jantonelli111 / DoublyRobustHDLinks
R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods
☆26Updated 9 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 week
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last week
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆78Updated 3 weeks ago
- ☆26Updated last year
- Bayesian DFA with Stan☆29Updated 3 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆67Updated 4 years ago
- R package cfcausal☆32Updated 2 years ago
- ☆43Updated 4 years ago
- ☆95Updated last year
- Double Machine Learning for Multiple Treatments☆41Updated 4 years ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆26Updated 2 years ago
- R package to implement high-dimensional confounding adjustment using continuous spike and slab priors☆10Updated 5 years ago
- A package for Bayesian causal inference with time-series cross-sectional data☆26Updated last year
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 6 months ago
- Sensitivity analysis tools for causal ML☆18Updated this week
- Translating ML into Bayes, one line at a time☆81Updated 2 years ago
- Targeted Learning for Survival Analysis☆23Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- ☆45Updated 2 years ago
- Implementation of Double Machine Learning☆36Updated 4 months ago
- CRAN Task View: Causal Inference☆17Updated last year
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Updated 6 months ago
- Causal Inference using Bayesian Additive Regression Trees☆82Updated last month
- ☆16Updated 3 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆26Updated 5 months ago
- Tutorials on Stan for Bayesian causal inference☆19Updated 3 months ago
- Suite of sensitivity analysis tools for OLS☆95Updated 10 months ago
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 2 months ago