Partial Least Squares Path Modeling (Record no. 427351)
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| 000 -LEADER | |
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| fixed length control field | 06304nam a22005535i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOKNUMBER | |
| International Standard Book Number | 9783319640693 |
| -- | 978-3-319-64069-3 |
| 024 7# - | |
| -- | 10.1007/978-3-319-64069-3 |
| -- | doi |
| 040 ## - | |
| -- | ISI Library, Kolkata |
| 050 #4 - | |
| -- | QA276-280 |
| 072 #7 - | |
| -- | PBT |
| -- | bicssc |
| 072 #7 - | |
| -- | MAT029000 |
| -- | bisacsh |
| 072 #7 - | |
| -- | PBT |
| -- | thema |
| 082 04 - DEWEYDECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Partial Least Squares Path Modeling |
| Medium | [electronic resource] : |
| Remainder of title | Basic Concepts, Methodological Issues and Applications / |
| Statement of responsibility, etc | edited by Hengky Latan, Richard Noonan. |
| 942 ## - ADDED ENTRY ELEMENTS(KOHA) | |
| Koha item type | E-BOOKS |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE STATEMENTS | |
| Place of production, publication, distribution, manufacture | Cham : |
| Name of producer, publisher, distributor, manufacturer | Springer International Publishing : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture | 2017. |
| 300 ## - | |
| -- | XXXVII, 414 p. 112 illus., 37 illus. in color. |
| -- | online resource. |
| 336 ## - CONTENT TYPE | |
| Content Type Term | text |
| Content Type Code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media Type Term | computer |
| Media Type Code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier Type Term | online resource |
| Carrier Type Code | cr |
| Source | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 505 0# - | |
| -- | Dedication -- Foreword -- Preface -- Table of Contents -- Part I: Basic Concepts and Extensions -- Partial Least Squares: The Gestation Period (Richard Noonan) -- Partial Least Squares Path Modeling: Updated Guidelines (Jörg Henseler, Geoffrey Hubona, and Pauline Ash Ray) -- Going Beyond Composites: Conducting a Factor-Based PLS-SEM Analysis (Ned Kock) -- The Perfect Match between a Model and a Mode (Theo K. Dijkstra) -- Quantile Composite-Based Model: A Recent Advance in PLS-PM (Cristina Davino, Pasquale Dolce, and Stefania Taralli) -- Ordinal Consistent Partial Least Squares (Florian Schuberth and Gabriele Cantaluppi) -- Part II: Methodological Issues -- Predictive Path Modeling through PLS and Other Component-Based Approaches: Methodological Issues and Performance Evaluation (Pasquale Dolce, Vincenzo Esposito Vinzi, and Carlo Lauro) -- Mediation Analyses in Partial Least Squares Structural Equation Modeling: Guidelines and Empirical Examples (Gabriel Cepeda, Christian Nitzl, and Jose Luis Roldán) -- Treating Unobserved Heterogeneity in PLS-SEM: A Multi-Method Approach (Marko Sarstedt, Christian M. Ringle, and Joe F. Hair) -- Applying Multigroup Analysis in PLS-SEM: A Step-by-Step Process (Lucy Matthews) -- Common Methods Bias: A Full Collinearity Assessment Method for PLS-SEM (Ned Kock) -- Integrating Non-Metric Data in Partial Least Squares Path Models: Methods and Application (Francesca Petrarca, Giorgio Russolillo and Laura Trinchera) -- Model Misspecifications and Bootstrap Parameter Recovery in PLS-SEM and CBSEM based Exploratory Modeling (Pratyush N. Sharma, Ryan Pohlig, and Kevin H. Kim) -- Part III: Applications -- Personality, Intellectual Ability, and the Self-Concept of Gifted Children: An Application of PLS-SEM (R. Frank Falk) -- Ethical Awareness, Ethical Judgment and Whistleblowing: A Moderated Mediation Analysis (Hengky Latan, Charbel Jose Chiappetta Jabbour and Ana Beatriz Lopes de Sousa Jabbour) -- Latent Variable Regression for Laboratory Hyperspectral Images (Paul Geladi, Hans Grahn, and Kim H. Esbensen) -- Dealing with Nonlinearity in Importance-Performance Map Analysis (IPMA): An Integrative Framework in a PLS-SEM Context (Sandra Streukens, Sara Leroi-Werelds, and Kim Willems) -- Appendix -- About the Authors -- Index. . |
| 520 ## - | |
| -- | 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. |
| 650 #0 - | |
| -- | Mathematical statistics. |
| 650 #0 - | |
| -- | Statistics. |
| 650 #0 - | |
| -- | Econometrics. |
| 650 #0 - | |
| -- | Psychometrics. |
| 650 14 - | |
| -- | Statistical Theory and Methods. |
| -- | http://scigraph.springernature.com/things/product-market-codes/S11001 |
| 650 24 - | |
| -- | Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law. |
| -- | http://scigraph.springernature.com/things/product-market-codes/S17040 |
| 650 24 - | |
| -- | Statistics for Business/Economics/Mathematical Finance/Insurance. |
| -- | http://scigraph.springernature.com/things/product-market-codes/S17010 |
| 650 24 - | |
| -- | Statistics and Computing/Statistics Programs. |
| -- | http://scigraph.springernature.com/things/product-market-codes/S12008 |
| 650 24 - | |
| -- | Econometrics. |
| -- | http://scigraph.springernature.com/things/product-market-codes/W29010 |
| 650 24 - | |
| -- | Psychometrics. |
| -- | http://scigraph.springernature.com/things/product-market-codes/Y43000 |
| 700 1# - | |
| -- | Latan, Hengky. |
| -- | editor. |
| -- | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - | |
| -- | Noonan, Richard. |
| -- | editor. |
| -- | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - | |
| -- | SpringerLink (Online service) |
| 773 0# - | |
| -- | Springer eBooks |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319640686 |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319640709 |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319877143 |
| 856 40 - | |
| -- | https://doi.org/10.1007/978-3-319-64069-3 |
| 912 ## - | |
| -- | ZDB-2-SMA |
| 950 ## - | |
| -- | Mathematics and Statistics (Springer-11649) |
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