Recent Developments On Structural Equation Models

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Recent Developments on Structural Equation Models

Kees van Montfort,Johan Oud,Albert Satorra
Recent Developments on Structural Equation Models Book PDF

Author : Kees van Montfort,Johan Oud,Albert Satorra
Publisher : Springer Science & Business Media
Page : 380 pages
File Size : 48,9 Mb
Release : 2004-04-30
Category : Psychology
ISBN : 1402019572

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Recent Developments on Structural Equation Models by Kees van Montfort,Johan Oud,Albert Satorra Pdf

After Karl Jöreskog's first presentation in 1970, Structural Equation Modelling or SEM has become a main statistical tool in many fields of science. It is the standard approach of factor analytic and causal modelling in such diverse fields as sociology, education, psychology, economics, management and medical sciences. In addition to an extension of its application area, Structural Equation Modelling also features a continual renewal and extension of its theoretical background. The sixteen contributions to this book, written by experts from many countries, present important new developments and interesting applications in Structural Equation Modelling. The book addresses methodologists and statisticians professionally dealing with Structural Equation Modelling to enhance their knowledge of the type of models covered and the technical problems involved in their formulation. In addition, the book offers applied researchers new ideas about the use of Structural Equation Modeling in solving their problems. Finally, methodologists, mathematicians and applied researchers alike are addressed, who simply want to update their knowledge of recent approaches in data analysis and mathematical modelling.

New Developments and Techniques in Structural Equation Modeling

George A. Marcoulides,Randall E. Schumacker
New Developments and Techniques in Structural Equation Modeling Book PDF

Author : George A. Marcoulides,Randall E. Schumacker
Publisher : Psychology Press
Page : 354 pages
File Size : 46,5 Mb
Release : 2001-03
Category : Mathematics
ISBN : 9781135657819

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New Developments and Techniques in Structural Equation Modeling by George A. Marcoulides,Randall E. Schumacker Pdf

The revision of this edited volume introduces the latest issues and developments in SEM techniques. The book provides an understanding and working knowledge of advanced SEM techniques with a minimum of mathematical derivations. Includes cases & examples.

Principles and Practice of Structural Equation Modeling

Rex B. Kline
Principles and Practice of Structural Equation Modeling Book PDF

Author : Rex B. Kline
Publisher : Guilford Publications
Page : 554 pages
File Size : 52,5 Mb
Release : 2015-10-08
Category : Social Science
ISBN : 9781462523009

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Principles and Practice of Structural Equation Modeling by Rex B. Kline Pdf

This book has been replaced by Principles and Practice of Structural Equation Modeling, Fifth Edition, ISBN 978-1-4625-5191-0.

Recent Advancements in Structural Equation Modeling (SEM): From Both Methodological and Application Perspectives

Oi-Man Kwok,Mike W.-L. Cheung,Suzanne Jak,Ehri Ryu,Jerry Jiun-Yu Wu
Recent Advancements in Structural Equation Modeling SEM From Both Methodological and Application Perspectives Book PDF

Author : Oi-Man Kwok,Mike W.-L. Cheung,Suzanne Jak,Ehri Ryu,Jerry Jiun-Yu Wu
Publisher : Frontiers Media SA
Page : 251 pages
File Size : 55,8 Mb
Release : 2019-02-08
Category : Electronic
ISBN : 9782889457434

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Recent Advancements in Structural Equation Modeling (SEM): From Both Methodological and Application Perspectives by Oi-Man Kwok,Mike W.-L. Cheung,Suzanne Jak,Ehri Ryu,Jerry Jiun-Yu Wu Pdf

Structural equation modeling (SEM) is becoming the central and one of the most popular analytical tools in the social sciences. Many classical and modern statistical techniques such as regression analysis, path analysis, confirmatory factor analysis, and models with both measurement and structural components have been shown to fall under the umbrella of SEM. Thus, the flexibility of SEM makes it applicable to many research designs, including experimental and non-experimental data, cross-sectional and longitudinal data, and multiple-group and multilevel data. In this eBook, you will find 19 cutting-edge papers from the Research Topic: Recent Advancements in Structural Equation Modeling (SEM). These 19 papers cover a wide variety of topics related to SEM, including: (a) analysis of different types of data (from cross-sectional data with floor effects to complex survey data and longitudinal data); (b) measurement-related issues (from the development of new scale to the evaluation of person fit and new ways to test measurement invariance); and (c) technical advancement and software development. We hope that the readers will gain new perspectives and be able to apply some of the new techniques and models discussed in these 19 papers.

