ehsanx / simMSMLinks
R package that simulates data suitable for fitting Marginal Structural Model.
☆13Updated 2 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…☆51Updated 2 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated 3 weeks ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 7 months ago
- A suite of functions for reproducible causal mediation analyses☆62Updated 5 months ago
- WeightIt: an R package for propensity score weighting☆115Updated 3 weeks ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated this week
- ☆41Updated 3 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆77Updated 2 months ago
- R package mediation☆66Updated last month
- R package for risk regression and prediction with censored data☆50Updated last week
- Simulate Joint Longitudinal and Survival Data☆15Updated 7 years ago
- ☆26Updated this week
- ☆11Updated 6 years ago
- A unique open textbook to teach the nuances of applying advanced epidemiological methods using real data.☆13Updated 3 months ago
- Health economic simulation modeling and decision analysis☆71Updated last month
- R package lcmm☆66Updated last month
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- Targeted Learning for Survival Analysis☆23Updated last year
- Publicly available code from my publications☆15Updated this week
- Standardised Survival Probabilities, in R☆11Updated last year
- Environmental Mixtures Workshop. Columbia University, Mailman School of Public Health.☆21Updated 5 years ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- A package for mediation, moderation, and bootstrapped indirect effects☆24Updated 2 years ago
- An R package for extracting results from mixed models that are easy to use and viable for presentation.☆70Updated 2 years ago
- Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".☆11Updated 2 years ago
- High dimensional propensity score algorithm in R☆30Updated 7 years ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Extended Joint Models for Longitudinal and Survival Data☆90Updated 2 weeks ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆38Updated 3 weeks ago
- Translating ML into Bayes, one line at a time☆81Updated 2 years ago