nt-williams / lmtpLinks
 Non-parametric Causal Effects Based on Modified Treatment Policies 
☆75Updated last week
Alternatives and similar repositories for lmtp
Users that are interested in lmtp are comparing it to the libraries listed below
Sorting:
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆54Updated 2 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 4 months ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆14Updated last month
- Extended Joint Models for Longitudinal and Survival Data☆92Updated last week
- Targeted Learning for Survival Analysis☆23Updated last year
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆26Updated 3 years ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Tutorial_Computational_Causal_Inference_Estimators☆37Updated 4 years ago
- Survival analysis workshop using R☆53Updated 6 years ago
- Causal Inference: What If. R and Stata code for Exercises☆90Updated 4 months ago
- ☆26Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated last month
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆14Updated 10 months ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 3 months ago
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- Translating ML into Bayes, one line at a time☆82Updated 2 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆32Updated 8 months ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated 3 months ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Updated last year
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆79Updated 2 months ago
- Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values☆28Updated 2 months ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆19Updated 5 years ago
- This repository contains code examples for several methods in a Causal Inference in RCTs short course.☆26Updated 2 months ago
- An R package for computing comorbidity scores.☆84Updated last year
- Building a Survival Model in Stan.☆57Updated 2 years ago