This second edition is a complete re-working of the book of the same name which appeared in the Griffin�s Statistical Monographs in 1987. Since then there has been a surge of interest in latent variable methods which has necessitated a radical revision of the material but the prime object of the book remains the same. It provides a unified and coherent treatment of the field from a statistical perspective. This is achieved by setting up a sufficiently general framework to enable the derivation of the commonly used models. The subsequent analysis is then done wholly within the realm of probability calculus and the theory of statistical inference. Numerical examples are provided as well as the software to carry them out ( where this is not otherwise available). Additional data sets are provided in some cases so that the reader can aquire a wider experience of analysis and interpretation.

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Hitherto latent variable modelling has hovered on the fringes of the statistical mainstream but if the purpose of statistics is to deal with real problems, there is every reason for it to move closer to centre stage. In the social sciences especially, latent variables are common and if they are to be handled in a truly scientific manner, statistical theory must be developed to include them. This book aims to show how that should be done. This second edition is a complete re-working of the book of the same name which appeared in the Griffin's Statistical Monographs in 1987. Since then there has been a surge of interest in latent variable methods which has necessitated a radical revision of the material but the prime object of the book remains the same. It provides a unified and coherent treatment of the field from a statistical perspective. This is achieved by setting up a sufficiently general framework to enable the derivation of the commonly used models. The subsequent analysis is then done wholly within the realm of probability calculus and the theory of statistical inference. Numerical examples are provided as well as the software to carry them out ( where this is not otherwise available). Additional data sets are provided in some cases so that the reader can aquire a wider experience of analysis and interpretation.

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Pigeonhouse Books is a private Dublin archive of the unusual and the hard-to-find. We specialise in bringing to market items that have never before appeared for sale to online book-lovers. Volumes such as low-circulation Irish local histories, programmes for seminal theatrical performances, influential 20th century political pamphlets, and important government and agency literature of enormous value to researchers have been dispatched to every corner of the globe with love and care from Dublin. Pigeonhouse Books also maintains a familiar and popular presence at local book fairs in Ireland, where some of the rarest and most interesting volumes from Irish history and literature are selected from our shelves. Customers often find it convenient to collect their orders from us at these events in person, where a rummage among our boxes and some book-chat are features of the book-fair scene. Details are announced in advance on www.pigeonhousebooks.com. Pigeonhouse Books was founded by journalist and historian Ruraidh Conlon O'Reilly and operates from the city centre of Dublin, UNESCO city of literature. It is in sight of the famous Pigeon House generating station, serving book-lovers, collectors and academia from a location with no shortage of friendly local pigeons.

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