ddml
Double/Debiased Machine Learning
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.
- Version0.3.0
- R versionunknown
- LicenseGPL (≥ 3)
- Needs compilation?No
- Last release10/02/2024
Documentation
Team
Thomas Wiemann
Achim Ahrens
Show author detailsRolesAuthorChristian B Hansen
Show author detailsRolesAuthorMark E Schaffer
Show author detailsRolesAuthor
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- Imports8 packages
- Suggests5 packages