nhejazi / medoutconLinks
R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
☆13Updated last year
Alternatives and similar repositories for medoutcon
Users that are interested in medoutcon are comparing it to the libraries listed below
Sorting:
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- 🎯🎓 Generalized Targeted Learning Framework☆40Updated last week
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 6 months ago
- R package that simulates data suitable for fitting Marginal Structural Model.☆12Updated 2 years ago
- ☆21Updated 5 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆25Updated 2 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆76Updated 3 weeks ago
- Simulate Joint Longitudinal and Survival Data☆15Updated 6 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying c…☆23Updated 2 years ago
- causalweight: An R Package for Causal Inference and Mediation Analysis☆13Updated 6 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 4 months ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 4 months ago
- 2SLS Regression with Diagnostics in R☆21Updated 5 months ago
- Super learner fitting and prediction using mlr3☆10Updated 4 months ago
- CRAN Task View: Causal Inference☆17Updated last year
- Translating ML into Bayes, one line at a time☆79Updated 2 years ago
- Sensitivity analysis tools for causal ML☆17Updated this week
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 7 months ago
- Targeted Learning for Survival Analysis☆22Updated last year
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 8 months ago
- ☆40Updated 3 years ago
- R package mediation☆66Updated 2 weeks ago
- Publicly available code from my publications☆14Updated 2 weeks ago
- Code for the R package "EValue" and GUI website.☆16Updated 3 years ago
- A suite of functions for reproducible causal mediation analyses☆59Updated 4 months ago
- 🤠📿 The Highly Adaptive Lasso☆50Updated 7 months ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated 2 weeks ago
- Longitudinal Mediation with Modified Treatment Policies☆12Updated last month
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 3 years ago