soerenkuenzel / hteLinks
☆34Updated 2 years ago
Alternatives and similar repositories for hte
Users that are interested in hte are comparing it to the libraries listed below
Sorting:
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆16Updated 4 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆40Updated 6 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 6 months ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆19Updated 3 months ago
- ☆25Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Updated 10 months ago
- ☆42Updated 4 years ago
- ☆95Updated last year
- Methods for heterogeneous treatment effect estimation☆24Updated 3 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- Longitudinal Targeted Maximum Likelihood Estimation package☆25Updated 2 years ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆34Updated 3 years ago
- Targeted Learning for Survival Analysis☆21Updated last year
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last year
- Repository for Introduction to Bayesian Estimation of Causal Effects☆62Updated 4 years ago
- R package cfcausal☆27Updated 2 years ago
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 8 months ago
- Sensitivity analysis tools for causal ML☆17Updated 2 weeks ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 3 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated 9 months ago
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 3 years ago
- This the repository for the Spring Causal Inference Course☆44Updated 5 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Updated 2 years ago
- Variable importance through targeted causal inference, with Alan Hubbard☆57Updated 2 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 4 months ago
- Targeted Maximum Likelihood Estimation for Network Data☆20Updated 7 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆76Updated last week
- Translating ML into Bayes, one line at a time☆79Updated last year
- Heterogeneous Treatment Effects☆16Updated 2 years ago