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).
☆60Updated 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:
- A suite of functions for reproducible causal mediation analyses☆65Updated 9 months ago
- Extended Joint Models for Longitudinal and Survival Data☆94Updated this week
- R package that simulates data suitable for fitting Marginal Structural Model.☆13Updated 3 years ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆14Updated 11 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆75Updated 3 weeks ago
- R package for risk regression and prediction with censored data☆52Updated this week
- R package mediation☆69Updated 5 months ago
- ☆31Updated 3 months ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated 3 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆14Updated last month
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- Environmental Mixtures Workshop. Columbia University, Mailman School of Public Health.☆22Updated 6 years ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆41Updated 2 months ago
- WeightIt: an R package for propensity score weighting☆118Updated this week
- Targeted Learning for Survival Analysis☆23Updated last year
- R package lcmm☆71Updated 3 weeks ago
- Publicly available code from my publications 📝☆17Updated last month
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated last month
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- ☆30Updated 4 years ago
- Health economic simulation modeling and decision analysis☆73Updated 3 weeks ago
- ☆42Updated 4 years ago
- Causal mediation analysis in R☆29Updated 4 years ago
- Survival analysis workshop using R☆53Updated 6 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆32Updated 9 months ago
- Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (…☆27Updated 3 weeks ago
- High dimensional propensity score algorithm in R☆31Updated 8 years ago
- The msm R package for continuous-time multi-state modelling of panel data☆63Updated 4 months ago