nt-williams / lmtp
Non-parametric Causal Effects Based on Modified Treatment Policies
☆65Updated 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…☆48Updated last year
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last year
- Tutorial_Computational_Causal_Inference_Estimators☆34Updated 3 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 6 months ago
- ☆41Updated 2 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆76Updated 3 weeks ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 2 months ago
- ☆38Updated 3 years ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆35Updated 10 months ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆38Updated 4 years ago
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- R package mediation☆65Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Updated 9 months ago
- R package that simulates data suitable for fitting Marginal Structural Model.☆12Updated 2 years ago
- WeightIt: an R package for propensity score weighting☆112Updated last month
- Extended Joint Models for Longitudinal and Survival Data☆86Updated 3 weeks ago
- 🎯🎓 Generalized Targeted Learning Framework☆39Updated 5 months ago
- CRAN Task View: Causal Inference☆17Updated last year
- This repository contains code examples for several methods in a Causal Inference in RCTs short course.☆26Updated last month
- Survival analysis workshop using R☆51Updated 5 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆49Updated last week
- Publicly available code from my publications☆13Updated last week
- Metalearners for Survival Data☆13Updated last year
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆12Updated 5 months ago
- Targeted Learning for Survival Analysis☆21Updated last year
- A suite of functions for reproducible causal mediation analyses☆58Updated 2 months ago
- ☆25Updated last month
- Translating ML into Bayes, one line at a time☆79Updated last year
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated last week
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago