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|a Applying partial least squares in tourism and hospitality research /
|c editors: Faizan Ali, S. Mostafa Rasoolimanesh, Cihan Cobanoglu.
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| 250 |
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|a First edition.
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| 264 |
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1 |
|a Bingley, UK :
|b Emerald Publishing Limited,
|c [2019]
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| 300 |
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|a 1 online resource
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| 336 |
|
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|a text
|b txt
|2 rdacontent
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| 337 |
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|a computer
|b c
|2 rdamedia
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| 338 |
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|a online resource
|b cr
|2 rdacarrier
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| 504 |
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|a Includes bibliographical references and index.
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| 505 |
0 |
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|a Cover; Title; Copyright; Contents; Preface; References; Foreword; References; About the Authors; Chapter 1 Minimum Sample Size Estimation in PLS-SEM: An Application in Tourism and Hospitality Research; Introduction; Illustrative Study; Power, Effect Size, and Minimum Sample Size; The Monte Carlo Simulation Method; Classic Methods: 10-Times Rule and Minimum R2; The 10-Times Rule Method; The Minimum R2 Method; New Methods: Inverse Square Root and Gamma-Exponential; The Inverse Square Root Method; The Gamma-Exponential Method; The New Methods in WarpPLS
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| 505 |
8 |
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|a Minimum Sample Size Estimation After Data Collection and AnalysisMinimum Sample Size Estimation Before Data Collection and Analysis; Discussion and Conclusion; Acknowledgments; References; Chapter 2 New Guidelines for the Use of PLS Path Modeling in Hospitality, Travel, and Tourism Research; 1. Introduction; 2. Partial Least Squares Path Modeling; 3. The Use of PLS-PM in Different Types of HTT Research; 3.1. Causal Research; 3.2. Predictive Research; 3.3. Descriptive Research; 3.4. Exploratory Research; 4. Discussion and Implications; Notes; References
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| 505 |
8 |
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|a Chapter 3 Predictions from Partial Least Squares Models1. Introduction; 2. How to Predict from PLS Models; 2.1. Generating Predictions from PLS-PM; 2.2. Earliest Versus Direct Antecedents Approaches; 3. Evaluating Predictions from PLS Models; 3.1. In-sample Versus Out-of-sample; 3.2. Cross Validation; 3.3. Predictive Metrics; 3.4. Benchmarks; 4. Evaluating Predictive Performance; 5. Using PLSpredict (An Empirical Example); 5.1. Predictive Value of Model; 5.2. Predictive Value of Proposed Versus Alternative Models; 5.3. Evaluating the Prediction Residuals; 5.4. Predictive Validity
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| 505 |
8 |
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|a 5.5. Discussion of Empirical Example6. Looking Ahead; Acknowledgments; References; Chapter 4 PLS Path Modeling in Hospitality and Tourism Research: The Golden Age and Days of Future Past; 1. Introduction; 2. Recent Advances in PLS-PM; 2.1. Consistent PLS (PLSc); 2.2. Hierarchical Component Analysis; 2.3. Nonlinear Analysis; 2.4. Multigroup Analysis; 2.5. Moderation-Mediation Analysis; 2.6. Unobserved Heterogeneity; 2.7. Confirmatory Tetrad Analysis (CTA-PLS); 2.8. PLS Predict; 2.9. Importance-Performance Map Analysis; 3. Methodology
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| 505 |
8 |
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|a 4. Critical Issues in the Use of PLS-PM in Hospitality and Tourism Research4.1. Reasons for Using PLS-PM; 4.2. Model Descriptive Statistics; 4.3. Sampling Characteristics; 4.4. Technical Reporting; 4.5. Reported Formative Measurement Metrics; 4.6. Reported Reflective Measurement Metrics; 4.7. Reported Structural Model Metrics; 4.8. Additional Considerations and Supplementary Analyses; 4.9. How to Improve the Use of PLS-PM in Future; 5. Conclusions; References; Chapter 5 Hotel Employees' Use of Smartphones and Performance: Reflective-Formative Estimation Approach; Introduction
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| 500 |
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|a Literature Review and Theory Development
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| 520 |
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|a Ten chapters discuss key aspects of advanced PLS analysis and its practical applications, covering new guidelines and improvements in the use of PLS-PM as well as various individual topics.
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| 588 |
0 |
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|a Online resource; title from digital title page (viewed on January 03, 2019).
|
| 650 |
|
0 |
|a Hospitality industry
|x Research.
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| 650 |
|
7 |
|a MATHEMATICS
|x General.
|2 bisacsh
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| 650 |
|
7 |
|a Hospitality industry
|x Research.
|2 fast
|0 (OCoLC)fst00961155
|
| 650 |
|
7 |
|a Least squares.
|2 fast
|0 (OCoLC)fst00995082
|
| 650 |
|
7 |
|a Structural equation modeling.
|2 fast
|0 (OCoLC)fst01738928
|
| 650 |
|
7 |
|a Tourism
|x Mathematical models.
|2 fast
|0 (OCoLC)fst01153182
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| 655 |
|
0 |
|a Electronic books.
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| 655 |
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4 |
|a Electronic books.
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| 700 |
1 |
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|a Ali, Faizan,
|e editor.
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| 700 |
1 |
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|a Rasoolimanesh, S. Mostafa,
|e editor.
|
| 700 |
1 |
|
|a Cobanoglu, Cihan,
|e editor.
|0 http://id.loc.gov/authorities/names/n2006060668
|
| 776 |
0 |
8 |
|i Print version:
|a Ali, Faizan.
|t Applying Partial Least Squares in Tourism and Hospitality Research.
|d Bingley : Emerald Publishing Limited, ©2018
|z 9781787567009
|
| 903 |
|
|
|a HeVa
|
| 929 |
|
|
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| 928 |
|
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|t Library of Congress classification
|a TX911 .A67 2019
|l Online
|c UC-FullText
|u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=e000xna&AN=1868310
|z eBooks on EBSCOhost
|g ebooks
|i 12468700
|
