Confirmatory Factor Analysis for Applied Research, Second Edition

2015-01-07
Confirmatory Factor Analysis for Applied Research, Second Edition

PDF Confirmatory Factor Analysis for Applied Research, Second Edition Download

  • Author: Timothy A. Brown
  • Publisher: Guilford Publications
  • ISBN: 146251779X
  • Category : Science
  • Languages : en
  • Pages : 482

This accessible book has established itself as the go-to resource on confirmatory factor analysis (CFA) for its emphasis on practical and conceptual aspects rather than mathematics or formulas. Detailed, worked-through examples drawn from psychology, management, and sociology studies illustrate the procedures, pitfalls, and extensions of CFA methodology. The text shows how to formulate, program, and interpret CFA models using popular latent variable software packages (LISREL, Mplus, EQS, SAS/CALIS); understand the similarities ...

Confirmatory Factor Analysis for Applied Research

2014-12-29
Confirmatory Factor Analysis for Applied Research

PDF Confirmatory Factor Analysis for Applied Research Download

  • Author: Timothy A. Brown
  • Publisher: Guilford Publications
  • ISBN: 1462517811
  • Category : Psychology
  • Languages : en
  • Pages : 483

With its emphasis on practical and conceptual aspects, rather than mathematics or formulas, this accessible book has established itself as the go-to resource on confirmatory factor analysis (CFA). Detailed, worked-through examples drawn from psychology, management, and sociology studies illustrate the procedures, pitfalls, and extensions of CFA methodology. The text shows how to formulate, program, and interpret CFA models using popular latent variable software packages (LISREL, Mplus, EQS, SAS/CALIS); understand the similarities and differences between CFA and exploratory factor analysis (EFA); and report results from a CFA study. It is filled with useful advice and tables that outline the procedures. The companion website (www.guilford.com/brown3-materials) offers data and program syntax files for most of the research examples, as well as links to CFA-related resources. New to This Edition *Updated throughout to incorporate important developments in latent variable modeling. *Chapter on Bayesian CFA and multilevel measurement models. *Addresses new topics (with examples): exploratory structural equation modeling, bifactor analysis, measurement invariance evaluation with categorical indicators, and a new method for scaling latent variables. *Utilizes the latest versions of major latent variable software packages.

Assessing Measurement Invariance for Applied Research

2021-06-03
Assessing Measurement Invariance for Applied Research

PDF Assessing Measurement Invariance for Applied Research Download

  • Author: Craig S. Wells
  • Publisher: Cambridge University Press
  • ISBN: 1108485227
  • Category : Education
  • Languages : en
  • Pages : 417

This user-friendly guide illustrates how to assess measurement invariance using computer programs, statistical methods, and real data.

Confirmatory Factor Analysis

2021-10-19
Confirmatory Factor Analysis

PDF Confirmatory Factor Analysis Download

  • Author: J. Micah Roos
  • Publisher: SAGE Publications
  • ISBN: 154437514X
  • Category : Social Science
  • Languages : en
  • Pages : 107

Measurement connects theoretical concepts to what is observable in the empirical world, and is fundamental to all social and behavioral research. In this volume, J. Micah Roos and Shawn Bauldry introduce a popular approach to measurement: Confirmatory Factor Analysis (CFA). As the authors explain, CFA is a theoretically informed statistical framework for linking multiple observed variables to latent variables that are not directly measurable. The authors begin by defining terms, introducing notation, and illustrating a wide variety of measurement models with different relationships between latent and observed variables. They proceed to a thorough treatment of model estimation, followed by a discussion of model fit. Most of the volume focuses on measures that approximate continuous variables, but the authors also devote a chapter to categorical indicators. Each chapter develops a different example (sometimes two) covering topics as diverse as racist attitudes, theological conservatism, leadership qualities, psychological distress, self-efficacy, beliefs about democracy, and Christian nationalism drawn mainly from national surveys. Data to replicate the examples are available on a companion website, along with code for R, Stata, and Mplus.

The Encyclopedia of Research Methods in Criminology and Criminal Justice, 2 Volume Set

2021-09-08
The Encyclopedia of Research Methods in Criminology and Criminal Justice, 2 Volume Set

PDF The Encyclopedia of Research Methods in Criminology and Criminal Justice, 2 Volume Set Download

  • Author: J. C. Barnes
  • Publisher: John Wiley & Sons
  • ISBN: 1119110726
  • Category : Social Science
  • Languages : de
  • Pages : 967

The Encyclopedia of RESEARCH METHODS IN CRIMINOLOGY & CRIMINAL JUSTICE The most comprehensive reference work on research designs and methods in criminology and criminal justice This Encyclopedia of Research Methods in Criminology and Criminal Justice offers a comprehensive survey of research methodologies and statistical techniques that are popular in criminology and criminal justice systems across the globe. With contributions from leading scholars and practitioners in the field, it offers a clear insight into the techniques that are currently in use to answer the pressing questions in criminology and criminal justice. The Encyclopedia contains essential information from a diverse pool of authors about research designs grounded in both qualitative and quantitative approaches. It includes information on popular datasets and leading resources of government statistics. In addition, the contributors cover a wide range of topics such as: the most current research on the link between guns and crime, rational choice theory, and the use of technology like geospatial mapping as a crime reduction tool. This invaluable reference work: Offers a comprehensive survey of international research designs, methods, and statistical techniques Includes contributions from leading figures in the field Contains data on criminology and criminal justice from Cambridge to Chicago Presents information on capital punishment, domestic violence, crime science, and much more Helps us to better understand, explain, and prevent crime Written for undergraduate students, graduate students, and researchers, The Encyclopedia of Research Methods in Criminology and Criminal Justice is the first reference work of its kind to offer a comprehensive review of this important topic.