Handbook of Structural Equation Modeling

Rick H. Hoyle
Handbook of Structural Equation Modeling Book PDF

Author : Rick H. Hoyle
Publisher : Guilford Publications
Page : 801 pages
File Size : 54,8 Mb
Release : 2023-02-17
Category : Business & Economics
ISBN : 9781462544646

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Handbook of Structural Equation Modeling by Rick H. Hoyle Pdf

"This accessible volume presents both the mechanics of structural equation modeling (SEM) and specific SEM strategies and applications. The editor, along with an international group of contributors, and editorial advisory board are leading methodologists who have organized the book to move from simpler material to more statistically complex modeling approaches. Sections cover the foundations of SEM; statistical underpinnings, from assumptions to model modifications; steps in implementation, from data preparation through writing the SEM report; and basic and advanced applications, including new and emerging topics in SEM. Each chapter provides conceptually oriented descriptions, fully explicated analyses, and engaging examples that reveal modeling possibilities for use with readers' data. Many of the chapters also include access to data and syntax files at the companion website, allowing readers to try their hands at reproducing the authors' results"--

New Developments and Techniques in Structural Equation Modeling

George A. Marcoulides,Randall E. Schumacker
New Developments and Techniques in Structural Equation Modeling Book PDF

Author : George A. Marcoulides,Randall E. Schumacker
Publisher : Psychology Press
Page : 354 pages
File Size : 43,7 Mb
Release : 2001-03-01
Category : Psychology
ISBN : 9781410601858

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New Developments and Techniques in Structural Equation Modeling by George A. Marcoulides,Randall E. Schumacker Pdf

Featuring contributions from some of the leading researchers in the field of SEM, most chapters are written by the author(s) who originally proposed the technique and/or contributed substantially to its development. Content highlights include latent variable mixture modeling, multilevel modeling, interaction modeling, models for dealing with nonstandard and noncompliance samples, the latest on the analysis of growth curve and longitudinal data, specification searches, item parceling, and equivalent models. This volume will appeal to educators, psychologists, biologists, business professionals, medical researchers, and other social and health scientists. It is assumed that the reader has mastered the equivalent of a graduate-level multivariate statistics course that included coverage of introductory SEM techniques.

Structural Equation Modeling

Rick H. Hoyle
Structural Equation Modeling Book PDF

Author : Rick H. Hoyle
Publisher : SAGE Publications
Page : 313 pages
File Size : 55,6 Mb
Release : 1995-02-28
Category : Social Science
ISBN : 9781452246840

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Structural Equation Modeling by Rick H. Hoyle Pdf

This largely nontechnical volume reviews some of the major issues facing researchers who wish to use structural equation modeling. Individual chapters present recent developments on specification, estimation and testing, statistical power, software comparisons and analyzing multitrait/multimethod data. Numerous examples of applications are given and attention is paid to the underlying philosophy of structural equation modeling and to writing up results from structural equation modeling analyses.

Testing Structural Equation Models

Kenneth A. Bollen,J. Scott Long
Testing Structural Equation Models Book PDF

Author : Kenneth A. Bollen,J. Scott Long
Publisher : SAGE
Page : 336 pages
File Size : 53,9 Mb
Release : 1993-02
Category : Reference
ISBN : 0803945078

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Testing Structural Equation Models by Kenneth A. Bollen,J. Scott Long Pdf

What is the role of fit measures when respecifying a model? Should the means of the sampling distributions of a fit index be unrelated to the size of the sample? Is it better to estimate the statistical power of the chi-square test than to turn to fit indices? Exploring these and related questions, well-known scholars examine the methods of testing structural equation models (SEMS) with and without measurement error, as estimated by such programs as EQS, LISREL and CALIS.

Longitudinal Structural Equation Modeling

Todd D. Little
Longitudinal Structural Equation Modeling Book PDF

Author : Todd D. Little
Publisher : Guilford Publications
Page : 642 pages
File Size : 54,7 Mb
Release : 2023-12-27
Category : Business & Economics
ISBN : 9781462553143

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Longitudinal Structural Equation Modeling by Todd D. Little Pdf

Beloved for its engaging, conversational style, this valuable book is now in a fully updated second edition that presents the latest developments in longitudinal structural equation modeling (SEM) and new chapters on missing data, the random intercepts cross-lagged panel model (RI-CLPM), longitudinal mixture modeling, and Bayesian SEM. Emphasizing a decision-making approach, leading methodologist Todd D. Little describes the steps of modeling a longitudinal change process. He explains the big picture and technical how-tos of using longitudinal confirmatory factor analysis, longitudinal panel models, and hybrid models for analyzing within-person change. User-friendly features include equation boxes that translate all the elements in every equation, tips on what does and doesn't work, end-of-chapter glossaries, and annotated suggestions for further reading. The companion website provides data sets for the examples--including studies of bullying and victimization, adolescents' emotions, and healthy aging--along with syntax and output, chapter quizzes, and the book’s figures. New to This Edition: *Chapter on missing data, with a spotlight on planned missing data designs and the R-based package PcAux. *Chapter on longitudinal mixture modeling, with Whitney Moore. *Chapter on the random intercept cross-lagged panel model (RI-CLPM), with Danny Osborne. *Chapter on Bayesian SEM, with Mauricio Garnier. *Revised throughout with new developments and discussions, such as how to test models of experimental effects.

