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A Primer On Partial Least Squares Structural Equation Modeling Pls Sem

A Primer on Partial Least Squares Structural Equation Modeling  PLS SEM  PDF
Author: Joseph F. Hair
Publisher: SAGE
ISBN: 1452217440
Size: 54.54 MB
Format: PDF, ePub, Mobi
Category : Social Science
Languages : en
Pages : 307
View: 893

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A Primer On Partial Least Squares Structural Equation Modeling Pls Sem

by Joseph F. Hair, A Primer On Partial Least Squares Structural Equation Modeling Pls Sem Books available in PDF, EPUB, Mobi Format. Download A Primer On Partial Least Squares Structural Equation Modeling Pls Sem books, 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—the only comprehensive book available to explain the fundamental aspects of the method—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).




Partial Least Squares Strukturgleichungsmodellierung

Partial Least Squares Strukturgleichungsmodellierung PDF
Author: Joseph F. Hair
Publisher: Vahlen
ISBN: 3800653613
Size: 28.53 MB
Format: PDF, Docs
Category : Business & Economics
Languages : de
Pages : 314
View: 782

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Partial Least Squares Strukturgleichungsmodellierung

by Joseph F. Hair, Partial Least Squares Strukturgleichungsmodellierung Books available in PDF, EPUB, Mobi Format. Download Partial Least Squares Strukturgleichungsmodellierung books, Die Partial Least Squares Strukturgleichungsmodellierung (PLS-SEM) hat sich in der wirtschafts- und sozialwissenschaftlichen Forschung als geeignetes Verfahren zur Schätzung von Kausalmodellen behauptet. Dank der Anwenderfreundlichkeit des Verfahrens und der vorhandenen Software ist es inzwischen auch in der Praxis etabliert. Dieses Buch liefert eine anwendungsorientierte Einführung in die PLS-SEM. Der Fokus liegt auf den Grundlagen des Verfahrens und deren praktischer Umsetzung mit Hilfe der SmartPLS-Software. Das Konzept des Buches setzt dabei auf einfache Erläuterungen statistischer Ansätze und die anschauliche Darstellung zahlreicher Anwendungsbeispiele anhand einer einheitlichen Fallstudie. Viele Grafiken, Tabellen und Illustrationen erleichtern das Verständnis der PLS-SEM. Zudem werden dem Leser herunterladbare Datensätze, Videos, Aufgaben und weitere Fachartikel zur Vertiefung angeboten. Damit eignet sich das Buch hervorragend für Studierende, Forscher und Praktiker, die die PLS-SEM zur Gewinnung von Ergebnissen mit den eigenen Daten und Modellen nutzen möchten. SmartPLS ist das führende Softwareprogramm zur Schätzung von PLS-basierten Strukturgleichungsmodellen. Die Erläuterungen und die im Buch vorgeschlagenen Vorgehensweisen spiegeln den aktuellen Stand der Forschung wider. Das Autorenteam Joseph F. Hair, Jr. ist Professor für Marketing an der University of South Alabama und mit mehr als 50 veröffentlichten Büchern, darunter das mit über 140.000 Zitationen als weltweites Standardwerk zu bezeichnende Buch „Multivariate Data Analysis“, einer der führenden Experten auf dem Gebiet der anwendungsorientierten Statistik. G. Thomas Hult ist Professor für Marketing und International Business am Eli Broad College of Business an der Michigan State University und mit mehr als 31.000 Zitationen bei Google Scholar einer der meist zitierten Forscher in den Wirtschaftswissenschaften, der sich in seiner Forschung intensiv mit verschiedenen Verfahren der SEM auseinandersetzt. Christian M. Ringle ist Professor für Betriebswirtschaftslehre und Leiter des Instituts für Personalwirtschaft und Arbeitsorganisation an der Technischen Universität Hamburg (und assoziierter Professor an der University of Newcastle in Australien), Mitentwickler von SmartPLS und einer der prominentesten Vertreter der PLS-SEM in der weltweiten Forschungslandschaft. Marko Sarstedt ist Professor für Marketing an der Otto-von-Guericke Universität Magdeburg (und assoziierter Professor an der University of Newcastle in Australien), laut Handelsblatt-Ranking einer der führenden Junior-Marketingforscher und einer der prominentesten Vertreter der PLS-SEM in der weltweiten Forschungslandschaft. Nicole F. Richter ist Professorin für International Business an der University of Southern Denmark und beschäftigt sich seit ihrer Habilitation am Institut von Prof. Ringle in ihren Publikationen kritisch mit dem Einsatz statistischer Verfahren in der internationalen Managementforschung. Sven Hauff vertritt aktuell die Professur für Arbeit, Personal und Organisation an der Helmut-Schmidt-Universität in Hamburg und wendet seit seiner Dissertation die PLS-SEM in verschiedenen Forschungs- und Publikationsprojekten an.




