Latent Variable Path Modeling with Partial Least Squares
Lohmöller, Jan-Bernd
Produktnummer:
1898bc53f926e5444596cbfd989b5fe4ca
| Autor: | Lohmöller, Jan-Bernd |
|---|---|
| Themengebiete: | Variance correlation latent variables modeling regression |
| Veröffentlichungsdatum: | 20.11.2013 |
| EAN: | 9783642525148 |
| Sprache: | Englisch |
| Seitenzahl: | 286 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Physica |
Produktinformationen "Latent Variable Path Modeling with Partial Least Squares"
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.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen