Structural Equation Modeling Using Smartpls

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Structural Equation Modeling Using SmartPLS

Author : Samar Rahi
Publisher :
ISBN 13 : 9781987550689
Total Pages : 74 pages
Book Rating : 4.5/5 (56 download)

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Book Synopsis Structural Equation Modeling Using SmartPLS by : Samar Rahi

Download or read book Structural Equation Modeling Using SmartPLS written by Samar Rahi and published by . This book was released on 2017-12-31 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this book is to provide basic guideline about Structural Equation Modeling (SEM) using SmartPLS. The first chapter presents a discussion on selection of CB-SEM or PLS-SEM and also provides rule of thumb in selecting CB-SEM and PLS-SEM. Next to this measurement model is discussed in detailed. Four steps of measurement model are discussed namely Internal Consistency Reliability, Indicator Reliability, Convergent Validity and assessment of Discriminant Validity. Chapter 6 presents academic interpretation of measurement model. Moving further, Chapter 7 is started from structural model significance and depicted graphical presentation of structural equation model assessment. In structural model assessment five main steps are discussed namely Collinearity, assessing Significance of hypothesised relationships, Coefficient of determination , Effect size analysis and predictive relevance. Chapter 12 presents rule of thumb for the assessment of structural model and academic interpretation of structural model. Finally, Chapter 13 presents a post-hoc analysis IPMA with graphical and academic interpretation.

Mastering Partial Least Squares Structural Equation Modeling (Pls-Sem) with Smartpls in 38 Hours

Author : Ken Kwong-Kay Wong
Publisher : iUniverse
ISBN 13 : 1532066481
Total Pages : 176 pages
Book Rating : 4.5/5 (32 download)

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Book Synopsis Mastering Partial Least Squares Structural Equation Modeling (Pls-Sem) with Smartpls in 38 Hours by : Ken Kwong-Kay Wong

Download or read book Mastering Partial Least Squares Structural Equation Modeling (Pls-Sem) with Smartpls in 38 Hours written by Ken Kwong-Kay Wong and published by iUniverse. This book was released on 2019-02-22 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Partial least squares is a new approach in structural equation modeling that can pay dividends when theory is scarce, correct model specifications are uncertain, and predictive accuracy is paramount. Marketers can use PLS to build models that measure latent variables such as socioeconomic status, perceived quality, satisfaction, brand attitude, buying intention, and customer loyalty. When applied correctly, PLS can be a great alternative to existing covariance-based SEM approaches. Dr. Ken Kwong-Kay Wong wrote this reference guide with graduate students and marketing practitioners in mind. Coupled with business examples and downloadable datasets for practice, the guide includes step-by-step guidelines for advanced PLS-SEM procedures in SmartPLS, including: CTA-PLS, FIMIX-PLS, GoF (SRMR, dULS, and dG), HCM, HTMT, IPMA, MICOM, PLS-MGA, PLS-POS, PLSc, and QEM. Filled with useful illustrations to facilitate understanding, you’ll find this guide a go-to tool when conducting marketing research. “This book provides all the essentials in comprehending, assimilating, applying and explicitly presenting sophisticated structured models in the most simplistic manner for a plethora of Business and Non-Business disciplines.” — Professor Siva Muthaly, Dean of Faculty of Business and Management at APU.

Partial Least Squares Structural Equation Modeling

Author : Necmi K. Avkiran
Publisher : Springer
ISBN 13 : 3319716913
Total Pages : 243 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Partial Least Squares Structural Equation Modeling by : Necmi K. Avkiran

Download or read book Partial Least Squares Structural Equation Modeling written by Necmi K. Avkiran and published by Springer. This book was released on 2018-02-16 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R

Author : Joseph F. Hair Jr.
Publisher : Springer Nature
ISBN 13 : 3030805190
Total Pages : 208 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R by : Joseph F. Hair Jr.

Download or read book Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R written by Joseph F. Hair Jr. and published by Springer Nature. This book was released on 2021-11-03 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM)

Author : Joseph F. Hair, Jr.
Publisher : SAGE Publications
ISBN 13 : 1483377431
Total Pages : 385 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) by : Joseph F. Hair, Jr.

