Sinossi
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.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Contenuti
1 Basic Principles of Model Building.- 2 The Basic and the Extended PLS Method.- 3 Foundations of Partial Least Squares.- 4 Mixed Measurement Level Multivariate Data.- 5 Predictive vs. Structural Modeling: PLS vs. ML.- 6 Latent Variables Three-Mode Path (LVP3) Analysis.- 7 PLS Programs and Applications.- Author Index.
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 288 pp. Englisch. Codice articolo 9783642525148
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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 t. Codice articolo 5063660
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Taschenbuch. Condizione: Neu. Latent Variable Path Modeling with Partial Least Squares | Jan-Bernd Lohmöller | Taschenbuch | 286 S. | Englisch | 2013 | Physica | EAN 9783642525148 | Verantwortliche Person für die EU: Physica Verlag in Springer Science + Business Media, Tiergartenstr. 15-17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Codice articolo 105564274
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Taschenbuch. Condizione: Neu. 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. Codice articolo 9783642525148
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