kathoffman / steroids-trial-emulationLinks
Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially Doubly Robust estimation (Hoffman et al. 2022).
☆53Updated 2 years ago
Alternatives and similar repositories for steroids-trial-emulation
Users that are interested in steroids-trial-emulation are comparing it to the libraries listed below
Sorting:
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 9 months ago
- Extended Joint Models for Longitudinal and Survival Data☆91Updated this week
- R package for risk regression and prediction with censored data☆51Updated last week
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated last month
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- A suite of functions for reproducible causal mediation analyses☆63Updated 6 months ago
- R package that simulates data suitable for fitting Marginal Structural Model.☆13Updated 2 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆74Updated 3 weeks ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last week
- ☆29Updated last month
- R package mediation☆68Updated 3 months ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆40Updated 3 weeks ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated 10 months ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- Environmental Mixtures Workshop. Columbia University, Mailman School of Public Health.☆21Updated 5 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆49Updated 3 weeks ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆31Updated 7 months ago
- Targeted Learning for Survival Analysis☆23Updated last year
- Survival analysis workshop using R☆53Updated 6 years ago
- ☆30Updated 4 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
- Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (…☆27Updated last year
- Health economic simulation modeling and decision analysis☆73Updated 2 months ago
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 2 months ago
- Causal Inference: What If. R and Stata code for Exercises☆90Updated 3 months ago
- Publicly available code from my publications 📝☆16Updated last month
- ☆42Updated 3 years ago
- WeightIt: an R package for propensity score weighting☆117Updated last month
- R package lcmm☆68Updated 2 months ago