Principles and Practice of Structural Equation Modeling

Author: Rex B. Kline

Publisher: Guilford Press

ISBN: 1606238779

Category: Psychology

Page: 427

View: 7772

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This bestselling text provides a balance between the technical and practical aspects of structural equation modeling (SEM). Using clear and accessible language, Rex B. Kline covers core techniques, potential pitfalls, and applications across the behavioral and social sciences. Some more advanced topics are also covered, including estimation of interactive effects of latent variables and multilevel SEM. The companion Web page (please see the book's entry at www.guilford.com ) offers downloadable syntax, data, and output files for each detailed example for EQS, LISREL, and Mplus, allowing readers to view the results of the same analysis generated by three different computer tools. New to This Edition: Thoroughly revised and restructured to follow the phases of most SEM analyses Syntax, data, and output files for all detailed research examples are now provided online Exercises with answers, which support self-study Topic boxes on specialized issues, such as dealing with problems in the analysis; the assessment of construct measurement reliability; and more Updated coverage of a more rigorous approach to hypothesis and model testing; the evaluation of measurement invariance; and more.This book is important reading for graduate students, instructors, and researchers in psychology, education, human development and family studies, management, sociology, social work, nursing, public health, criminal justice, and communication. It also serves as a text for graduate-level courses in structural equation modeling, multivariate statistics, advanced quantitative methods, or research methodology.
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Principles and Practice of Structural Equation Modeling

Author: Rex B. Kline

Publisher: Guilford Press

ISBN: 9781593850753

Category: Social Science

Page: 366

View: 2929

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The revised guide to the application, interpretation, and pitfalls of structural equation modeling (SEM) features new sections on statistical concepts, nonrecursive models of multiple-sample SEM, and extensive explanations of latent growth models.
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Principles and Practice of Structural Equation Modeling, Fourth Edition

Author: Rex B. Kline

Publisher: Guilford Publications

ISBN: 1462523358

Category: Social Science

Page: 534

View: 3184

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New to This Edition *Extensively revised to cover important new topics: Pearl' s graphing theory and SCM, causal inference frameworks, conditional process modeling, path models for longitudinal data, item response theory, and more. *Chapters on best practices in all stages of SEM, measurement invariance in confirmatory factor analysis, and significance testing issues and bootstrapping. *Expanded coverage of psychometrics. *Additional computer tools: online files for all detailed examples, previously provided in EQS, LISREL, and Mplus, are now also given in Amos, Stata, and R (lavaan). *Reorganized to cover the specification, identification, and analysis of observed variable models separately from latent variable models. Pedagogical Features *Exercises with answers, plus end-of-chapter annotated lists of further reading. *Real examplesof troublesome data, demonstrating how to handle typical problems in analyses.
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Principles and Practice of Structural Equation Modeling, Third Edition

Author: Rex B. Kline

Publisher: Guilford Press

ISBN: 1606238787

Category: Psychology

Page: 427

View: 6191

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This bestselling text provides a balance between the technical and practical aspects of structural equation modeling (SEM). Using clear and accessible language, Rex B. Kline covers core techniques, potential pitfalls, and applications across the behavioral and social sciences. Some more advanced topics are also covered, including estimation of interactive effects of latent variables and multilevel SEM. The companion Web page offers downloadable syntax, data, and output files for each detailed example for EQS, LISREL, and Mplus, allowing readers to view the results of the same analysis generated by three different computer tools. New to This Edition *Thoroughly revised and restructured to follow the phases of most SEM analyses. *Syntax, data, and output files for all detailed research examples are now provided online. *Chapter on computer tools. *Exercises with answers, which support self-study. *Topic boxes on specialized issues, such as dealing with problems in the analysis; the assessment of construct measurement reliability; and more. *Updated coverage of a more rigorous approach to hypothesis and model testing; the evaluation of measurement invariance; and more. *”Troublesome” examples have been added to provide a context for discussing how to handle various problems that can crop up in SEM analyses.
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Applied Quantitative Analysis in Education and the Social Sciences

Author: Yaacov M. Petscher,Christopher Schatschneider

Publisher: Routledge

ISBN: 0415893488

Category: Education

Page: 376

View: 3388

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To say that complex data analyses are ubiquitous in the education and social sciences might be an understatement. Funding agencies and peer-review journals alike require that researchers use the most appropriate models and methods for explaining phenomena. Univariate and multivariate data structures often require the application of more rigorous methods than basic correlational or analysis of variance models. Additionally, though a vast set of resources may exist on how to run analysis, difficulties may be encountered when explicit direction is not provided as to how one should run a model and interpret results. The mission of this book is to expose the reader to advanced quantitative methods as it pertains to individual level analysis, multilevel analysis, item-level analysis, and covariance structure analysis. Each chapter is self-contained and follows a common format so that readers can run the analysis and correctly interpret the output for reporting.
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The Oxford Handbook of Quantitative Methods in Psychology: Vol. 2

