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On group comparisons with logistic regression models

Abstract:

It is widely believed that regression models for binary responses are problematic if we want to compare estimated coefficients from models for different groups or with different explanatory variables. This concern has two forms. The first arises if the binary model is treated as an estimate of a model for an unobserved continuous response, and the second when models are compared between groups which have different distributions of other causes of the binary response. We argue that these c...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted manuscript

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Publisher copy:
10.1177/0049124117747306

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Institution:
University of Oxford
Oxford college:
Nuffield College
Department:
Oxford, SSD, Sociology
Publisher:
SAGE Publications (UK and US) Publisher's website
Journal:
Sociological Methods and Research Journal website
Publication date:
2018-01-07
Acceptance date:
2017-08-25
DOI:
EISSN:
1552-8294
ISSN:
0049-1241
Pubs id:
pubs:730777
URN:
uri:9909efa6-e588-46fa-a0ba-6204a309ce10
UUID:
uuid:9909efa6-e588-46fa-a0ba-6204a309ce10
Local pid:
pubs:730777

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