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
- A unique open textbook to teach the nuances of applying advanced epidemiological methods using real data.☆17Updated last month
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆15Updated last year
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆15Updated last week
- ☆34Updated last month
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated last month
- Simulate Joint Longitudinal and Survival Data☆15Updated 7 years ago
- Health economic simulation modeling and decision analysis☆72Updated this week
- R package for risk regression and prediction with censored data☆54Updated last month
- R package lcmm☆72Updated 2 months ago
- WeightIt: an R package for propensity score weighting☆118Updated 2 months ago
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆32Updated 2 months ago
- High dimensional propensity score algorithm in R☆31Updated 8 years ago
- ☆11Updated 6 years ago
- Environmental Mixtures Workshop. Columbia University, Mailman School of Public Health.☆22Updated 6 years ago
- Causal machine learning pipeline using tlverse/sl3☆13Updated 3 weeks ago
- R package mediation☆68Updated 7 months ago
- Easily carry out Latent Profile Analysis (LPA) using open-source or commercial software☆60Updated last year
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Publicly available code from my publications 📝☆17Updated 3 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆77Updated 2 months ago
- Programming accompaniment to a graduate course on longitudinal modeling (PSYC-564) at the University of Victoria☆20Updated 8 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆80Updated 4 months ago
- ☆44Updated 4 years ago
- A package for mediation, moderation, and bootstrapped indirect effects☆24Updated 2 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆33Updated 11 months ago
- The MplusAutomation package leverages the flexibility of the R language to automate latent variable model estimation and interpretation u…☆94Updated last month
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated last month