Latent Variable Path Modeling with Partial Least Squares

Language: English

Published by Physica-Verlag HD, 2013

3642525148 / 9783642525148

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Partial Least Squares (PLS) is an estimation method and an algorithm for latent variable path (LVP) models. PLS is a component technique and estimates the latent variables as weighted aggregates. The implications of this choice are considered and compared to covariance structure techniques like LISREL, COSAN and EQS. The properties of special cases of PLS (regression, factor scores, structural equations, principal components, canonical correlation, hierarchical components, correspondence analysis, three-mode path and component analysis) are examined step by step and contribute to the understanding of the general PLS technique. The proof of the convergence of the PLS algorithm is extended beyond two-block models. Some 10 computer programs and 100 applications of PLS are referenced. The book gives the statistical underpinning for the computer programs PLS 1.8, which is in use in some 100 university computer centers, and for PLS/PC. It is intended to be the background reference for the users of PLS 1.8, not as textbook or program manual.

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Title
Latent Variable Path Modeling with Partial Least Squares
Author
Jan-Bernd Lohmöller
Publisher
Physica-Verlag HD
Publication year
2013
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3642525148
ISBN 13
9783642525148
Item weight
502 grams
Dimensions
244x170x16 mm

AHA-BUCH GmbH

Einbeck, Germany

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