anthonydevaux / DynForestLinks
Random forest with multivariate longitudinal predictors
☆17Updated 3 months ago
Alternatives and similar repositories for DynForest
Users that are interested in DynForest are comparing it to the libraries listed below
Sorting:
- Extended Joint Models for Longitudinal and Survival Data☆91Updated this week
- The msm R package for continuous-time multi-state modelling of panel data☆62Updated last month
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆39Updated last week
- A suite of functions for reproducible causal mediation analyses☆63Updated 6 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- R package lcmm☆68Updated 2 months ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆52Updated 2 years ago
- R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an obser…☆11Updated 2 years ago
- heterogeneous treatment effect estimation with causal forests☆12Updated 2 years ago
- Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem☆14Updated 2 weeks ago
- R package mediation☆68Updated 2 months ago
- Bayesian kernel machine regression☆59Updated 9 months ago
- R package for risk regression and prediction with censored data☆50Updated last week
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated last month
- Parametric cure models for flexsurvreg☆16Updated 6 months ago
- Flexible mediation analysis using natural effect models in R☆24Updated 2 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last month
- DOCUMENTATION:☆129Updated 2 months ago
- Methods for Specifying, Simulating from and Fitting Causal Models☆17Updated 2 weeks ago
- ☆28Updated last month
- This package is for visualising variable importance and variable interaction.☆26Updated last week
- ☆44Updated 2 years ago
- R software for selective inference☆35Updated 5 years ago
- An S4 class for functional data in R☆14Updated last year
- Time capsule for burden of proof paper☆12Updated 7 months ago
- An R package for clustering longitudinal datasets in a standardized way, providing interfaces to various R packages for longitudinal clus…☆34Updated last month
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 8 months ago
- Build dirichletprocess objects for data analysis☆60Updated 2 years ago
- ☆21Updated 3 months ago
- Causal mediation analysis in R☆27Updated 4 years ago