Download or read book A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) written by Joseph F. Hair, Jr. and published by SAGE Publications. This book was released on 2016-02-29 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) by Joseph F. Hair, Jr., G. Tomas M. Hult, Christian Ringle, and Marko Sarstedt is a practical guide that provides concise instructions on how to use partial least squares structural equation modeling (PLS-SEM), an evolving statistical technique, to conduct research and obtain solutions. Featuring the latest research, new examples using the SmartPLS software, and expanded discussions throughout, the Second Edition is designed to be easily understood by those with limited statistical and mathematical training who want to pursue research opportunities in new ways.

Advanced Issues in Partial Least Squares Structural Equation Modeling

Author : Joseph F. Hair, Jr.
Publisher : SAGE Publications
ISBN 13 : 1483377415
Total Pages : 169 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Advanced Issues in Partial Least Squares Structural Equation Modeling by : Joseph F. Hair, Jr.

Introduction to Structural Equation Modeling Using IBM SPSS Statistics and Amos

Author : Niels Blunch
Publisher : SAGE
ISBN 13 : 1446271846
Total Pages : 314 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis Introduction to Structural Equation Modeling Using IBM SPSS Statistics and Amos by : Niels Blunch

Download or read book Introduction to Structural Equation Modeling Using IBM SPSS Statistics and Amos written by Niels Blunch and published by SAGE. This book was released on 2012-11-09 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive Second Edition offers readers a complete guide to carrying out research projects involving structural equation modeling (SEM). Updated to include extensive analysis of AMOS′ graphical interface, a new chapter on latent curve models and detailed explanations of the structural equation modeling process, this second edition is the ideal guide for those new to the field. The book includes: Learning objectives, key concepts and questions for further discussion in each chapter. Helpful diagrams and screenshots to expand on concepts covered in the texts. Real life examples from a variety of disciplines to show how SEM is applied in real research contexts. Exercises for each chapter on an accompanying companion website. A new glossary. Assuming no previous experience of the subject, and a minimum of mathematical knowledge, this is the ideal guide for those new to SEM and an invaluable companion for students taking introductory SEM courses in any discipline. Niels J. Blunch was formerly in the Department of Marketing and Statistics at the University of Aarhus, Denmark

A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM)

Author : Joseph F. Hair
Publisher : SAGE
ISBN 13 : 1452217440
Total Pages : 329 pages
Book Rating : 4.4/5 (522 download)

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Book Synopsis A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) by : Joseph F. Hair

Download or read book A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) written by Joseph F. Hair and published by SAGE. This book was released on 2014 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: "A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM), by Hair, Hult, Ringle, and Sarstedt, provides a concise yet very practical guide to understanding and using PLS structural equation modeling (PLS-SEM). PLS-SEM is evolving as a statistical modeling technique and its use has increased exponentially in recent years within a variety of disciplines, due to the recognition that PLS-SEM's distinctive methodological features make it a viable alternative to the more popular covariance-based SEM approach. This text includes extensive examples on SmartPLS software, and is accompanied by multiple data sets that are available for download from the accompanying website (www.pls-sem.com). "--Publisher's website.

Partial Least Squares Path Modeling

Author : Hengky Latan
Publisher : Springer
ISBN 13 : 3319640690
Total Pages : 434 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Partial Least Squares Path Modeling by : Hengky Latan

Download or read book Partial Least Squares Path Modeling written by Hengky Latan and published by Springer. This book was released on 2017-11-03 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Principles and Practice of Structural Equation Modeling

Author : Rex B. Kline
Publisher : Guilford Publications
ISBN 13 : 1462523005
Total Pages : 554 pages
Book Rating : 4.4/5 (625 download)

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Book Synopsis Principles and Practice of Structural Equation Modeling by : Rex B. Kline

Download or read book Principles and Practice of Structural Equation Modeling written by Rex B. Kline and published by Guilford Publications. This book was released on 2015-10-08 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book has been replaced by Principles and Practice of Structural Equation Modeling, Fifth Edition, ISBN 978-1-4625-5191-0.

