"Analyse de structure latente." . . "Variable latente." . . "variable latente." . "Analiza struktury utajonej." . . "Zmienna utajona." . . "Latente variabelen." . . "Análise multivariada." . . "Analyse multivariée." . . "Anàlisi factorial." . . "statistisk analyse" . . "Factor analysis." . . "Factor analysis" . . "ILatent Variable Models and Factor Analysis/i provides a comprehensive and unified approach to factor analysis and latent variable modeling from a statistical perspective. This book presents a general framework to enable the derivation of the commonly used models, along with updated numerical examples. Nature and interpretation of a latent variable is also introduced along with related techniques for investigating dependency. This book:ullidivProvides a unified approach showing how such apparently diverse methods as Latent Class Analysis and Factor Analysis are actually members of the same family./divlidivPresents new material on ordered manifest variables, MCMC methods, non-linear models as well as a new chapter on related techniques for investigating dependency./divlidivIncludes new sections on structural equation models (SEM) and Markov Chain Monte Carlo methods for parameter estimation, along with new illustrative examples./divlidivLooks at recent developments on goodness-of-fit test statistics and on non-linear models and models with mixed latent variables, both categorical and continuous./div/ul No prior acquaintance with latent variable modelling is pre-supposed but a broad understanding of statistical theory will make it easier to see the approach in its proper perspective. Applied statisticians, psychometricians, medical statisticians, biostatisticians, economists and social science researchers will benefit from this book."@en . . . . "Latent Variable Models and Factor Analysis provides a comprehensive and unified approach to factor analysis and latent variable modeling from a statistical perspective. This book presents a general framework to enable the derivation of the commonly used models, along with updated numerical examples. Nature and interpretation of a latent variable is also introduced along with related techniques for investigating dependency. This book:Provides a unified approach showing how such apparently diverse methods as Latent Class Analysis and Factor Analysis are actually members of the same family. Presen."@en . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Latent variable models and factor analysis a unified approach" . "Latent variable models and factor analysis a unified approach"@en . . . . . . . . "Latent Variable Models and Factor Analysis: A Unified Approach" . . . . . . . . "Latent variable models and factor analysis" . "Latent variable models and factor analysis"@en . . . . . . . . . . . "Latent Variable Models and Factor Analysis" . . . "Latent variable models and factor analysis : a unified approach" . . "Kendall's library of statistics 7: Latent variable models and factor analysis" . . . . . . . . . . . "Electronic books" . "Electronic books"@en . . . "Analyse factorielle." . . "analyse factorielle." . "Bartholomew, David J." . . "Latent-Class-Analyse." . . "Latent variables." . . "Latent variables" . "faktoranalyse" . . "Análisis factorial." . . "Variables latentes." . . "Analyse de données." . . "Latente Variable." . . "Analiza czynnikowa." . . "Análise fatorial." . . "Statistik." . . "Variabili latenti." . . "Latente Variable Faktorenanalyse." . . "Anàlisi d'estructura latent." . . "Modèle statistique." . . "Variables latents." . . "Faktorenanalyse." . . "Latent structure analysis." . . "Latent structure analysis" . "Factoranalyse." . . "MATHEMATICS Probability & Statistics Multivariate Analysis." . . "MATHEMATICS Probability & Statistics General." . . "Anàlisi multivariant" . . "Faktorenanalyse Latente Variable." . . . .