nhejazi / medoutconLinks
R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
☆15Updated 3 months ago
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☆13Updated this week
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆80Updated 4 months ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆15Updated last year
- Longitudinal Targeted Maximum Likelihood Estimation package☆27Updated 2 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- Targeted Learning for Survival Analysis☆23Updated 2 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 6 months ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆63Updated 2 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 3 months ago
- Translating ML into Bayes, one line at a time☆83Updated 2 years ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- WeightIt: an R package for propensity score weighting☆118Updated last month
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆31Updated 10 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- An R package for conducting sensitivity analyses for unmeasured confounders☆41Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- ☆44Updated 4 years ago
- ☆27Updated last year
- R package that simulates data suitable for fitting Marginal Structural Model.☆13Updated 3 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 4 years ago
- R package mediation☆69Updated 6 months ago
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated 2 weeks ago
- Simulate Joint Longitudinal and Survival Data☆15Updated 7 years ago
- Regression with functional data☆49Updated last month
- 2SLS Regression with Diagnostics in R☆23Updated 3 months ago
- Suite of sensitivity analysis tools for OLS☆96Updated last year
- ☆21Updated 11 months ago
- CRAN Task View: Causal Inference☆17Updated last week
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- Sensitivity analysis tools for causal ML☆19Updated 3 months ago