Advanced Issues In Partial Least Squares Structural Equation Modeling
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Advanced Issues In Partial Least Squares Structural Equation Modeling
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Author : Joseph F. Hair, Jr.
language : en
Publisher: SAGE Publications
Release Date : 2017-04-25
Advanced Issues In Partial Least Squares Structural Equation Modeling written by Joseph F. Hair, Jr. and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-25 with Business & Economics categories.
Written as an extension of A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) Second Edition, this easy-to-understand, practical guide covers advanced content on PLS-SEM to help students and researchers apply techniques to research problems and accurately interpret results. The book provides a brief overview of basic concepts before moving to the more advanced material. Offering extensive examples on SmartPLS 3 software and accompanied by free downloadable data sets, the book emphasizes that any advanced PLS-SEM approach should be carefully applied to ensure that it fits the appropriate research context and the data characteristics that underpin the research.
Partial Least Squares Structural Equation Modeling
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Author : Necmi K. Avkiran
language : en
Publisher: Springer
Release Date : 2018-02-16
Partial Least Squares Structural Equation Modeling written by Necmi K. Avkiran and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-16 with Business & Economics categories.
This book pulls together robust practices in Partial Least Squares Structural Equation Modeling (PLS-SEM) from other disciplines and shows how they can be used in the area of Banking and Finance. In terms of empirical analysis techniques, Banking and Finance is a conservative discipline. As such, this book will raise awareness of the potential of PLS-SEM for application in various contexts. PLS-SEM is a non-parametric approach designed to maximize explained variance in latent constructs. Latent constructs are directly unobservable phenomena such as customer service quality and managerial competence. Explained variance refers to the extent we can predict, say, customer service quality, by examining other theoretically related latent constructs such as conduct of staff and communication skills. Examples of latent constructs at the microeconomic level include customer service quality, managerial effectiveness, perception of market leadership, etc.; macroeconomic-level latent constructs would be found in contagion of systemic risk from one financial sector to another, herd behavior among fund managers, risk tolerance in financial markets, etc. Behavioral Finance is bound to provide a wealth of opportunities for applying PLS-SEM. The book is designed to expose robust processes in application of PLS-SEM, including use of various software packages and codes, including R. PLS-SEM is already a popular tool in marketing and management information systems used to explain latent constructs. Until now, PLS-SEM has not enjoyed a wide acceptance in Banking and Finance. Based on recent research developments, this book represents the first collection of PLS-SEM applications in Banking and Finance. This book will serve as a reference book for those researchers keen on adopting PLS-SEM to explain latent constructs in Banking and Finance.
A Primer On Partial Least Squares Structural Equation Modeling Pls Sem
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Author : Joseph F. Hair, Jr.
language : en
Publisher: SAGE Publications
Release Date : 2021-07-06
A Primer On Partial Least Squares Structural Equation Modeling Pls Sem written by Joseph F. Hair, Jr. and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-06 with Social Science categories.
The third edition of A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) guides readers through learning and mastering the techniques of this approach in clear language. Authors Joseph H. Hair, Jr., G. Tomas M. Hult, Christian Ringle, and Marko Sarstedt use their years of conducting and teaching research to communicate the fundamentals of PLS-SEM in straightforward language to explain the details of this method, with limited emphasis on equations and symbols. A running case study on corporate reputation follows the different steps in this technique so readers can better understand the research applications. Learning objectives, review and critical thinking questions, and key terms help readers cement their knowledge. This edition has been thoroughly updated, featuring the latest version of the popular software package SmartPLS 3. New topics have been added throughout the text, including a thoroughly revised and extended chapter on mediation, recent research on the foundations of PLS-SEM, detailed descriptions of research summarizing the advantages as well as limitations of PLS-SEM, and extended coverage of advanced concepts and methods, such as out-of-sample versus in-sample prediction metrics, higher-order constructs, multigroup analysis, necessary condition analysis, and endogeneity.
Partial Least Squares Structural Equation Modeling Pls Sem Using R
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Author : Joseph F. Hair Jr.
language : en
Publisher: Springer Nature
Release Date : 2021-11-03
Partial Least Squares Structural Equation Modeling Pls Sem Using R written by Joseph F. Hair Jr. and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-03 with Business & Economics categories.
Partial least squares structural equation modeling (PLS-SEM) has become a standard approach for analyzing complex inter-relationships between observed and latent variables. Researchers appreciate the many advantages of PLS-SEM such as the possibility to estimate very complex models and the method’s flexibility in terms of data requirements and measurement specification. This practical open access guide provides a step-by-step treatment of the major choices in analyzing PLS path models using R, a free software environment for statistical computing, which runs on Windows, macOS, and UNIX computer platforms. Adopting the R software’s SEMinR package, which brings a friendly syntax to creating and estimating structural equation models, each chapter offers a concise overview of relevant topics and metrics, followed by an in-depth description of a case study. Simple instructions give readers the “how-tos” of using SEMinR to obtain solutions and document their results. Rules of thumb in every chapter provide guidance on best practices in the application and interpretation of PLS-SEM.
Advanced Topics In End User Computing
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Author : Mo Adam Mahmood
language : en
Publisher: IGI Global
Release Date : 2005
Advanced Topics In End User Computing written by Mo Adam Mahmood and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Business & Economics categories.
Advanced Topics in End User Computing is a series of books, which feature the latest research findings dealing with end user computing concepts, issues, and trends. Empirical and theoretical research concerned with all aspects of end user computing including development, utilization, and management are included. Advanced Topics in End User Computing, Volume 4 is a part of this series. Advanced Topics in End User Computing, Volume 4 is divided into three segments which cover such important topics as: organizational and end user computing issues, trends, and successes, collaborative technologies and implementation issues, and e-commerce processes and practices. This scholarly book is a collection which brings a wealth of end user computing information to one accessible location.
Advanced Topics In Global Information Management
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Author : Felix B. Tan
language : en
Publisher: IGI Global
Release Date : 2002
Advanced Topics In Global Information Management written by Felix B. Tan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Business & Economics categories.
Advanced Topics in Global Information Management includes original material concerned with all aspects of global information management in three broad areas: Global Information Systems in Business Functions, Information Technology in Specific Regions of the World, Management of Global Information Resources and Applications. Both researchers and practitioners disseminate the evolving knowledge in these broad categories and the book examines a variety of aspects of global information management dealing with development, usage, failure, success, policies, strategies and applications of this valuable organizational resource. *Note: This book is part of a new series entitled Advanced Topics in Global Information Management. This book is Volume One within this series (Vol. I, 2002).
Handbook Of Partial Least Squares
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Author : Vincenzo Esposito Vinzi
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-03-10
Handbook Of Partial Least Squares written by Vincenzo Esposito Vinzi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-03-10 with Mathematics categories.
This handbook provides a comprehensive overview of Partial Least Squares (PLS) methods with specific reference to their use in marketing and with a discussion of the directions of current research and perspectives. It covers the broad area of PLS methods, from regression to structural equation modeling applications, software and interpretation of results. The handbook serves both as an introduction for those without prior knowledge of PLS and as a comprehensive reference for researchers and practitioners interested in the most recent advances in PLS methodology.
Advanced Topics In Information Resources Management
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Author : Mehdi Khosrow-Pour
language : en
Publisher: IGI Global
Release Date : 2002
Advanced Topics In Information Resources Management written by Mehdi Khosrow-Pour and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Business & Economics categories.
Advanced Topics in Information Resources Management features the latest research findings dealing with all aspects of information resources management, managerial and organisational applications, as well as implications of information technology organisations. It aims to be instrumental in the improvement and development of the theory and practice of information resources management, appealing to both practising managers and academics. In addition, it educates organisations on how they can benefit from their information resources and all the tools needed to gather, process, disseminate and manage this valuable resource.
Statistics For Social Data Analysis
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Author : David Knoke
language : en
Publisher: Wadsworth Publishing Company
Release Date : 2002
Statistics For Social Data Analysis written by David Knoke and has been published by Wadsworth Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Mathematics categories.
The fourth edition of STATISTICS FOR SOCIAL DATA ANALYSIS continues to show students how to apply statistical methods to answer research questions in various fields. Throughout the text, the authors underscore the importance of formulating substantive hypotheses before attempting to analyze quantitative data. An important aspect of this text is its realistic, hands-on approach. Actual datasets are used in most examples, helping students understand and appreciate what goes into the research process. The book focuses on the continuous-discrete distinction in considering the level at which a variable is measured. Rather than dwelling on the four conventional levels-of-measurement distinctions, the authors discuss statistics for analyzing continuous and discrete variables separately and in combination.
Handbook Of Partial Least Squares
DOWNLOAD
Author : Vincenzo Esposito Vinzi
language : en
Publisher: Springer
Release Date : 2010-11-20
Handbook Of Partial Least Squares written by Vincenzo Esposito Vinzi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-20 with categories.
This handbook provides a comprehensive overview of Partial Least Squares (PLS) methods with specific reference to their use in marketing and with a discussion of the directions of current research and perspectives. It covers the broad area of PLS methods, from regression to structural equation modeling applications, software and interpretation of results. The handbook serves both as an introduction for those without prior knowledge of PLS and as a comprehensive reference for researchers and practitioners interested in the most recent advances in PLS methodology.