tlverse / tmle3Links
🎯🎓 Generalized Targeted Learning Framework
☆41Updated 5 months ago
Alternatives and similar repositories for tmle3
Users that are interested in tmle3 are comparing it to the libraries listed below
Sorting:
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 4 years ago
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆106Updated 4 months ago
- Targeted Learning for Survival Analysis☆23Updated 2 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- Longitudinal Targeted Maximum Likelihood Estimation package☆27Updated 2 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆14Updated 2 months ago
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated 2 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆75Updated last month
- ☆27Updated last year
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆19Updated 5 years ago
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- Simulate Survival Data☆24Updated 4 years ago
- R package to allow tidybayes to work with the rethinking package☆26Updated last year
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Updated 2 years ago
- Comprehensive Cross-Validation Engine☆27Updated 3 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆80Updated 3 months ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- R package for fitting joint models to time-to-event and longitudinal data☆18Updated 11 months ago
- Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction☆32Updated 2 weeks ago
- 🤠 📿 The Highly Adaptive Lasso☆49Updated last year
- R package providing diagnostic tools for multilevel models☆18Updated 6 months ago
- missCompare R package - intuitive missing data imputation framework☆39Updated 5 years ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆56Updated 6 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆32Updated 10 months ago
- timereg R package, survival analysis methods☆32Updated 3 months ago
- Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).☆47Updated 5 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆24Updated 3 years ago
- R Code for Causal Inference by Hernán and Robins☆22Updated 4 years ago