propensityml-package: propensityml: Propensity score weighting using machine...

Description Details Author(s) References See Also

Description

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Implement machine learning models to improve propensity score weight, especially tree models, e.g. CART, pruned CART, random forests, etc.

Details

The propensityml package provides various ML functions to estimate propensity score.

Author(s)

Maintainer: Young Geun Kim dudrmshub@gmail.com

References

Lee, B. K., Lessler, J., & Stuart, E. A. (2010). Improving propensity score weighting using machine learning. Statistics in Medicine. Statistics in Medicine, 29(3), 337-346.

See Also

Useful links:


ygeunkim/propensityml documentation built on Jan. 1, 2021, 1:44 p.m.