jantonelli111 / DoublyRobustHD
R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods
☆26Updated 4 months ago
Alternatives and similar repositories for DoublyRobustHD:
Users that are interested in DoublyRobustHD are comparing it to the libraries listed below
- 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…☆30Updated last month
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last year
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated last month
- Sensitivity analysis tools for causal ML☆16Updated 9 months ago
- A package for Bayesian causal inference with time-series cross-sectional data☆26Updated last year
- CRAN Task View: Causal Inference☆17Updated 11 months ago
- ☆23Updated 11 months ago
- R package cfcausal☆27Updated 2 years ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆34Updated 3 years ago
- ☆31Updated 2 years ago
- Optimized regression discontinuity designs☆29Updated 2 years ago
- Adaptive debiased machine learning of treatment effects with the highly adaptive lasso☆14Updated 3 weeks ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆24Updated 2 years ago
- R package: CBPS☆27Updated 3 years ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆76Updated 11 months ago
- This the repository for the Spring Causal Inference Course☆42Updated 5 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆59Updated 4 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 3 years ago
- 2SLS Regression with Diagnostics in R☆20Updated 2 months ago
- Bayesian DFA with Stan☆28Updated this week
- lmw: Linear Model Weights☆11Updated last year
- ☆41Updated 2 years ago
- Tutorial_Computational_Causal_Inference_Estimators☆32Updated 3 years ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆23Updated last year
- Suite of sensitivity analysis tools for OLS☆92Updated 4 months ago
- 🎯🎓 Generalized Targeted Learning Framework☆38Updated 4 months ago
- Multiplicative Interaction Models Diagnostics and Visualization, Producing Flexible Marginal Effect Estimates☆35Updated this week
- Implementation of Double Machine Learning☆35Updated last year
- ☆16Updated 3 years ago