dalmiral / mHealthModeration
Simulation results for "Assessing Time-Varying Causal Effect Moderation in Mobile Health"
☆16Updated 4 years ago
Alternatives and similar repositories for mHealthModeration:
Users that are interested in mHealthModeration are comparing it to the libraries listed below
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆16Updated 4 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆67Updated 8 months ago
- ☆31Updated 2 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆63Updated 2 weeks ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆35Updated 8 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- R software for selective inference☆34Updated 5 years ago
- Tutorial files to accompany Sorensen, Hohenstein, and Vasishth paper: http://www.ling.uni-potsdam.de/~vasishth/statistics/BayesLMMs.html☆83Updated 8 years ago
- Variable importance through targeted causal inference, with Alan Hubbard☆57Updated 2 years ago
- Targeted Maximum Likelihood Estimation for Network Data☆20Updated 7 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆40Updated 11 months ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆44Updated last year
- An R package for analysis of curve data with phase and amplitude variation☆19Updated 5 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆38Updated 4 months ago
- ☆93Updated last year
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Updated 6 months ago
- R Wrapper for Tetrad Library☆35Updated 6 months ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆30Updated last month
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last year
- A suite of functions for reproducible causal mediation analyses☆57Updated last month
- ☆23Updated 11 months ago
- R package mediation☆64Updated last year
- Bayesian kernel machine regression☆55Updated 4 months ago
- Targeted Learning for Survival Analysis☆20Updated last year
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 7 years ago
- R package that simulates data suitable for fitting Marginal Structural Model.☆12Updated 2 years ago
- An R package for large scale estimation with stochastic gradient descent☆62Updated last year
- R code to generate simulated data and implement the hierarchical TMLEs described in "A new approach to hierarchical data analysis: Target…☆9Updated 5 years ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆11Updated 3 months ago