Partial least squares path modeling : basic concepts, methodological issues and applications / Hengky Latan, Richard Noonan, editors.
2017
QA275
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Title
Partial least squares path modeling : basic concepts, methodological issues and applications / Hengky Latan, Richard Noonan, editors.
ISBN
9783319640693 (electronic book)
3319640690 (electronic book)
9783319640686
3319640690 (electronic book)
9783319640686
Published
Cham, Switzerland : Springer, 2017.
Language
English
Description
1 online resource (xxxvii, 414 pages) : illustrations.
Item Number
10.1007/978-3-319-64069-3 doi
Call Number
QA275
Dewey Decimal Classification
511/.42
Summary
This edited book presents the recent developments in partial least squares-path modeling (PLS-PM) and provides a comprehensive overview of the current state of the most advanced research related to PLS-PM. The first section of this book emphasizes the basic concepts and extensions of the PLS-PM method. The second section discusses the methodological issues that are the focus of the recent development of the PLS-PM method. The third part discusses the real world application of the PLS-PM method in various disciplines. The contributions from expert authors in the field of PLS focus on topics such as the factor-based PLS-PM, the perfect match between a model and a mode, quantile composite-based path modeling (QC-PM), ordinal consistent partial least squares (OrdPLSc), non-symmetrical composite-based path modeling (NSCPM), modern view for mediation analysis in PLS-PM, a multi-method approach for identifying and treating unobserved heterogeneity, multigroup analysis (PLS-MGA), the assessment of the common method bias, non-metric PLS with categorical indicators, evaluation of the efficiency and accuracy of model misspecification and bootstrap parameter recovery in PLS-PM, CB-SEM, and the Bollen-Stine methods and importance-performance map analysis (IPMA) for nonlinear relationships. This book will be useful for researchers and practitioners interested in the latest advances in PLS-PM as well as master and Ph.D. students in a variety of disciplines using the PLS-PM method for their projects.-- Provided by publisher.
Bibliography, etc. Note
Includes bibliographical references and indexes.
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Source of Description
Online resource; title from PDF title page (SpringerLink, viewed November 14, 2017).
Added Author
Latan, Hengky, editor.
Noonan, Richard, editor.
Noonan, Richard, editor.
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