ehsanx / simMSMLinks
R package that simulates data suitable for fitting Marginal Structural Model.
☆12Updated 2 years ago
Alternatives and similar repositories for simMSM
Users that are interested in simMSM are comparing it to the libraries listed below
Sorting:
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆30Updated last year
- ☆26Updated 2 months ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last year
- Simulate Joint Longitudinal and Survival Data☆15Updated 6 years ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 5 months ago
- Standardised Survival Probabilities, in R☆11Updated last year
- A suite of functions for reproducible causal mediation analyses☆58Updated 3 months ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆48Updated last year
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated 11 months ago
- High dimensional propensity score algorithm in R☆30Updated 7 years ago
- Environmental Mixtures Workshop. Columbia University, Mailman School of Public Health.☆21Updated 5 years ago
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data☆13Updated 2 years ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated this week
- An R-Package to Visualize the (Causal) Effect of a Continuous Variable on a Time-To-Event Outcome☆12Updated 2 months ago
- List of released health economics R packages by other people.☆18Updated 5 years ago
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of simulations from the …☆46Updated 3 months ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆31Updated 3 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- An R package for running cost-effectiveness models in R. Forked from the heemod package.☆19Updated last year
- R package for risk regression and prediction with censored data☆48Updated last week
- Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".☆11Updated 2 years ago
- An R package for generalised survival models☆27Updated last week
- 🎯🎓 Generalized Targeted Learning Framework☆40Updated 6 months ago
- ☆11Updated 6 years ago
- CRAN Task View: Causal Inference☆17Updated last year
- ☆25Updated last year
- Creates CONSORT Diagrams for RCTs☆13Updated 11 months ago
- R package lcmm☆65Updated this week
- Health economic simulation modeling and decision analysis☆70Updated last month