benkeser / survtmle
Targeted Learning for Survival Analysis
☆21Updated last year
Alternatives and similar repositories for survtmle:
Users that are interested in survtmle are comparing it to the libraries listed below
- 🎯🎓 Generalized Targeted Learning Framework☆38Updated 3 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆23Updated last year
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆12Updated 3 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated 11 months ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆40Updated 11 months ago
- ☆23Updated 11 months ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆16Updated 4 years ago
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 3 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆36Updated 8 months ago
- 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
- Piece-wise exponential Additive Mixed Modeling tools☆48Updated this week
- 🤠 📿 The Highly Adaptive Lasso☆50Updated 3 months ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆19Updated 2 years ago
- Simulate Survival Data☆23Updated 4 years ago
- Bayesian Linear Mixed Effect Models☆43Updated last week
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆24Updated 2 years ago
- ☆31Updated 2 years ago
- R package for fitting joint models to time-to-event and longitudinal data☆18Updated 2 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆64Updated this week
- R package providing diagnostic tools for multilevel models☆17Updated 3 years ago
- Comprehensive Cross-Validation Engine☆27Updated 2 years ago
- Translating ML into Bayes, one line at a time☆77Updated last year
- ☆9Updated 8 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆12Updated 2 years ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆57Updated 5 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 4 months ago
- Simulate Joint Longitudinal and Survival Data☆15Updated 6 years ago
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data☆12Updated 2 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆30Updated last month