Handbook of Partial Least Squares

Handbook of Partial Least Squares

Author: Vincenzo Esposito Vinzi

Publisher: Springer Science & Business Media

Published: 2010-03-10

Total Pages: 791

ISBN-13: 3540328270

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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.


Reliability and Risk

Reliability and Risk

Author: Nozer D. Singpurwalla

Publisher: John Wiley & Sons

Published: 2006-08-14

Total Pages: 396

ISBN-13: 0470060336

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We all like to know how reliable and how risky certain situations are, and our increasing reliance on technology has led to the need for more precise assessments than ever before. Such precision has resulted in efforts both to sharpen the notions of risk and reliability, and to quantify them. Quantification is required for normative decision-making, especially decisions pertaining to our safety and wellbeing. Increasingly in recent years Bayesian methods have become key to such quantifications. Reliability and Risk provides a comprehensive overview of the mathematical and statistical aspects of risk and reliability analysis, from a Bayesian perspective. This book sets out to change the way in which we think about reliability and survival analysis by casting them in the broader context of decision-making. This is achieved by: Providing a broad coverage of the diverse aspects of reliability, including: multivariate failure models, dynamic reliability, event history analysis, non-parametric Bayes, competing risks, co-operative and competing systems, and signature analysis. Covering the essentials of Bayesian statistics and exchangeability, enabling readers who are unfamiliar with Bayesian inference to benefit from the book. Introducing the notion of “composite reliability”, or the collective reliability of a population of items. Discussing the relationship between notions of reliability and survival analysis and econometrics and financial risk. Reliability and Risk can most profitably be used by practitioners and research workers in reliability and survivability as a source of information, reference, and open problems. It can also form the basis of a graduate level course in reliability and risk analysis for students in statistics, biostatistics, engineering (industrial, nuclear, systems), operations research, and other mathematically oriented scientists, wherein the instructor could supplement the material with examples and problems.


Composite-Based Structural Equation Modeling

Composite-Based Structural Equation Modeling

Author: Jörg Henseler

Publisher: Guilford Publications

Published: 2020-12-24

Total Pages: 387

ISBN-13: 1462545610

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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.


Research Methodology in Strategy and Management

Research Methodology in Strategy and Management

Author: David J. Ketchen Jr.

Publisher: Emerald Group Publishing

Published: 2006-07-25

Total Pages: 434

ISBN-13: 0762313390

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Offers twelve chapters of discussion surrounding various tools and methods utilized by scholars and academics. This title covers a range of approaches for strategists, managers, and researchers.


Introduction to Psychometric Theory

Introduction to Psychometric Theory

Author: Tenko Raykov

Publisher: Routledge

Published: 2011-01-07

Total Pages: 348

ISBN-13: 1136900039

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This new text provides a state-of the-art introduction to educational and psychological testing and measurement theory that reflects many intellectual developments of the past two decades. The book introduces psychometric theory using a latent variable modeling (LVM) framework and emphasizes interval estimation throughout, so as to better prepare readers for studying more advanced topics later in their careers. Featuring numerous examples, it presents an applied approach to conducting testing and measurement in the behavioral, social, and educational sciences. Readers will find numerous tips on how to use test theory in today’s actual testing situations. To reflect the growing use of statistical software in psychometrics, the authors introduce the use of Mplus after the first few chapters. IBM SPSS, SAS, and R are also featured in several chapters. Software codes and associated outputs are reviewed throughout to enhance comprehension. Essentially all of the data used in the book are available on the website. In addition instructors will find helpful PowerPoint lecture slides and questions and problems for each chapter. The authors rely on LVM when discussing fundamental concepts such as exploratory and confirmatory factor analysis, test theory, generalizability theory, reliability and validity, interval estimation, nonlinear factor analysis, generalized linear modeling, and item response theory. The varied applications make this book a valuable tool for those in the behavioral, social, educational, and biomedical disciplines, as well as in business, economics, and marketing. A brief introduction to R is also provided. Intended as a text for advanced undergraduate and/or graduate courses in psychometrics, testing and measurement, measurement theory, psychological testing, and/or educational and/or psychological measurement taught in departments of psychology, education, human development, epidemiology, business, and marketing, it will also appeal to researchers in these disciplines. Prerequisites include an introduction to statistics with exposure to regression analysis and ANOVA. Familiarity with SPSS, SAS, STATA, or R is also beneficial. As a whole, the book provides an invaluable introduction to measurement and test theory to those with limited or no familiarity with the mathematical and statistical procedures involved in measurement and testing.


