Longitudinal Research with Latent Variables

Häftad, Engelska, 2014

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Beskrivning

Since Charles Spearman published his seminal paper on factor analysis in 1904 and Karl Joresk ¨ og replaced the observed variables in an econometric structural equation model by latent factors in 1970, causal modelling by means of latent variables has become the standard in the social and behavioural sciences.

Produktinformation

Utgivningsdatum:2014-11-01
Mått:155 x 235 x 19 mm
Vikt:478 g
Format:Häftad
Språk:Engelska
Antal sidor:301
Upplaga:2010
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783642425721

Utforska kategorier

Matematisk statistik inom Naturvetenskap och teknik

Recensioner i media

From the reviews: "In this volume the 19 contributors presents 9 papers which combine longitudinal and latent variable research. ... The book addresses the great majority of researchers in the behavioural and related sciences, in academic as well as non-academic environments. It also addresses methodologists and statisticians, who are professionally dealing with longitudinal research, to provide standards for state of the art practices, and is very useful for PhD students in mathematical statistics or in biostatistics." (T. Postelnicu, Zentralblatt MATH, Vol. 1210, 2011)

Innehållsförteckning

Loglinear Latent Variable Models for Longitudinal Categorical Data.- Random Effects Models for Longitudinal Data.- Multivariate and Multilevel Longitudinal Analysis.- Longitudinal Research Using Mixture Models.- An Overview of the Autoregressive Latent Trajectory (ALT) Model.- State Space Methods for Latent Trajectory and Parameter Estimation by Maximum Likelihood.- Continuous Time Modeling of Panel Data by means of SEM.- Five Steps in Latent Curve and Latent Change Score Modeling with Longitudinal Data.- Structural Interdependence and Unobserved Heterogeneity in Event History Analysis.