Handbook of Partial Least Squares

Author : Vincenzo Esposito Vinzi
Publisher : Springer Science & Business Media
ISBN 13 : 3540328270
Total Pages : 791 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Handbook of Partial Least Squares by : Vincenzo Esposito Vinzi

Download or read book Handbook of Partial Least Squares written by Vincenzo Esposito Vinzi and published by Springer Science & Business Media. This book was released on 2010-03-10 with total page 791 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

PARTIAL LEAST SQUARES STRUCTURAL EQUATION MODELING (PLS-SEM) DENGAN SOFTWARE SMARTPLS

Author : Prana Ugiana Gio
Publisher : Uwais Inspirasi Indonesia
ISBN 13 : 6232278887
Total Pages : 145 pages
Book Rating : 4.2/5 (322 download)

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Book Synopsis PARTIAL LEAST SQUARES STRUCTURAL EQUATION MODELING (PLS-SEM) DENGAN SOFTWARE SMARTPLS by : Prana Ugiana Gio

Download or read book PARTIAL LEAST SQUARES STRUCTURAL EQUATION MODELING (PLS-SEM) DENGAN SOFTWARE SMARTPLS written by Prana Ugiana Gio and published by Uwais Inspirasi Indonesia. This book was released on 2022-12-20 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Buku ini berisi contoh kasus dan penyelesaian menggunakan metode partial least squares structural equation modeling (PLS-SEM) dengan software smartPLS. Beberapa contoh kasus diadopsi dari artikel jurnal nasional dan internasional. Di samping itu, beberapa contoh kasus dilengkapi penjelasan video Youtube. Data untuk setiap contoh kasus dapat didownload secara online. Buku ini juga membahas beberapa kesalahan yang sering terjadi saat pengolahan data menggunakan smartPLS.

Composite-Based Structural Equation Modeling

Author : Jörg Henseler
Publisher : Guilford Publications
ISBN 13 : 1462545610
Total Pages : 387 pages
Book Rating : 4.4/5 (625 download)

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Book Synopsis Composite-Based Structural Equation Modeling by : Jörg Henseler

Download or read book Composite-Based Structural Equation Modeling written by Jörg Henseler and published by Guilford Publications. This book was released on 2020-12-24 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents powerful tools for integrating interrelated composites--such as capabilities, policies, treatments, indices, and systems--into structural equation modeling (SEM). Jörg Henseler introduces the types of research questions that can be addressed with composite-based SEM and explores the differences between composite- and factor-based SEM, variance- and covariance-based SEM, and emergent and latent variables. Using rich illustrations and walked-through data sets, the book covers how to specify, identify, estimate, and assess composite models using partial least squares path modeling, maximum likelihood, and other estimators, as well as how to interpret findings and report the results. Advanced topics include confirmatory composite analysis, mediation analysis, second-order constructs, interaction effects, and importance–performance analysis. Most chapters conclude with software tutorials for ADANCO and the R package cSEM. The companion website includes data files and syntax for the book's examples, along with presentation slides.

Handbook of Market Research

Author : Christian Homburg
Publisher : Springer
ISBN 13 : 9783319574110
Total Pages : 0 pages
Book Rating : 4.5/5 (741 download)

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Book Synopsis Handbook of Market Research by : Christian Homburg

Download or read book Handbook of Market Research written by Christian Homburg and published by Springer. This book was released on 2021-12-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this handbook, internationally renowned scholars outline the current state-of-the-art of quantitative and qualitative market research. They discuss focal approaches to market research and guide students and practitioners in their real-life applications. Aspects covered include topics on data-related issues, methods, and applications. Data-related topics comprise chapters on experimental design, survey research methods, international market research, panel data fusion, and endogeneity. Method-oriented chapters look at a wide variety of data analysis methods relevant for market research, including chapters on regression, structural equation modeling (SEM), conjoint analysis, and text analysis. Application chapters focus on specific topics relevant for market research such as customer satisfaction, customer retention modeling, return on marketing, and return on price promotions. Each chapter is written by an expert in the field. The presentation of the material seeks to improve the intuitive and technical understanding of the methods covered.

