Latent Variable Path Modeling with Partial Least Squares - Couverture souple

Lohmöller, Jan-Bernd

 
9783642525148: Latent Variable Path Modeling with Partial Least Squares
Couverture souple
ISBN 10 : 3642525148 ISBN 13 : 9783642525148
Editeur : Physica, 2013

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Physica
Date d'édition
2013
Langue
anglais
ISBN 10 
3642525148
ISBN 13 
9783642525148
Reliure
Broché
Nombre de pages
288
Coordonnées du fabricant
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3,69115 Heidelberg, Germany
Heidelberg
69115
Allemagne

Autres éditions populaires du même titre

9783790804379: Latent Variable Path Modeling with Partial Least Squares

Edition présentée

ISBN 10 :  3790804371 ISBN 13 :  9783790804379
Editeur : Physica-Verlag GmbH & Co, 1989
Couverture rigide