated 9 months ago
- SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.☆37Apr 17, 2019Updated 7 years 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.
- Non-parametric Causal Effects Based on Modified Treatment Policies☆83Updated this week
- R package that simulates data suitable for fitting Marginal Structural Model.☆13Sep 26, 2022Updated 3 years ago
- Targeted Learning for Survival Analysis☆22Nov 19, 2023Updated 2 years ago
- ☆14Jun 11, 2018Updated 7 years ago
- Targeted Learning entry in the Atlantic Causal Inference Conference's 2017 competition☆12Jul 16, 2017Updated 8 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆61Oct 24, 2024Updated last year
- Website and blog for the research group of Mark J. van der Laan☆11Jul 1, 2021Updated 4 years ago
- Variable importance through targeted causal inference, with Alan Hubbard☆59Nov 5, 2025Updated 6 months ago
- Library for integrated use of H2O with Hyperopt☆13Apr 8, 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.
- Super learner fitting and prediction using mlr3☆11Feb 20, 2025Updated last year
- SigOpt's public R client☆13Aug 22, 2023Updated 2 years 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
- R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.☆19Aug 13, 2025Updated 8 months ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Apr 27, 2026Updated last week
- ☆13Jan 11, 2019Updated 7 years ago
- [DEPRECATED] An R package to rapidly build and deploy supervised machine learning workflows☆16Jul 25, 2019Updated 6 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆16Jan 8, 2026Updated 3 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Combining drake workflows with R package development to train and execute a machine learning model☆15Jun 21, 2020Updated 5 years ago
- Code-generation wrapping C++ classes as R6 classes☆54Aug 14, 2015Updated 10 years ago
- Tools to Make Developing R Packages Interfacing with C Easier☆40Dec 18, 2019Updated 6 years ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Jun 28, 2024Updated last year
- Tools for estimating causal effects for multivariate continuous exposures☆13Dec 8, 2021Updated 4 years ago
- An Alternative Implementation of Entropy Balancing Weights For Estimating Causal Effects☆11Jul 28, 2021Updated 4 years ago
- Rapid Calculation of Model Metrics☆29Jul 2, 2021Updated 4 years ago