On the linear in probability model for binary data.

Abstract:

:The analysis of binary response data commonly uses models linear in the logistic transform of probabilities. This paper considers some of the advantages and disadvantages of simple least-squares estimates based on a linear representation of the probabilities themselves, this in particular sometimes allowing a more direct empirical interpretation of underlying parameters. A sociological study is used in illustration.

journal_name

R Soc Open Sci

authors

Battey HS,Cox DR,Jackson MV

doi

10.1098/rsos.190067

subject

Has Abstract

pub_date

2019-05-01 00:00:00

pages

190067

issue

5

issn

2054-5703

pii

rsos190067

journal_volume

6

pub_type

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