jantonelli111 / DoublyRobustHDLinks
R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods
☆26Updated 11 months ago
Alternatives and similar repositories for DoublyRobustHD
Users that are interested in DoublyRobustHD are comparing it to the libraries listed below
Sorting:
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated last month
- A package for Bayesian causal inference with time-series cross-sectional data☆26Updated last year
- R package cfcausal☆33Updated 2 years ago
- ☆95Updated last year
- ☆44Updated 4 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆14Updated last month
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆79Updated 2 months ago
- Sensitivity analysis tools for causal ML☆18Updated last month
- Double Machine Learning for Multiple Treatments☆41Updated 4 years ago
- ☆34Updated 3 years ago
- Suite of sensitivity analysis tools for OLS☆95Updated 11 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆26Updated 2 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆31Updated 8 months ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Optimized regression discontinuity designs☆30Updated 2 years ago
- Implementation of Double Machine Learning☆36Updated 6 months ago
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- Tutorials on Stan for Bayesian causal inference☆19Updated 4 months ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 2 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆67Updated 5 years ago
- This the repository for the Spring Causal Inference Course☆45Updated 6 years ago
- R package to implement high-dimensional confounding adjustment using continuous spike and slab priors☆10Updated 5 years ago
- Bayesian DFA with Stan☆29Updated 5 months ago
- Translating ML into Bayes, one line at a time☆82Updated 2 years ago
- R package: CBPS☆28Updated 3 years ago
- ☆47Updated 2 years ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- ☆26Updated last year
- ☆16Updated 4 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year