ddml

Double/Debiased Machine Learning

CRAN Package

Estimate common causal parameters using double/debiased machine learning as proposed by Chernozhukov et al. (2018) doi:10.1111/ectj.12097. 'ddml' simplifies estimation based on (short-)stacking as discussed in Ahrens et al. (2024) doi:10.1177/1536867X241233641, which leverages multiple base learners to increase robustness to the underlying data generating process.


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  • Imports8 packages
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