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Latent Variable Path Modeling with Partial Least Squares

Name: Latent Variable Path Modeling with Partial Least Squares
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642525148
Price: 2058 CZK
Availability: InStock

Autor: Jan-Bernd Lohmöller

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnost: Skladem u dodavatele

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Partial Least Squares (PLS) is an estimation method and an algorithm for latent variable path (LVP)...

Informace o knize

Autor

Jan-Bernd Lohmöller

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2013

Stránek

286

EAN

9783642525148

ISBN

3642525148

Enbook ID

02255968

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

567

Rozměry

170 x 244 x 16

Kompletní popis

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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Latent Variable Path Modeling with Partial Least Squares

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