Generalized Latent Variable Modeling: Multilevel, by Anders Skrondal,Sophia Rabe-Hesketh PDF

By Anders Skrondal,Sophia Rabe-Hesketh

ISBN-10: 1584880007

ISBN-13: 9781584880004

This e-book unifies and extends latent variable versions, together with multilevel or generalized linear combined versions, longitudinal or panel versions, merchandise reaction or issue versions, latent type or finite mix types, and structural equation types. Following a steady creation to latent variable modeling, the authors essentially clarify and distinction a variety of estimation and prediction equipment from biostatistics, psychometrics, econometrics, and records. They current interesting and lifelike purposes that display how researchers can use latent variable modeling to unravel concrete difficulties in parts as different as drugs, economics, and psychology. The examples thought of comprise many nonstandard reaction varieties, similar to ordinal, nominal, count number, and survival information. Joint modeling of combined responses, akin to survival and longitudinal facts, can also be illustrated. various screens, figures, and graphs make the textual content shiny and simple to learn.

About the authors:

Anders Skrondal is Professor and Chair in Social information, division of records, London institution of Economics, united kingdom

Sophia Rabe-Hesketh is a Professor of academic records on the Graduate tuition of schooling and Graduate staff in Biostatistics, collage of California, Berkeley, USA.

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Generalized Latent Variable Modeling: Multilevel, Longitudinal, and Structural Equation Models (Chapman & Hall/CRC Interdisciplinary Statistics) by Anders Skrondal,Sophia Rabe-Hesketh


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