Advanced Structural Equation Modeling

Advanced Structural Equation Modeling

PDF Advanced Structural Equation Modeling Download

  • Author: George A. Marcoulides
  • Publisher: Psychology Press
  • ISBN: 1317843800
  • Category : Psychology
  • Languages : en
  • Pages : 374

By focusing primarily on the application of structural equation modeling (SEM) techniques in example cases and situations, this book provides an understanding and working knowledge of advanced SEM techniques with a minimum of mathematical derivations. The book was written for a broad audience crossing many disciplines, assumes an understanding of graduate level multivariate statistics, including an introduction to SEM.


Recent Developments on Structural Equation Models

Recent Developments on Structural Equation Models

PDF Recent Developments on Structural Equation Models Download

  • Author: Kees van Montfort
  • Publisher: Springer Science & Business Media
  • ISBN: 9781402019579
  • Category : Psychology
  • Languages : en
  • Pages : 380

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.


Structural Equation Modeling

Structural Equation Modeling

PDF Structural Equation Modeling Download

  • Author: Robert Cudeck
  • Publisher: Scientific Software International
  • ISBN: 9780894980497
  • Category : Mathematics
  • Languages : en
  • Pages : 628


Basics of Structural Equation Modeling

Basics of Structural Equation Modeling

PDF Basics of Structural Equation Modeling Download

  • Author: Geoffrey M. Maruyama
  • Publisher: SAGE Publications
  • ISBN: 150632035X
  • Category : Social Science
  • Languages : en
  • Pages : 328

With the availability of software programs, such as LISREL, EQS, and AMOS, modeling (SEM) techniques have become a popular tool for formalized presentation of the hypothesized relationships underlying correlational research and test for the plausibility of hypothesizing for a particular data set. 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


Structural Equation Modeling

Structural Equation Modeling

PDF Structural Equation Modeling Download

  • Author: Rick H. Hoyle
  • Publisher: SAGE
  • ISBN: 0803953186
  • Category : Social Science
  • Languages : en
  • Pages : 313

Reviews some of the major issues facing researchers who wish to use structural equation modeling. This title includes individual chapters that present developments on specification, estimation and testing, statistical power, software comparisons and analyzing multitrait/multimethod data.


New Developments and Techniques in Structural Equation Modeling

New Developments and Techniques in Structural Equation Modeling

PDF New Developments and Techniques in Structural Equation Modeling Download

  • Author: George A. Marcoulides
  • Publisher: Psychology Press
  • ISBN: 1135657815
  • Category : Psychology
  • Languages : en
  • Pages : 354

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.


A Beginner's Guide to Structural Equation Modeling

A Beginner's Guide to Structural Equation Modeling

PDF A Beginner's Guide to Structural Equation Modeling Download

  • Author: Randall E. Schumacker
  • Publisher: Psychology Press
  • ISBN: 1135641919
  • Category : Psychology
  • Languages : en
  • Pages : 537

The second edition features: a CD with all of the book's Amos, EQS, and LISREL programs and data sets; new chapters on importing data issues related to data editing and on how to report research; an updated introduction to matrix notation and programs that illustrate how to compute these calculations; many more computer program examples and chapter exercises; and increased coverage of factors that affect correlation, the 4-step approach to SEM and hypothesis testing, significance, power, and sample size issues. The new edition's expanded use of applications make this book ideal for advanced students and researchers in psychology, education, business, health care, political science, sociology, and biology. A basic understanding of correlation is assumed and an understanding of the matrices used in SEM models is encouraged.


Principles and Practice of Structural Equation Modeling, Fourth Edition

Principles and Practice of Structural Equation Modeling, Fourth Edition

PDF Principles and Practice of Structural Equation Modeling, Fourth Edition Download

  • Author: Rex B. Kline
  • Publisher: Guilford Publications
  • ISBN: 1462523358
  • Category : Social Science
  • Languages : en
  • Pages : 553

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.


Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R

Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R

PDF Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R Download

  • Author: Joseph F. Hair Jr.
  • Publisher: Springer Nature
  • ISBN: 3030805190
  • Category : Business & Economics
  • Languages : en
  • Pages : 208

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.


Structural Equation Modeling for Social and Personality Psychology

Structural Equation Modeling for Social and Personality Psychology

PDF Structural Equation Modeling for Social and Personality Psychology Download

  • Author: Rick H Hoyle
  • Publisher: SAGE
  • ISBN: 1446209474
  • Category : Psychology
  • Languages : en
  • Pages : 122

Structural Equation Modeling offers a nontechnical presentation of SEM with an emphasis on applications in social and personality psychology. The presentation begins with a discussion of the relation between SEM and statistical strategies widely used in social and personality psychology such as analysis of variance, multiple regression analysis, and factor analysis. This introduction is followed by a nontechnical presentation of the terminology, notation, and steps followed in a typical application of SEM. The reminder of the volume offers a practically-oriented presentation of specific applications using examples typical of social and personality psychology and offering advice for dealing with relevant issues such as missing data, choice of software, and best practices for interpreting and reporting results. The SAGE Library in Social and Personality Psychology Methods provides students and researchers with an understanding of the methods and techniques essential to conducting cutting-edge research. Each volume within the Library explains a specific topic and has been written by an active scholar (or scholars) with expertise in that particular methodological domain. Assuming no prior knowledge of the topic, the volumes are clear and accessible for all readers. In each volume, a topic is introduced, applications are discussed, and readers are led step by step through worked examples. In addition, advice about how to interpret and prepare results for publication are presented.