yixinsun1216 / crossfit

Implementation of Double/Debiased Machine Learning approach
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crossfit

This package implements the Double Machine Learning approach from (Chernozhukov et al., 2018), which constructs estimates for low-dimensional target parameters in the presence of high-dimensional nuisance parameters. The methods and calculations are detailed in this file.

Installation

devtools::install_github("yixinsun1216/crossfit")

References

V. Chernozhukov, D. Chetverikov, M. Demirer, E. Duflo, C. Hansen, W. Newey, and J. Robins. Double/debiased machine learning for treatment and structural parameters.The Econometrics Journal, 21(1):C1–C68, 2018a.