Partial Least Squares Structural Equation Modeling

Partial Least Squares Structural Equation Modeling PDF
Author: Necmi K. Avkiran
Publisher: Springer
ISBN: 3319716913
Size: 43.27 MB
Format: PDF, Mobi
Category : Business & Economics
Languages : en
Pages : 239
View: 1777

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Partial Least Squares Structural Equation Modeling

by Necmi K. Avkiran, Partial Least Squares Structural Equation Modeling Books available in PDF, EPUB, Mobi Format. Download Partial Least Squares Structural Equation Modeling books, 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

A Primer on Partial Least Squares Structural Equation Modeling  PLS SEM  PDF
Author: Joseph F. Hair, Jr.
Publisher: SAGE Publications
ISBN: 1483377466
Size: 60.12 MB
Format: PDF, ePub, Docs
Category : Social Science
Languages : en
Pages : 384
View: 3019

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A Primer On Partial Least Squares Structural Equation Modeling Pls Sem

by Joseph F. Hair, Jr., A Primer On Partial Least Squares Structural Equation Modeling Pls Sem Books available in PDF, EPUB, Mobi Format. Download A Primer On Partial Least Squares Structural Equation Modeling Pls Sem books, With applications using SmartPLS (www.smartpls.com)—the primary software used in partial least squares structural equation modeling (PLS-SEM)—this practical guide provides concise instructions on how to use this evolving statistical technique to conduct research and obtain solutions. Featuring the latest research, new examples, 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. Please note that all examples in this Second Edition use SmartPLS 3. To access this software, please visit this link.




Advanced Issues In Partial Least Squares Structural Equation Modeling

Advanced Issues in Partial Least Squares Structural Equation Modeling PDF
Author: Joseph F. Hair, Jr.
Publisher: SAGE Publications
ISBN: 1483377385
Size: 35.75 MB
Format: PDF, ePub, Mobi
Category : Business & Economics
Languages : en
Pages : 272
View: 2246

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Advanced Issues In Partial Least Squares Structural Equation Modeling

by Joseph F. Hair, Jr., Advanced Issues In Partial Least Squares Structural Equation Modeling Books available in PDF, EPUB, Mobi Format. Download Advanced Issues In Partial Least Squares Structural Equation Modeling books, 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. Authors Joseph F. Hair, Jr., Marko Sarstedt, Christian Ringle, and Siegfried P. Gudergan provide 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.




Mastering Partial Least Squares Structural Equation Modeling Pls Sem With Smartpls In 38 Hours

Mastering Partial Least Squares Structural Equation Modeling  Pls Sem  with Smartpls in 38 Hours PDF
Author: Ken Kwong-Kay Wong
Publisher: iUniverse
ISBN: 1532066481
Size: 15.77 MB
Format: PDF, ePub, Docs
Category : Reference
Languages : en
Pages : 184
View: 4727

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Mastering Partial Least Squares Structural Equation Modeling Pls Sem With Smartpls In 38 Hours

by Ken Kwong-Kay Wong, Mastering Partial Least Squares Structural Equation Modeling Pls Sem With Smartpls In 38 Hours Books available in PDF, EPUB, Mobi Format. Download Mastering Partial Least Squares Structural Equation Modeling Pls Sem With Smartpls In 38 Hours books, 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.




