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Handbook of latent variable and related models

This Handbook covers latent variable models, which are a flexible class of models for modeling multivariate data to explore relationships among observed and latent variables.<br><br>- Covers a wide class of important models<br>- Models and statistical methods described provide tool...

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Detalles Bibliográficos
Autor principal: Lee, Sik-Yum
Lenguaje:eng
Publicado: Elsevier Science 2011
Materias:
Acceso en línea:http://cds.cern.ch/record/2066206
Descripción
Sumario:This Handbook covers latent variable models, which are a flexible class of models for modeling multivariate data to explore relationships among observed and latent variables.<br><br>- Covers a wide class of important models<br>- Models and statistical methods described provide tools for analyzing a wide spectrum of complicated data<br>- Includes illustrative examples with real data sets from business, education, medicine, public health and sociology.<br>- Demonstrates the use of a wide variety of statistical, computational, and mathematical techniques.