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Statistical Modelling and Latent Variables

Klaus HaagenDavid J. BartholomewManfred Deistler

出版	North-Holland, 1993
主題	Mathematics / Probability & Statistics / GeneralMathematics / Probability & Statistics / Multivariate Analysis
ISBN	04448983289780444898326
URL	http://books.google.com.hk/books?id=2hPvAAAAMAAJ&hl=&source=gbs_api

註釋

Statistical methods based on models with latent variables play an important role in the analysis of multivariate data. The subject can be approached theoretically or in an empirical, pragmatic way. The statistical problem is to make inferences about the latent variables and the relationships between them. Errors-in-variables models, factor analysis and latent structure models are all examples of this approach. This volume presents a selection of invited and contributed papers which address the problems involved in developing a unifying statistical theory for latent variable models.