Strukturgleichungsmodellierung

Strukturgleichungsmodellierung PDF
Author: Rolf Weiber
Publisher: Springer-Verlag
ISBN: 3642350127
Size: 24.90 MB
Format: PDF, Kindle
Category : Business & Economics
Languages : de
Pages : 387
View: 5114

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Strukturgleichungsmodellierung

by Rolf Weiber, Strukturgleichungsmodellierung Books available in PDF, EPUB, Mobi Format. Download Strukturgleichungsmodellierung books, Alle Analysen werden an einem durchgehenden Fallbeispiel konkret und transparent durchgeführt Strukturgleichungsmodelle sind in allen Wissenschaftsdisziplinen von größter Bedeutung, da sie das Standardinstrument zur empirischen Prüfung von Hypothesensystemen darstellen. Dabei stehen oftmals die Beziehungen zwischen hypothetischen Konstrukten (latenten Variablen) im Fokus des Interesses. Das Buch zeichnet den gesamten Prozess der Strukturgleichungsmodellierung von der Konzeptualisierung theoretischer Konstrukte über die Spezifikation von Messmodellen, die Reliabilitäts- und Validitätsprüfung mittels konfirmatorischer Faktorenanalyse bis hin zur Prüfung von kausalen Wirkhypothesen mittels Kovarianzstrukturanalyse sowie PLS nach. Alle Arbeitsschritte werden an einem durchgehenden Fallbeispiel unter Verwendung von SPSS, AMOS und SmartPLS veranschaulicht und jeweils konkrete Anwendungsempfehlungen gegeben. Ebenso werden weiterführende Aspekte wie die Mehrgruppenkausalanalyse, die Spezifikation reflektiver und formativer Messansätze sowie MIMIC-Modelle einsteigergerecht behandelt.




Partial Least Squares Path Modeling Of Latent Variables

Partial Least Squares Path Modeling of Latent Variables PDF
Author: Vincenzo Esposito Vinzi
Publisher: Chapman and Hall/CRC
ISBN: 9781482227819
Size: 46.58 MB
Format: PDF, ePub, Docs
Category : Mathematics
Languages : en
Pages : 300
View: 193

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Partial Least Squares Path Modeling Of Latent Variables

by Vincenzo Esposito Vinzi, Partial Least Squares Path Modeling Of Latent Variables Books available in PDF, EPUB, Mobi Format. Download Partial Least Squares Path Modeling Of Latent Variables books, Partial least squares structural equation modelling (PLS-SEM) is becoming a popular statistical framework in many fields and disciplines of the social sciences. The main reason for this popularity is that PLS-SEM can be used to estimate models including latent variables, observed variables, or a combination of these. The popularity of PLS-SEM is predicted to increase even more as a result of the development of new and more robust estimation approaches, such as consistent PLS-SEM. The traditional and modern estimation methods for PLS-SEM are now readily facilitated by both open-source and commercial software packages. This book presents PLS-SEM as a useful practical statistical toolbox that can be used for estimating many different types of research models. In so doing, the authors provide the necessary technical prerequisites and theoretical treatment of various aspects of PLS-SEM prior to practical applications. What makes the book unique is the fact that it thoroughly explains and extensively uses comprehensive Stata (plssem) and R (cSEM and plspm) packages for carrying out PLS-SEM analysis. The book aims to help the reader understand the mechanics behind PLS-SEM as well as performing it for publication purposes. Features: Intuitive and technical explanations of PLS-SEM methods Complete explanations of Stata and R packages Lots of example applications of the methodology Detailed interpretation of software output Reporting of a PLS-SEM study Github repository for supplementary book material The book is primarily aimed at researchers and graduate students from statistics, social science, psychology, and other disciplines. Technical details have been moved from the main body of the text into appendices, but it would be useful if the reader has a solid background in linear regression analysis.




Partial Least Squares Path Modeling

Partial Least Squares Path Modeling PDF
Author: Hengky Latan
Publisher: Springer
ISBN: 3319640690
Size: 24.34 MB
Format: PDF, ePub
Category : Mathematics
Languages : en
Pages : 414
View: 2550

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Partial Least Squares Path Modeling

by Hengky Latan, Partial Least Squares Path Modeling Books available in PDF, EPUB, Mobi Format. Download Partial Least Squares Path Modeling books, 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.