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05701nam a22004933i 4500 |
| 001 - CONTROL NUMBER |
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EBC6798733 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20240322152758.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
231028s2021 xx o ||||0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783030805197 |
| Qualifying information |
(electronic bk.) |
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| Cancelled/invalid ISBN |
9783030805180 |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(MiAaPQ)EBC6798733 |
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| System control number |
(Au-PeEL)EBL6798733 |
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| System control number |
(OCoLC)1285074600 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
MiAaPQ |
| Language of cataloging |
eng |
| Description conventions |
rda |
| -- |
pn |
| Transcribing agency |
MiAaPQ |
| Modifying agency |
MiAaPQ |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
HF5410-5417.5 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Hair Jr., Joseph F. |
| 245 10 - TITLE STATEMENT |
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| Title |
Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R : |
| Remainder of title |
A Workbook. |
| 250 ## - EDITION STATEMENT |
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| Edition statement |
1st ed. |
| 264 #1 - |
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Cham : |
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Springer International Publishing AG, |
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2021. |
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| -- |
�2021. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 online resource (208 pages) |
| 336 ## - |
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text |
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txt |
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rdacontent |
| 337 ## - |
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computer |
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c |
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rdamedia |
| 338 ## - |
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online resource |
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cr |
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rdacarrier |
| 490 1# - SERIES STATEMENT |
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| Series statement |
Classroom Companion: Business Series |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R -- Preface -- References -- Contents -- About the Authors -- 1: An Introduction to Structural Equation Modeling -- 1.1 What Is Structural Equation Modeling? -- 1.2 Principles of Structural Equation Modeling -- 1.2.1 Path Models with Latent Variables -- 1.2.2 Testing Theoretical Relationships -- 1.2.3 Measurement Theory -- 1.2.4 Structural Theory -- 1.3 PLS-SEM and CB-SEM -- 1.4 Considerations When Applying PLS-SEM -- 1.4.1 Key Characteristics of the PLS-SEM Method -- 1.4.2 Data Characteristics -- 1.4.2.1 Minimum Sample Size Requirements -- 1.4.2.2 Missing Value Treatment -- 1.4.2.3 Non-normal Data -- 1.4.2.4 Scales of Measurement -- 1.4.2.5 Secondary Data -- 1.4.3 Model Characteristics -- 1.5 Guidelines for Choosing Between PLS-SEM and CB-SEM -- References -- Suggested Readings -- 2: Overview of R and RStudio -- 2.1 Introduction -- 2.2 Explaining Our Syntax -- 2.3 Computational Statistics Using Programming -- 2.4 Introducing R and RStudio -- 2.4.1 Installing R and RStudio -- 2.4.2 Layout of RStudio -- 2.5 Organizing Your Projects -- 2.6 Packages -- 2.7 Writing R Scripts -- 2.8 How to Find Help in RStudio -- References -- Suggested Readings -- 3: The SEMinR Package -- 3.1 The Corporate Reputation Model -- 3.2 Loading and Cleaning the Data -- 3.3 Specifying the Measurement Models -- 3.4 Specifying the Structural Model -- 3.5 Estimating the Model -- 3.6 Summarizing the Model -- 3.7 Bootstrapping the Model -- 3.8 Plotting, Printing, and Exporting Results to Articles -- References -- Suggested Reading -- 4: Evaluation of Reflective Measurement Models -- 4.1 Introduction -- 4.2 Indicator Reliability -- 4.3 Internal Consistency Reliability -- 4.4 Convergent Validity -- 4.5 Discriminant Validity. |
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| Formatted contents note |
4.6 Case Study Illustration: Reflective Measurement Models -- References -- Suggested Reading -- 5: Evaluation of Formative Measurement Models -- 5.1 Convergent Validity -- 5.2 Indicator Collinearity -- 5.3 Statistical Significance and Relevance of the Indicator Weights -- Excurse -- 5.4 Case Study Illustration: Formative Measurement Models -- 5.4.1 Model Setup and Estimation -- Excurse -- 5.4.2 Reflective Measurement Model Evaluation -- 5.4.3 Formative Measurement Model Evaluation -- References -- Suggested Reading -- 6: Evaluation of the Structural Model -- 6.1 Assess Collinearity Issues of the Structural Model -- 6.2 Assess the Significance and Relevance of the Structural Model Relationships -- 6.3 Assess the Model's Explanatory Power -- 6.4 Assess the Model's Predictive Power -- 6.5 Model Comparisons -- 6.6 Case Study Illustration: Structural Model Evaluation -- Excurse -- Excurse -- References -- Suggested Reading -- 7: Mediation Analysis -- 7.1 Introduction -- 7.2 Systematic Mediation Analysis -- 7.2.1 Evaluation of the Mediation Model -- 7.2.2 Characterization of Outcomes -- 7.2.3 Testing Mediating Effects -- 7.3 Multiple Mediation Models -- 7.4 Case Study Illustration: Mediation Analysis -- References -- Suggested Reading -- 8: Moderation Analysis -- 8.1 Introduction -- 8.2 Types of Moderator Variables -- 8.3 Modeling Moderating Effects -- 8.4 Creating the Interaction Term -- 8.5 Model Evaluation -- 8.6 Result Interpretation -- 8.7 Case Study Illustration: Moderation Analysis -- References -- Suggested Reading -- Appendix A: The PLS-SEM Algorithm -- Appendix B: Assessing the Reflectively Measured Constructs in the Corporate Reputation Model -- Glossary -- Index. |
| 588 ## - |
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| -- |
Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) |
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| Local note |
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2023. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 655 #4 - INDEX TERM--GENRE/FORM |
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| Genre/form data or focus term |
Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Hult, G. Tomas M. |
|
|---|
| Personal name |
Ringle, Christian M. |
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| Personal name |
Sarstedt, Marko. |
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| Personal name |
Danks, Nicholas P. |
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| Personal name |
Ray, Soumya. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
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| Display text |
Print version: |
| Main entry heading |
Hair Jr., Joseph F. |
| Title |
Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R |
| Place, publisher, and date of publication |
Cham : Springer International Publishing AG,c2021 |
| International Standard Book Number |
9783030805180 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) |
|---|
| Corporate name or jurisdiction name as entry element |
ProQuest (Firm) |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Classroom Companion: Business Series |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
https://ebookcentral.proquest.com/lib/kliuc-ebooks/detail.action?docID=6798733 |
| Public note |
Click to View |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
E-book |
