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research article

Comment: Models Are Approximations!

Davison, Anthony C.  
•
Koch, Erwan  
•
Koh, Jonathan  
November 1, 2019
Statistical Science

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.

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Type
research article
DOI
10.1214/19-STS746
Web of Science ID

WOS:000509945700008

Author(s)
Davison, Anthony C.  
Koch, Erwan  
Koh, Jonathan  
Date Issued

2019-11-01

Publisher

INST MATHEMATICAL STATISTICS

Published in
Statistical Science
Volume

34

Issue

4

Start page

584

End page

590

Subjects

Statistics & Probability

•

Mathematics

•

bootstrap

•

designed experiment

•

infinitesimal jackknife

•

model mis-specification

•

regression diagnostics

•

sandwich variance estimator

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
STAT  
Available on Infoscience
February 13, 2020
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/165292
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