PC PROGRAM IMPLEMENTING AN ALTERNATIVE TO THE PAIRED T-TEST WHICH ADJUSTS FOR REGRESSION TO THE MEAN

Citation
Cj. Kowalski et al., PC PROGRAM IMPLEMENTING AN ALTERNATIVE TO THE PAIRED T-TEST WHICH ADJUSTS FOR REGRESSION TO THE MEAN, International journal of bio-medical computing, 37(3), 1994, pp. 189-194
Citations number
8
Categorie Soggetti
Mathematical Methods, Biology & Medicine","Engineering, Biomedical","Computer Science Interdisciplinary Applications","Computer Science Theory & Methods
ISSN journal
00207101
Volume
37
Issue
3
Year of publication
1994
Pages
189 - 194
Database
ISI
SICI code
0020-7101(1994)37:3<189:PPIAAT>2.0.ZU;2-Q
Abstract
In many biomedical research contexts, treatment effects are estimated from studies based on subjects who have been recruited because of high (low) measurements of a response variable, e.g., high blood pressure or low scores on a stress test, In this situation, simple change score s will overestimate the treatment effect; and the use of the paired t- test may find significant change due not to the treatment per se but, rather, due to regression towards the mean. A PC program implementing a procedure for adjusting the observed change for the regression effec t in simple pre-test-post-test experiments is described, illustrated, and made available to interested readers. The method is due to Mee and Chua (Am Stat, 45 (1991) 39-42), and may be considered as an alternat ive to the paired t-test which separates the effect of the treatment f rom the so-called regression effect.