DMCA
MULTIVARIATE ANALYSIS OF REPEATED MEASURES DATA (2011)
BibTeX
@MISC{Kumar11multivariateanalysis,
author = {Vinod Kumar and Prachi Mehta and Gaurav Shukla},
title = {MULTIVARIATE ANALYSIS OF REPEATED MEASURES DATA},
year = {2011}
}
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Abstract
In this paper, we have used SAS software for the multivariate analysis of repeated measures data due to Grizzel and Allen (1969). We have applied four multivariate methods viz MANOVA, Profile Analysis, non-parametric multisample rank sum test and non-parametric multisample median test to analyse two sets of data. The findings of the study reveal that profile analysis gives similar results as revealed by MANOVA, except in case of Pillai’s trace and Hotelling-Lowley’s trace statistics where time*group effects were found insignificant. Nonparametric analysis of the same data revealed different conclusions.
Keyphrases
multivariate analysis repeated measure data profile analysis multivariate method sa software different conclusion nonparametric analysis similar result non-parametric multisample median test study reveal repeated measure data time group effect multivariate analysis non-parametric multisample rank sum test hotelling-lowley trace statistic
