jantonelli111 / DoublyRobustHDLinks
R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods
☆27Updated last year
Alternatives and similar repositories for DoublyRobustHD
Users that are interested in DoublyRobustHD are comparing it to the libraries listed below
Sorting:
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆14Updated 2 months ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆80Updated 3 months ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 2 months ago
- A package for Bayesian causal inference with time-series cross-sectional data☆28Updated last year
- R package cfcausal☆33Updated 2 years ago
- Suite of sensitivity analysis tools for OLS☆96Updated last year
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- ☆16Updated 4 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆26Updated 2 years ago
- Translating ML into Bayes, one line at a time☆82Updated 2 years ago
- ☆95Updated last year
- ☆44Updated 4 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Bayesian DFA with Stan☆29Updated 6 months ago
- R package to implement high-dimensional confounding adjustment using continuous spike and slab priors☆10Updated 5 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆31Updated 9 months ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- Double Machine Learning for Multiple Treatments☆41Updated 5 years ago
- Targeted Learning for Survival Analysis☆23Updated 2 years ago
- Sensitivity analysis tools for causal ML☆18Updated 2 months ago
- Implementation of Double Machine Learning☆36Updated 7 months ago
- ☆48Updated 2 years ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Updated 9 months ago
- WeightIt: an R package for propensity score weighting☆118Updated 2 weeks ago
- Adaptive debiased machine learning of treatment effects with the highly adaptive lasso☆14Updated 9 months ago
- ☆27Updated last year
- CRAN Task View: Causal Inference☆17Updated 3 weeks ago