Growth Modeling

Kevin J. Grimm,Nilam Ram,Ryne Estabrook
Growth Modeling Book PDF

Author : Kevin J. Grimm,Nilam Ram,Ryne Estabrook
Publisher : Guilford Publications
Page : 558 pages
File Size : 49,5 Mb
Release : 2016-10-17
Category : Social Science
ISBN : 9781462526062

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Growth Modeling by Kevin J. Grimm,Nilam Ram,Ryne Estabrook Pdf

Growth models are among the core methods for analyzing how and when people change. Discussing both structural equation and multilevel modeling approaches, this book leads readers step by step through applying each model to longitudinal data to answer particular research questions. It demonstrates cutting-edge ways to describe linear and nonlinear change patterns, examine within-person and between-person differences in change, study change in latent variables, identify leading and lagging indicators of change, evaluate co-occurring patterns of change across multiple variables, and more. User-friendly features include real data examples, code (for Mplus or NLMIXED in SAS, and OpenMx or nlme in R), discussion of the output, and interpretation of each model's results. User-Friendly Features *Real, worked-through longitudinal data examples serving as illustrations in each chapter. *Script boxes that provide code for fitting the models to example data and facilitate application to the reader's own data. *"Important Considerations" sections offering caveats, warnings, and recommendations for the use of specific models. *Companion website supplying datasets and syntax for the book's examples, along with additional code in SAS/R for linear mixed-effects modeling.

Structural Equation Models

J. Christopher Westland
Structural Equation Models Book PDF

Author : J. Christopher Westland
Publisher : Springer
Page : 175 pages
File Size : 42,9 Mb
Release : 2015-04-25
Category : Technology & Engineering
ISBN : 9783319165073

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Structural Equation Models by J. Christopher Westland Pdf

This compact reference surveys the full range of available structural equation modeling (SEM) methodologies. It reviews applications in a broad range of disciplines, particularly in the social sciences where many key concepts are not directly observable. This is the first book to present SEM’s development in its proper historical context–essential to understanding the application, strengths and weaknesses of each particular method. This book also surveys the emerging path and network approaches that complement and enhance SEM, and that will grow importance in the near future. SEM’s ability to accommodate unobservable theory constructs through latent variables is of significant importance to social scientists. Latent variable theory and application are comprehensively explained and methods are presented for extending their power, including guidelines for data preparation, sample size calculation and the special treatment of Likert scale data. Tables of software, methodologies and fit statistics provide a concise reference for any research program, helping assure that its conclusions are defensible and publishable.

New Developments And Techniques In Structural Equation Modeling

George A. Marcoulides,Randall E. Schumacker
New Developments And Techniques In Structural Equation Modeling Book PDF

Author : George A. Marcoulides,Randall E. Schumacker
Publisher : Unknown
Page : 128 pages
File Size : 51,6 Mb
Release : 2001
Category : Electronic
ISBN : OCLC:741348596

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New Developments And Techniques In Structural Equation Modeling by George A. Marcoulides,Randall E. Schumacker Pdf

Featuring contributions from some of the leading researchers in the field of SEM, most chapters are written by the author(s) who originally proposed the technique and/or contributed substantially to its development. Content highlights include latent varia.

New Methods for the Analysis of Change

Linda M. Collins,Aline Sayer
New Methods for the Analysis of Change Book PDF

Author : Linda M. Collins,Aline Sayer
Publisher : Amer Psychological Assn
Page : 442 pages
File Size : 51,6 Mb
Release : 2001-01-01
Category : Medical
ISBN : 1557987548

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New Methods for the Analysis of Change by Linda M. Collins,Aline Sayer Pdf

Annotation Psychologists update the Association's 1991 with 12 studies, many from a conference held at Pennsylvania State University in 1998, and some with comments attached. The topics include differential structural equation modeling of intra-individual variability, combining auto-regressive and latent curve models, and planned missing-data designs for analyzing change. Annotation c. Book News, Inc., Portland, OR (booknews.com).

Advances in Factor Analysis and Structural Equation Models

K. G. Jöreskog,Dag Sörbom
Advances in Factor Analysis and Structural Equation Models Book PDF

Author : K. G. Jöreskog,Dag Sörbom
Publisher : Unknown
Page : 474 pages
File Size : 50,5 Mb
Release : 1979
Category : Factor analysis
ISBN : UCSC:32106005132367

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Advances in Factor Analysis and Structural Equation Models by K. G. Jöreskog,Dag Sörbom Pdf

Advances in factor analysis; Structural equation models; New model forgroup comparisons.

Structural Equation Modeling

David Kaplan
Structural Equation Modeling Book PDF

Author : David Kaplan
Publisher : SAGE Publications
Page : 272 pages
File Size : 46,8 Mb
Release : 2008-07-23
Category : Social Science
ISBN : 9781483342597

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Structural Equation Modeling by David Kaplan Pdf

Using detailed, empirical examples, Structural Equation Modeling, Second Edition, presents a thorough and sophisticated treatment of the foundations of structural equation modeling (SEM). It also demonstrates how SEM can provide a unique lens on the problems social and behavioral scientists face. Intended Audience While the book assumes some knowledge and background in statistics, it guides readers through the foundations and critical assumptions of SEM in an easy-to-understand manner.