Handbook of Applied Multivariate Statistics and Mathematical Modeling

2000-05-22
Handbook of Applied Multivariate Statistics and Mathematical Modeling

PDF Handbook of Applied Multivariate Statistics and Mathematical Modeling Download

  • Author: Howard E.A. Tinsley
  • Publisher: Academic Press
  • ISBN: 9780080533568
  • Category : Mathematics
  • Languages : en
  • Pages : 721

Multivariate statistics and mathematical models provide flexible and powerful tools essential in most disciplines. Nevertheless, many practicing researchers lack an adequate knowledge of these techniques, or did once know the techniques, but have not been able to keep abreast of new developments. The Handbook of Applied Multivariate Statistics and Mathematical Modeling explains the appropriate uses of multivariate procedures and mathematical modeling techniques, and prescribe practices that enable applied researchers to use these procedures effectively without needing to concern themselves with the mathematical basis. The Handbook emphasizes using models and statistics as tools. The objective of the book is to inform readers about which tool to use to accomplish which task. Each chapter begins with a discussion of what kinds of questions a particular technique can and cannot answer. As multivariate statistics and modeling techniques are useful across disciplines, these examples include issues of concern in biological and social sciences as well as the humanities.

A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio

2020-12-30
A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio

PDF A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio Download

  • Author: Marley W. Watkins
  • Publisher: Routledge
  • ISBN: 1000336824
  • Category : Psychology
  • Languages : en
  • Pages : 227

This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using the open source software R. In this book, Dr. Watkins systematically reviews each decision step in EFA with screen shots of R and RStudio code, and recommends evidence-based best practice procedures. This is an eminently applied, practical approach with few or no formulas and is aimed at readers with little to no mathematical background. Dr. Watkins maintains an accessible tone throughout and uses minimal jargon and formula to help facilitate grasp of the key issues users will face while applying EFA, along with how to implement, interpret, and report results. Copious scholarly references and quotations are included to support the reader in responding to editorial reviews. This is a valuable resource for upper-level undergraduate and postgraduate students, as well as for more experienced researchers undertaking multivariate or structure equation modeling courses across the behavioral, medical, and social sciences.

Handbook of Structural Equation Modeling

2023-02-17
Handbook of Structural Equation Modeling

PDF Handbook of Structural Equation Modeling Download

  • Author: Rick H. Hoyle
  • Publisher: Guilford Publications
  • ISBN: 1462544649
  • Category : Business & Economics
  • Languages : en
  • Pages : 801

"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"--

Exploratory Factor Analysis

2019-09-05
Exploratory Factor Analysis

PDF Exploratory Factor Analysis Download

  • Author: W. Holmes Finch
  • Publisher: SAGE Publications
  • ISBN: 1544339879
  • Category : Social Science
  • Languages : en
  • Pages : 133

A firm knowledge of factor analysis is key to understanding much published research in the social and behavioral sciences. Exploratory Factor Analysis by W. Holmes Finch provides a solid foundation in exploratory factor analysis (EFA), which along with confirmatory factor analysis, represents one of the two major strands in this field. The book lays out the mathematical foundations of EFA; explores the range of methods for extracting the initial factor structure; explains factor rotation; and outlines the methods for determining the number of factors to retain in EFA. The concluding chapter addresses a number of other key issues in EFA, such as determining the appropriate sample size for a given research problem, and the handling of missing data. It also offers brief introductions to exploratory structural equation modeling, and multilevel models for EFA. Example computer code, and the annotated output for all of the examples included in the text are available on an accompanying website.

Factor Analysis at 100

2007-03-06
Factor Analysis at 100

PDF Factor Analysis at 100 Download

  • Author: Robert Cudeck
  • Publisher: Routledge
  • ISBN: 113559404X
  • Category : Business & Economics
  • Languages : en
  • Pages : 401

Factor analysis is one of the success stories of statistics in the social sciences. The reason for its wide appeal is that it provides a way to investigate latent variables, the fundamental traits and concepts in the study of individual differences. Because of its importance, a conference was held to mark the centennial of the publication of Charles Spearman's seminal 1904 article which introduced the major elements of this invaluable statistical tool. This book evolved from that conference. It provides a retrospective look at major issues and developments as well as a prospective view of future directions in factor analysis and related methods. In so doing, it demonstrates how and why factor analysis is considered to be one of the methodological pillars of behavioral research. Featuring an outstanding collection of contributors, this volume offers unique insights on factor analysis and its related methods. Several chapters have a clear historical perspective, while others present new ideas along with historical summaries. In addition, the book reviews some of the extensions of factor analysis to such techniques as latent growth curve models, models for categorical data, and structural equation models. Factor Analysis at 100 will appeal to graduate students and researchers in the behavioral, social, health, and biological sciences who use this technique in their research. A basic knowledge of factor analysis is required and a working knowledge of linear algebra is helpful.