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On the Fallibility of Principal Components in Research

The measurement error in principal components extracted from a set of fallible measures is discussed and evaluated. It is shown that as long as one or more measures in a given set of observed variables contains error of measurement, so also does any principal component obtained from the set. The err...

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Bibliographic Details
Published in:Educ Psychol Meas
Main Authors: Raykov, Tenko, Marcoulides, George A., Li, Tenglong
Format: Artigo
Language:Inglês
Published: SAGE Publications 2016
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5965520/
https://ncbi.nlm.nih.gov/pubmed/29795908
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0013164416629714
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