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Comment: Models Are Approximations!

delete2019-11-01
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OA
AI
A
A. C. Davison *
E
Erwan Koch
J
Jonathan Koh
DOI:10.1214/19-STS746delete
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Abstract

Abstract

En 中文
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.
Keywords:
Bootstrap
designed experiment
infinitesimal jackknife
model mis-specification
regression diagnostics
sandwich variance estimator

Journal

Statistical Science cover
Statistical Science
IF:
3.4
Papers:
1.0K
Citations:
8.7K

Organization

S
swiss federal institutes of technology domain
Scholars:
9.0W
Papers: 8.0W
Citations: 163
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