causalsandwich is used to estimate causal effects with empirical sandwich variance estimator.
This means that the estimators have nice asymptotic properties when models are correctly specified.
Methods currently implemented
as of version 0.0.1:
- Estimators of the average treament effect
- Doubly Robust estimator
causalsandwich? Easy implementation with valid inference!
- This package is inteded to be a "one-stop-shop" with emphasis on ease of use.
- The estimators here are consistent and asymptotically normal following usual regularity assumptions.
geex is a package designed for easy implementation of estimating equations. The
causalsandwich package is powered by
What are estimating equations?
How to install
The package can be installed from Github: