TITLE

Classical latent variable models for medical research

AUTHOR(S)
Rabe-Hesketh, Sophia; Skrondal, Anders
PUB. DATE
February 2008
SOURCE
Statistical Methods in Medical Research;Feb2008, Vol. 17 Issue 1, p5
SOURCE TYPE
Academic Journal
DOC. TYPE
Article
ABSTRACT
Latent variable models are commonly used in medical statistics, although often not referred to under this name. In this paper we describe classical latent variable models such as factor analysis, item response theory, latent class models and structural equation models. Their usefulness in medical research is demonstrated using real data. Examples include measurement of forced expiratory flow, measurement of physical disability, diagnosis of myocardial infarction and modelling the determinants of clients' satisfaction with counsellors' interviews.
ACCESSION #
31464679

 

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