ehsanx / simMSMLinks
R package that simulates data suitable for fitting Marginal Structural Model.
☆13Updated 3 years ago
Alternatives and similar repositories for simMSM
Users that are interested in simMSM 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…☆63Updated 2 years ago
- A suite of functions for reproducible causal mediation analyses☆68Updated 10 months ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆15Updated 3 months ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆15Updated last year
- A unique open textbook to teach the nuances of applying advanced epidemiological methods using real data.☆16Updated 3 weeks ago
- WeightIt: an R package for propensity score weighting☆118Updated last month
- ☆44Updated 4 years ago
- R package mediation☆69Updated 6 months ago
- Simulate Joint Longitudinal and Survival Data☆15Updated 7 years ago
- R package for risk regression and prediction with censored data☆54Updated last month
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated 2 weeks ago
- Health economic simulation modeling and decision analysis☆72Updated 2 months ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆80Updated 4 months ago
- An R package for computing comorbidity scores.☆88Updated last year
- ☆34Updated last month
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- R package lcmm☆72Updated 2 months ago
- Causal machine learning pipeline using tlverse/sl3☆13Updated this week
- Non-parametric Causal Effects Based on Modified Treatment Policies☆77Updated 2 months ago
- Publicly available code from my publications 📝☆17Updated 2 months ago
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆30Updated last month
- Environmental Mixtures Workshop. Columbia University, Mailman School of Public Health.☆22Updated 6 years ago
- High dimensional propensity score algorithm in R☆31Updated 8 years ago
- Propensity Score Analysis with R☆93Updated 8 months ago
- Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".☆11Updated 3 years ago
- ☆33Updated 4 years ago
- A package for mediation, moderation, and bootstrapped indirect effects☆24Updated 2 years ago
- ☆27Updated last year
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 6 months ago