Download or read book A Monte Carlo Study of a Moderated Regression Model written by Alan L. Gross and published by . This book was released on 1970 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Usefulness of the Moderated Regression Model Through a Monte Carlo Investigation of Its Parameters and the Testing Bias Literature written by Samuel Barton Green and published by . This book was released on 1975 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book A Monte Carlo Study of the Effects of Correlated Method Variance in Moderated Multiple Regression Analysis written by Martin G. Evans and published by . This book was released on 1981 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Regression and Mediation Analysis Using Mplus written by Bengt O. Muthen and published by . This book was released on 2016-07-06 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Regression Analysis for Categorical Moderators written by Herman Aguinis and published by Guilford Press. This book was released on 2004-01-01 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Does the stability of personality vary by gender or ethnicity? Does a particular therapy work better to treat clients with one type of personality disorder than those with another? Providing a solution to thorny problems such as these, Aguinis shows readers how to better assess whether the relationship between two variables is moderated by group membership through the use of a statistical technique, moderated multiple regression (MMR). Clearly written, the book requires only basic knowledge of inferential statistics. It helps students, researchers, and practitioners determine whether a particular intervention is likely to yield dissimilar outcomes for members of various groups. Associated computer programs and data sets are available at the author's website (http: //mypage.iu.edu/ haguinis/mmr).
Download or read book Estimating Individual level Interaction Effects in Multilevel Models written by Julie A. Lorah and published by . This book was released on 2015 with total page 83 pages. Available in PDF, EPUB and Kindle. Book excerpt: Moderated multiple regression (MMR) provides a useful framework for understanding moderator variables. When the relationship between an independent variable (predictor) and a dependent variable (criterion) varies as a function of a third variable, that third variable is considered a moderator of the predictor-criterion relationship. Moderated relationships can also be examined within datasets that include nesting, for example individuals might be nested within groups. However, the literature is not clear on the best way to assess data for significant moderating effects, particularly within a multilevel modeling framework. This study explores potential ways to test moderation at the individual level (level 1) within a 2-level multilevel modeling framework, with varying effect sizes, cluster sizes, and numbers of clusters that represent realistic conditions in applied educational research. The study examines five potential methods for testing interaction effects: the Wald test, F-test, likelihood ratio test, BIC, and AIC. For each method, the simulation study examines how Type I error rates vary as a function of number of clusters and cluster size and how power varies as a function of number of clusters, cluster size, and interaction effect size. Following the simulation study, an applied study uses real data to assess interaction effects using the same five methods. Results indicate that the Wald test, F-test, and likelihood ratio test all perform similarly in terms of Type I error rates and power. Type I error rates for the AIC are more liberal, and for the BIC typically more conservative. A four-step procedure for applied researchers interested in examining interaction effects in multi-level models is provided.
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.
Download or read book Correlation and Regression written by Philip Bobko and published by SAGE. This book was released on 2001-04-10 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text takes statistical theory in correlation and regression and makes it accessible to readers using words and equations. Examples are used to explain how the techniques work and under what circumstances some creativity in application is necessary.
Download or read book Introduction to Mediation Moderation and Conditional Process Analysis written by Andrew F. Hayes and published by Guilford Press. This book was released on 2013-04-22 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explaining the fundamentals of mediation and moderation analysis, this engaging book also shows how to integrate the two using an innovative strategy known as conditional process analysis. Procedures are described for testing hypotheses about the mechanisms by which causal effects operate, the conditions under which they occur, and the moderation of mechanisms. Relying on the principles of ordinary least squares regression, Andrew Hayes carefully explains the estimation and interpretation of direct and indirect effects, probing and visualization of interactions, and testing of questions about moderated mediation. Examples using data from published studies illustrate how to conduct and report the analyses described in the book. Of special value, the book introduces and documents PROCESS, a macro for SPSS and SAS that does all the computations described in the book. The companion website (www.afhayes.com) offers free downloads of PROCESS plus data files for the book's examples. Unique features include: *Compelling examples (presumed media influence, sex discrimination in the workplace, and more) with real data; boxes with SAS, SPSS, and PROCESS code; and loads of tips, including how to report mediation, moderation and conditional process analyses. *Appendix that presents documentation on use and features of PROCESS. *Online supplement providing data, code, and syntax for the book's examples.
Download or read book Research Methods in Occupational Health Psychology written by Robert R. Sinclair and published by Routledge. This book was released on 2012 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Methods in Occupational Health Psychology: Measurement, Design, and Data Analysis provides a state-of-the-art review of current issues and best practices in the science of Occupational Health Psychology. Occupational Health Psychology (OHP) is a multidisciplinary and rapidly growing area of research and it is difficult or impossible for researchers to keep up with developments in all of the fields where scholars conduct OHP science. This book will help OHP scholars improve their own research by translating recent innovations in methodology into sets of concrete recommendations that will help scholars improve their own research as well as their training of future researchers.
Download or read book Resources in Education written by and published by . This book was released on 1998 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Leadership and Supervision written by Ami Rokach and published by Routledge. This book was released on 2021-12-26 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is dedicated to examining various points of view of what leadership is, and how the leader supervises those whom he trains. It is divided into three conceptual sections: The Leader, which examines various dimensions of leadership and what it means to lead; The Leader’s Effect on Others, which as the title indicates it looks at the effect and influence that a leader may have on others; and Organizational Culture, the effect of the leader on the culture of the organization or institution. The chapters in this book were originally published in The Journal of Psychology.
Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1977 with total page 1110 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book International Business Strategy written by Peter J Buckley and published by Routledge. This book was released on 2015-02-20 with total page 817 pages. Available in PDF, EPUB and Kindle. Book excerpt: With stagnated demand in many home economies, the need to internationalize and exploit foreign market opportunities has never been more paramount for businesses to succeed at a global level. However, this process raises a number of questions, such as: can firms use their knowledge of one market in the next? Can firms pursue internationalization on several fronts at the same time? How should firms handle cultural and institutional differences between markets? This textbook provides students with the core research in international business and strategy, including organization, efficiency, external relationships and the challenges found in an increasingly multicultural world. Each part begins with a presentation of the issues and controversies faced in that particular area, followed by a synthesis of the research which provides avenues for future research. To facilitate and encourage further debate and learning, each part also includes at least one original case study. Compiled by two of the World's leading scholars of international business, and supplemented with critical commentaries and a range of integrative case studies, this comprehensive textbook provides advanced students of international business and strategy with a resource that will be invaluable in their studies and beyond.
Download or read book Introduction to Mediation Moderation and Conditional Process Analysis Second Edition written by Andrew F. Hayes and published by Guilford Publications. This book was released on 2017-10-30 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book has been replaced by Introduction to Mediation, Moderation, and Conditional Process Analysis, Third Edition, ISBN 978-1-4625-4903-0.
Download or read book Encyclopedia of Measurement and Statistics written by Neil J. Salkind and published by SAGE. This book was released on 2007 with total page 1417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Publisher Description
Download or read book Monetary Wisdom written by Thomas Li-Ping Tang and published by Elsevier. This book was released on 2024-05-31 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: Money is the instrument of commerce and a measure of value. Globalization has created economic prosperity for citizens around the world. These challenges have changed how people work, live, and do business. Monetary Wisdom: Monetary Aspirations and Decision-Making presents an excellent collection of innovative and a multi-cultural view of how money has affected decision making not only at an individual level but at organizational level. This book discusses the powerful motivators of money and the connection to ethical decision-making both in organizations and social life. Examines how monetary values frame everyday decisions Provides an innovative and cross-cultural view of monetary decisions Reviews how monetary values affect behaviors in leadership and organizations
