imalenica / medltmleLinks
R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data
☆13Updated 3 years ago
Alternatives and similar repositories for medltmle
Users that are interested in medltmle are comparing it to the libraries listed below
Sorting:
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆30Updated last year
- ☆26Updated last year
- R package for fitting joint models to time-to-event and longitudinal data☆18Updated 8 months ago
- Diagnostics for confounding of time-varying and other joint exposures☆11Updated 2 years ago
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- High dimensional propensity score algorithm in R☆30Updated 8 years ago
- This repository collects various small code snippets or short instructions on how to use or define specific mixed models, mostly with pac…☆37Updated 2 years ago
- Code for the R package "EValue" and GUI website.☆16Updated last month
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 9 months ago
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 3 months ago
- Wrangling survival data☆21Updated 6 years ago
- Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".☆11Updated 3 years ago
- Targeted Learning for Survival Analysis☆23Updated last year
- An R package for generalised survival models☆27Updated 3 weeks ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated last month
- Regression Modeling Strategies Bayesian☆16Updated 4 months ago
- ☆20Updated 6 years ago
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆26Updated 5 months ago
- Automated machine learning in mlr3☆27Updated 3 years ago
- Bayesian Linear Mixed Effect Models☆45Updated 6 months ago
- Build machine learning models in R like using python's scikit-learn library☆33Updated last year
- Longitudinal Targeted Maximum Likelihood Estimation package☆26Updated 2 years ago
- An R package containing helper functions for Stan☆17Updated 3 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆49Updated last month
- A repository for the 'concurve' R package which generates confidence distributions and likelihood functions. Includes documentation on ho…☆22Updated 3 months ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆18Updated 5 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆14Updated 2 weeks ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆31Updated 7 months ago
- My notes on Bayesian statistics in Stan, etc (2018-)☆14Updated 4 years ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago