jmpsteen / medflex
Flexible mediation analysis using natural effect models in R
☆23Updated last year
Alternatives and similar repositories for medflex:
Users that are interested in medflex are comparing it to the libraries listed below
- ☆25Updated this week
- Causal mediation analysis in R☆26Updated 4 years ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆37Updated last month
- An R-Package to Visualize the (Causal) Effect of a Continuous Variable on a Time-To-Event Outcome☆12Updated last year
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆11Updated 3 months ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆35Updated 8 months ago
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆29Updated last year
- R package mediation☆63Updated last year
- Causal mediation and interaction analysis - 4way decomposition - Rscript☆10Updated 7 years ago
- R package lcmm☆62Updated last month
- A suite of functions for reproducible causal mediation analyses☆57Updated last month
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- High dimensional propensity score algorithm in R☆30Updated 7 years ago
- Datasets and scripts needed for Introduction to Regression Methods for Public Health Using R☆25Updated 5 months ago
- Tools for Flexible Survival Analysis Using Machine Learning☆16Updated this week
- R package that simulates data suitable for fitting Marginal Structural Model.☆12Updated 2 years ago
- High-dimensional Mediation Analysis (HIMA)☆24Updated last month
- This is a read-only mirror of the CRAN R package repository. mclust — Gaussian Mixture Modelling for Model-Based Clustering, Classifica…☆21Updated 10 months ago
- QGcomp (quantile g-computation): estimating the effects of exposure mixtures. Works for continuous, binary, and right-censored survival o…☆37Updated last week
- Environmental Mixtures Workshop. Columbia University, Mailman School of Public Health.☆21Updated 5 years ago
- Causal Mediation analysis☆9Updated last week
- Data Package for Medical Datasets☆48Updated last year
- Package to wrangle and visualize genomic data in R☆26Updated 5 months ago
- Duration-Based Quantities of Interest and Simulation Methods for the Cox Proportional Hazards Model☆25Updated 3 years ago
- Code and description to implement Bayesian Kernel Machine Regression-Causal Mediation Analysis by Devick et al. (arXiv: 1811.10453)☆15Updated last year
- An R package for full reporting of effect modification and interaction☆21Updated last year
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆44Updated last year
- Repository that contains all the data, code and manuscript files for a paper that explores the use of GAMs in biomedical research.☆20Updated 9 months ago
- ☆81Updated last year
- An R package for creating CONSORT diagrams with ggplot☆49Updated 2 years ago