PRESENTATION OF ORDINAL REGRESSION-ANALYSIS ON THE ORIGINAL SCALE

Citation
M. Hannah et P. Quigley, PRESENTATION OF ORDINAL REGRESSION-ANALYSIS ON THE ORIGINAL SCALE, Biometrics, 52(2), 1996, pp. 771-775
Citations number
4
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
0006341X
Volume
52
Issue
2
Year of publication
1996
Pages
771 - 775
Database
ISI
SICI code
0006-341X(1996)52:2<771:POOROT>2.0.ZU;2-Q
Abstract
Frequently, ordinal measurement scales are constructed either by coars e measurement of interval or ratio scales, or by assigning numeric sco res to ordinal categories. When data on such scales are analyzed using the ordinal regression techniques of McCullagh (1980, Journal of the Royal Statistics Society, Series B 42, 109-142), inference is usually performed, and results presented, on the scale of the linear predictor . This can be unsatisfactory from the point of view of the applied sci entist familiar with the original scale definition. It is demonstrated how ordinal regression results can be presented on the original ordin al score scale.