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A coefficient of discrimination for use with nominal and ordinal regression models.

Authors :
Smith, Thomas J.
Walker, David A.
McKenna, Cornelius M.
Source :
Journal of Applied Statistics. Dec 2021, Vol. 48 Issue 16, p3208-3219. 12p. 4 Charts, 2 Graphs.
Publication Year :
2021

Abstract

This study introduces a coefficient of discrimination for use with nominal and ordinal regression models. Computation of the coefficient is demonstrated with data from the Pew Research Center's 25th Anniversary of the Web Omnibus Survey pertaining to cell/home phone ownership, where the coefficient of discrimination indicates that respondent age and gender increased the probability of a correct versus incorrect classification by 13.9%. Additionally, the coefficient is compared to existing coefficients. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02664763
Volume :
48
Issue :
16
Database :
Academic Search Index
Journal :
Journal of Applied Statistics
Publication Type :
Academic Journal
Accession number :
153688078
Full Text :
https://doi.org/10.1080/02664763.2020.1796940