Advanced Issues in Partial Least Squares Structural Equation Modeling

Author : Joseph F. Hair, Jr.
Publisher : SAGE Publications
ISBN 13 : 1071862510
Total Pages : 185 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis Advanced Issues in Partial Least Squares Structural Equation Modeling by : Joseph F. Hair, Jr.

Download or read book Advanced Issues in Partial Least Squares Structural Equation Modeling written by Joseph F. Hair, Jr. and published by SAGE Publications. This book was released on 2023-08-21 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Second Edition of Advanced Issues in Partial Least Squares Structural Equation Modeling offers a straightforward and practical guide to PLS-SEM for users ready to go further than the basics of A Primer on Partial Least Squares Structural Equation Modeling, Third Edition. Even in this advanced guide, the authors have limited the emphasis on equations, formulas, and Greek symbols, and instead rely on detailed explanations of the fundamentals of PLS-SEM and provide general guidelines for understanding and evaluating the results of applying the method. A single study on corporate reputation features as an example throughout the book, along with a single software package (SmartPLS 4.0) to provide a seamless learning experience. The approach of this book is based on the authors’ many years of conducting research and teaching methodology courses, including developing the SmartPLS software. The preparation of the book, especially this new edition, is based on the authors’ desire to communicate the PLS-SEM method to a much broader audience from management and marketing to engineering, geography, medicine, political and environmental sciences, psychology, and beyond. The Second Edition includes a new chapter on the necessary condition analysis (NCA) and covers the most recent developments in PLS-SEM, with detailed guidelines for estimating and validating higher-order constructs and nonlinear effects as well as more insights on multigroup and latent class analyses using FIMIX-PLS and PLS-POS. The book is aimed at researchers and practitioners who seek to gain comprehensive knowledge of more advanced PLS-SEM methods.

Structural Equation Modeling with the SmartPLS.

Author : Christian Ringle
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)

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Book Synopsis Structural Equation Modeling with the SmartPLS. by : Christian Ringle

Download or read book Structural Equation Modeling with the SmartPLS. written by Christian Ringle and published by . This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of this article is to present a didactic example of Structural Equation Modeling using the software SmartPLS 2.0 M3. The program mentioned uses the method of Partial Least Squares and seeks to address the following situations frequently observed in marketing research: Absence of symmetric distributions of variables measured by a theory still in its beginning phase or with little “consolidation”, formative models, and/or a limited amount of data. The growing use of SmartPLS has demonstrated its robustness and the applicability of the model in the areas that are being studied.

Structural Equation Modeling for Social and Personality Psychology

Author : Rick H Hoyle
Publisher : SAGE
ISBN 13 : 1446209474
Total Pages : 121 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis Structural Equation Modeling for Social and Personality Psychology by : Rick H Hoyle

Download or read book Structural Equation Modeling for Social and Personality Psychology written by Rick H Hoyle and published by SAGE. This book was released on 2011-02-15 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: Structural Equation Modeling offers a nontechnical presentation of SEM with an emphasis on applications in social and personality psychology. The presentation begins with a discussion of the relation between SEM and statistical strategies widely used in social and personality psychology such as analysis of variance, multiple regression analysis, and factor analysis. This introduction is followed by a nontechnical presentation of the terminology, notation, and steps followed in a typical application of SEM. The reminder of the volume offers a practically-oriented presentation of specific applications using examples typical of social and personality psychology and offering advice for dealing with relevant issues such as missing data, choice of software, and best practices for interpreting and reporting results. The SAGE Library in Social and Personality Psychology Methods provides students and researchers with an understanding of the methods and techniques essential to conducting cutting-edge research. Each volume within the Library explains a specific topic and has been written by an active scholar (or scholars) with expertise in that particular methodological domain. Assuming no prior knowledge of the topic, the volumes are clear and accessible for all readers. In each volume, a topic is introduced, applications are discussed, and readers are led step by step through worked examples. In addition, advice about how to interpret and prepare results for publication are presented.