Comment: Models Are Approximations

This discussion focuses on areas of disagreement with the papers, particularly the target of inference and the case for using the robust 'sandwich' variance estimator in the presence of moderate mis-specification. We also suggest that existing procedures may be appreciably more powerful fo...

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Veröffentlicht in:Statistical science 2019-11, Vol.34 (4), p.584
Hauptverfasser: Davison, Anthony C., Koch, Erwan, Koh, Jonathan
Format: Artikel
Sprache:eng
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Zusammenfassung:This discussion focuses on areas of disagreement with the papers, particularly the target of inference and the case for using the robust 'sandwich' variance estimator in the presence of moderate mis-specification. We also suggest that existing procedures may be appreciably more powerful for detecting mis-specification than the authors' RAV statistic, and comment on the use of the pairs bootstrap in balanced situations.
ISSN:0883-4237
2168-8745
DOI:10.1214/19-STS746