Statistical Analysis

Author: Todd D. Little

Publisher: Oxford University Press

ISBN: 0199934894

Category: Medical

Page: 736

View: 8620

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The Oxford Handbook of Quantitative Methods in Psychology provides an accessible and comprehensive review of the current state-of-the-science and a one-stop source for learning and reviewing current best-practices in a quantitative methods across the social, behavioral, and educational sciences.
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Basic Principles of Structural Equation Modeling

An Introduction to LISREL and EQS

Author: Ralph O. Mueller

Publisher: Springer Science & Business Media

ISBN: 1461239745

Category: Social Science

Page: 232

View: 8007

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During the last two decades, structural equation modeling (SEM) has emerged as a powerful multivariate data analysis tool in social science research settings, especially in the fields of sociology, psychology, and education. Although its roots can be traced back to the first half of this century, when Spearman (1904) developed factor analysis and Wright (1934) introduced path analysis, it was not until the 1970s that the works by Karl Joreskog and his associates (e. g. , Joreskog, 1977; Joreskog and Van Thillo, 1973) began to make general SEM techniques accessible to the social and behavioral science research communities. Today, with the development and increasing avail ability of SEM computer programs, SEM has become a well-established and respected data analysis method, incorporating many of the traditional analysis techniques as special cases. State-of-the-art SEM software packages such as LISREL (Joreskog and Sorbom, 1993a,b) and EQS (Bentler, 1993; Bentler and Wu, 1993) handle a variety of ordinary least squares regression designs as well as complex structural equation models involving variables with arbitrary distributions. Unfortunately, many students and researchers hesitate to use SEM methods, perhaps due to the somewhat complex underlying statistical repre sentation and theory. In my opinion, social science students and researchers can benefit greatly from acquiring knowledge and skills in SEM since the methods-applied appropriately-can provide a bridge between the theo retical and empirical aspects of behavioral research.
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Basics of Structural Equation Modeling

Author: Geoffrey Maruyama

Publisher: SAGE

ISBN: 9780803974098

Category: Social Science

Page: 311

View: 1906

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With the availability of software programs, such as LISREL, EQS, and AMOS, modelling (SEM) techniques have become a popular tool for formalized presentation of the hypothesized relationships underlying correlational research and test for the plausibility of the hypothesizing for a particular data set. However, the popularity of these techniques has often led to misunderstandings of them and even their misuse, particularly by students exposed to them for the first time. Through the use of careful narrative explanation, Maruyama's text describes the logic underlying SEM approaches, describes how SEM approaches relate to techniques like regression and factor analysis, analyzes the strengths and shortcomings of SEM as compared to alternative methodologies, and explores the various methodologies for analyzing structural equation data. In addition, Maruyama provides carefully constructed exercises both within and at the end of chapters.
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Advancing Quantitative Methods in Criminology and Criminal Justice

Author: Travis C. Pratt

Publisher: Routledge

ISBN: 1317995104

Category: Social Science

Page: 120

View: 7227

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Advancing Quantitative Methods in Criminology and Criminal Justice is designed to promote the understanding of various quantitative research methods and to encourage their use among those seeking answers to questions about crime and justice. To this end a number of top scholars have been assembled to provide their insights on a variety of 'cutting edge' quantitative research techniques. The chapters that appear delve into the state of quantitative methods in the discipline, group-based trajectory modeling, spatial dependence models, structural equation models, meta-analysis, social network designs, panel data modeling, and censored regression techniques. This book will be highly beneficial for readers who seek to stay as current as possible as they pursue answers to questions about crime and justice using quantitative research methods. This book was originally published as a special issue of the Journal of Criminal Justice Education.
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Applied Meta-analysis for Social Science Research

Author: Noel A. Card

Publisher: Guilford Press

ISBN: 1609184998

Category: Psychology

Page: 377

View: 1823

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Offering pragmatic guidance for planning and conducting a meta-analytic review, this book is written in an engaging, nontechnical style that makes it ideal for graduate course use or self-study. The author shows how to identify questions that can be answered using meta-analysis, retrieve both published and unpublished studies, create a coding manual, use traditional and unique effect size indices, and write a meta-analytic review. An ongoing example illustrates meta-analytic techniques. In addition to the fundamentals, the book discusses more advanced topics, such as artifact correction, random- and mixed-effects models, structural equation representations, and multivariate procedures. User-friendly features include annotated equations; discussions of alternative approaches; and "Practical Matters" sections that give advice on topics not often discussed in other books, such as linking meta-analytic results with theory and the utility of meta-analysis software programs.
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