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Latent Variable Path Modeling with Partial Least Squares
Jan-Bernd Lohmoller
€ 117.43
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Description for Latent Variable Path Modeling with Partial Least Squares
Paperback. Num Pages: 286 pages, 1 black & white illustrations, biography. BIC Classification: KCA. Category: (P) Professional & Vocational. Dimension: 244 x 170 x 15. Weight in Grams: 567.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2013
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
286
Condition
New
Number of Pages
286
Place of Publication
Berlin, Germany
ISBN
9783642525148
SKU
V9783642525148
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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