The Relationship between Organizational Structure and Organizational Ambidexterity

The Relationship between Organizational Structure and Organizational Ambidexterity

Author: Sebastian Kortmann

Publisher: Springer Science & Business Media

Published: 2012-04-17

Total Pages: 183

ISBN-13: 3834936308

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In strategic management and organizational theory, organizational effectiveness denotes the broadest domain of business performance. "What is the optimal structural configuration for organizational ambidexterity and to what extent is it contingent upon firm type?" To answer this research question, this study employs a two-step approach. In the first step, Sebastian Kortmann determines a structural configuration that generally supports organizational ambidexterity. Then, in a second step, he draws upon structural contingency theory and investigates to what extent this optimal structural configuration is dependent on firm type. ​


ISPsy 2023

ISPsy 2023

Author: Taufik Taufik

Publisher: European Alliance for Innovation

Published: 2024-02-05

Total Pages: 393

ISBN-13: 1631904493

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This proceeding is the outcome of an international seminar organized by the Faculty of Psychology, Universitas Muhammadiyah Purwokerto in 2023. This international seminar was called "ISPsy 6th" with the theme "Religiosity and Cultural Diversity for Strengthening Mental Well-Being." From this seminar, it is hoped that preventive, curative, and even rehabilitative programs targeting holistic aspects of mental well-being will be present, providing benefits to the wider community. Manuscripts accepted for ISPsy 6th 2023 amounted to 62% of the total articles collected. This seminar featured several topics including Clinical Psychology, Organizational/Industrial Psychology, Educational Psychology, Social Psychology, Developmental Psychology, Psychometrics, Islamic Studies Related to Human Behavior, Social Science, Education, and Neuroscience. The keynote speech was delivered by Prof. Dr. Muhadjir Effendy, M.A.P as the Coordinating Ministry for Human Development and Cultural Affairs. Speakers at this international seminar included Dr. Hanan Dover as the Vice President of the International Association of Muslim Psychologists (IAMP), Dr. Rania Awaad, M.D as the Director of the Stanford Muslim Mental Health & Islamic Psychology Lab, Dr. Nor Akmar Nordin as a lecturer in the Department of Psychology, School of Human Resource Development and Psychology, Faculty of Social Sciences and Humanities, Universiti Teknologi Malaysia, and Retno Dwiyanti, M.Si., Ph.D as a lecturer at the Faculty of Psychology, Universitas Muhammadiyah Purwokerto. This proceeding was able to proceed smoothly thanks to the support and good communication from all parties involved. We express our gratitude to all parties involved, especially the organizing committee and the call for paper team of the International Seminar of the Faculty of Psychology, Muhammadiyah University of Purwokerto, who have worked hard. We also want to thank our partners and all authors who submitted manuscripts for the ISPsy 6th 2023 international seminar proceedings. Additionally, we would like to thank EAI for facilitating the publication of these proceedings.


Understanding Structural Equation Modeling

Understanding Structural Equation Modeling

Author: J.P. Verma

Publisher: Springer Nature

Published: 2023-11-07

Total Pages: 231

ISBN-13: 3031326733

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This book presents a comprehensive overview of Structural Equation Modeling and how it can be applied to address research issues in different disciplines. The authors employ a ‘simple to complex’ approach. The book reviews topics such as variance, covariance, correlation, multiple regression, mediation, moderation, path analysis, and confirmatory factor analysis. The authors then discuss the initial steps for performing structural equation modeling, including model specification, model identification, model estimation, model testing, and model modification. The book includes an introduction to the IBM SPSS and IBM SPSS Amos software. The authors the explain how this software can be utilized for developing measurement, structural models, and SEM models. The book provides conceptual clarity in understanding the models and discusses practical approaches to solving them. The authors also highlight how these techniques can be applied to various disciplines, including psychology, education, sociology, business, medicine, political science, and biological sciences.


Consumer Dilemma to Purchase Hybrid Car

Consumer Dilemma to Purchase Hybrid Car

Author: Kooi Chung Leng

Publisher: Partridge Publishing Singapore

Published: 2020-06-30

Total Pages: 146

ISBN-13: 1543758851

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As industrialisation continues to evolve, exacerbating environmental problems such as global warming and climate change have raised the concern across the globe. Road transport is primarily the most notable source of pollution in the world. With the sophistication in environmental technology, a variety of environmentally friendly products have been introduced in the market and hybrid vehicle is highly recommended. However, in Malaysia automotive market demand for hybrid vehicle is still considered very low compared to non-hybrid vehicles and thus to conduct a study on consumer’s adoption toward hybrid car is timely. The study investigated the relationships between marketing mix (4Ps), environmental concern, governmental incentive and purchase intention of hybrid car in Malaysia. A total of 372 valid samples were collected using convenience sampling technique. The Structural Equation Modelling (SEM) by using Smart-PLS was employed to investigate the significance of individual path correlations, measurement model, and overall fit of structural model. The results of the study revealed that marketing mix (4Ps), governmental incentive, attitude, subject norm and perceived behavioural control showed a significant and positive relationship with hybrid car purchase intention. In addition environmental concern exhibits the moderation effect among those relationships.