drizopoulos / JMbayes
Joint Models for Longitudinal and Survival Data using MCMC
☆59Updated 4 years ago
Alternatives and similar repositories for JMbayes:
Users that are interested in JMbayes are comparing it to the libraries listed below
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆35Updated 10 months ago
- Extended Joint Models for Longitudinal and Survival Data☆86Updated 2 weeks ago
- Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values☆28Updated last year
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆30Updated 3 months ago
- Piece-wise exponential Additive Mixed Modeling tools☆48Updated this week
- R package that simulates data suitable for fitting Marginal Structural Model.☆12Updated 2 years 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
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆37Updated 2 months ago
- ☆25Updated last month
- R package lcmm☆64Updated 2 months ago
- High dimensional propensity score algorithm in R☆30Updated 7 years ago
- Simulate Joint Longitudinal and Survival Data☆15Updated 6 years ago
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆30Updated last year
- R package mediation☆65Updated last year
- R package for risk regression and prediction with censored data☆48Updated this week
- R package for fitting joint models to time-to-event and longitudinal data☆17Updated 4 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆65Updated this week
- Implementations of survival models in R☆58Updated 10 months ago
- Parametric cure models for flexsurvreg☆16Updated 2 months ago
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data☆13Updated 2 years ago
- Bayesian kernel machine regression☆56Updated 5 months ago
- An R-Package to Visualize the (Causal) Effect of a Continuous Variable on a Time-To-Event Outcome☆12Updated last month
- ☆24Updated last year
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆12Updated 4 months ago
- ☆19Updated 2 years ago
- A suite of functions for reproducible causal mediation analyses☆58Updated 2 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 6 months ago
- Flexible mediation analysis using natural effect models in R☆23Updated last year
- Duration-Based Quantities of Interest and Simulation Methods for the Cox Proportional Hazards Model☆25Updated 4 years ago
- Simulate Survival Data☆23Updated 4 years ago