BS1125 / CMAverseLinks
A suite of functions for reproducible causal mediation analyses
☆62Updated 5 months ago
Alternatives and similar repositories for CMAverse
Users that are interested in CMAverse are comparing it to the libraries listed below
Sorting:
- R package mediation☆66Updated last month
- 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
- WeightIt: an R package for propensity score weighting☆115Updated 3 weeks ago
- R package that simulates data suitable for fitting Marginal Structural Model.☆13Updated 2 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated 3 weeks ago
- R package for risk regression and prediction with censored data☆50Updated last week
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆38Updated 3 weeks ago
- R package lcmm☆66Updated last month
- ☆26Updated this week
- Causal mediation analysis in R☆27Updated 4 years ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 7 months ago
- Flexible mediation analysis using natural effect models in R☆24Updated 2 years ago
- Environmental Mixtures Workshop. Columbia University, Mailman School of Public Health.☆21Updated 5 years ago
- Publicly available code from my publications☆15Updated this week
- Bayesian kernel machine regression☆59Updated 8 months ago
- Extended Joint Models for Longitudinal and Survival Data☆90Updated 2 weeks ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆77Updated 2 months ago
- A unique open textbook to teach the nuances of applying advanced epidemiological methods using real data.☆13Updated 3 months ago
- Causal Inference: What If. R and Stata code for Exercises☆90Updated last month
- The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-v…☆177Updated 2 months ago
- Methods for Specifying, Simulating from and Fitting Causal Models☆17Updated 3 weeks ago
- Causal mediation and interaction analysis - 4way decomposition - Rscript☆10Updated 7 years ago
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆30Updated last year
- ☆44Updated 2 years ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Translating ML into Bayes, one line at a time☆81Updated 2 years ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated this week
- ☆41Updated 3 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 9 months ago
- heterogeneous treatment effect estimation with causal forests☆12Updated 2 years ago