The Robustness Of Confirmatory Factor Analysis To Model Misspecification And Violations Of Normality
DOWNLOAD
Download The Robustness Of Confirmatory Factor Analysis To Model Misspecification And Violations Of Normality PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get The Robustness Of Confirmatory Factor Analysis To Model Misspecification And Violations Of Normality book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
The Robustness Of Confirmatory Factor Analysis To Model Misspecification And Violations Of Normality
DOWNLOAD
Author : Patrick J. Curran
language : en
Publisher:
Release Date : 1994
The Robustness Of Confirmatory Factor Analysis To Model Misspecification And Violations Of Normality written by Patrick J. Curran and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Factor analysis categories.
Robustness In Confirmatory Factor Analysis
DOWNLOAD
Author : Youngkyoung Min
language : en
Publisher:
Release Date : 2008
Robustness In Confirmatory Factor Analysis written by Youngkyoung Min and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.
When the scale was set by specifying factor loadings equal to one, there were no important effects of the factors on the factor loading, factor variance, or factor covariance estimates. Results for standard error estimates indicate that Robust ML estimates were superior to the non-robust estimates in the bias of the standard error estimates for the non-normal distributions, and the standard error estimates were underestimated for the distribution with positive kurtosis and overestimated for the distribution with negative kurtosis. From the results, it can be concluded that ML estimation method should be adopted for a normal distribution regardless of sample size, model, and scale-setting method to obtain less biased estimates of parameters and standard errors, and Robust ML should be used for nonnormal distributions to improve estimation of standard errors. However, Robust ML estimation works very well even for a normal distribution and some cases better than GLS. It was also found that robust estimation generally worked better than non-robust estimation for the nonnormal distributions regardless of the sample size and the model type. When the distribution is non-normal, Robust GLS generally performs well, although Robust ML has less bias than Robust GLS.
Nonrecursive Models
DOWNLOAD
Author : Pamela Paxton
language : en
Publisher: SAGE
Release Date : 2011-03-08
Nonrecursive Models written by Pamela Paxton and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-03-08 with Mathematics categories.
Nonrecursive Models is a clear and concise introduction to the estimation and assessment of nonrecursive simultaneous equation models. This unique monograph gives practical advice on the specification and identification of simultaneous equation models, how to assess the quality of the estimates, and how to correctly interpret results.
Confirmatory Factor Analysis
DOWNLOAD
Author : Donna Harrington
language : en
Publisher: Oxford University Press
Release Date : 2009
Confirmatory Factor Analysis written by Donna Harrington and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Medical categories.
Measures that are reliable, valid and can be used across diverse populations are vital to social work research, but the development of new measures is an expensive and time-consuming process. An array of existing measures can provide a cost-effective alternative, but in order to take this expedient step with confidence, researchers must ensure that the existing measure is appropriate for the new study. Confirmatory factory analysis (CFA) is one way to do so, and in this clearly written pocket guide Donna Harrington provides social work researchers with an essential roadmap to the highlights of CFA's powers and how to harness them.CFA has four primary functions-- psychometric evaluation of measures, construct validation, testing method effects, and testing measurement invariance-- all of which Harrington makes exceedingly accessible. She includes an easy-to-follow overview of the method, step-by-step guides to creating a CFA model and assessing its fit, and clear explanations of the requirements for using CFA, as well as underscoring the issues that are necessary to consider in alternative situations, such as when multiple groups are involved. Real-world examples, screenshots from the Amos software program that can be used to conduct CFA, and reading suggestions for each chapter make the material accessible for even the greenest novice.This pocket guide is ideally suited for readers who plan to conduct CFA analyses and need a brief, non-technical introduction to the topic to get them started before getting into the more detailed and technical literature, as well as readers who do not plan to conduct CFA analyses, but want to be knowledgeable consumers of research literature that uses CFA.
Poetas Argentinos Contempor Neos
DOWNLOAD
Author : Ruth Fernández
language : en
Publisher:
Release Date : 1991
Poetas Argentinos Contempor Neos written by Ruth Fernández and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Argentine poetry categories.
Advances In Psychological Science Social Personal And Cultural Aspects
DOWNLOAD
Author : John G. Adair
language : en
Publisher: Psychology Press
Release Date : 1998
Advances In Psychological Science Social Personal And Cultural Aspects written by John G. Adair and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Psychology categories.
The volumes Advances in Psychological Science are the most timely reviews for a person who wants an up-to-date "state-of-the-art" description of selected topics in psychology. These volumes will be useful for the graduate student to get a perspective on the latest developments in psychology today. The chapters are written in a non-technical manner, i.e., not for the specialist, but for the educated psychologist who wishes to see developments across the spectrum of psychology. They may be used for teaching or by experts who wish an overview of recent advances in their science. The chapters uniquely reflect the international or global character of psychology, both in the authors selected to write them, and in their coverage of research from around the world. Volume 1 contains original contributions to the social, personal, and cultural aspects of the discipline.
Confirmatory Factor Analysis
DOWNLOAD
Author : J. Micah Roos
language : en
Publisher: SAGE Publications
Release Date : 2021-10-19
Confirmatory Factor Analysis written by J. Micah Roos and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-19 with Social Science categories.
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.
Dissertation Abstracts International
DOWNLOAD
Author :
language : en
Publisher:
Release Date : 1994
Dissertation Abstracts International written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Dissertations, Academic categories.
Confirmatory Factor Analysis For Applied Research
DOWNLOAD
Author : Timothy A. Brown
language : en
Publisher: Guilford Publications
Release Date : 2014-12-29
Confirmatory Factor Analysis For Applied Research written by Timothy A. Brown and has been published by Guilford Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-29 with Psychology categories.
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.
Handbook Of Structural Equation Modeling
DOWNLOAD
Author : Rick H. Hoyle
language : en
Publisher: Guilford Publications
Release Date : 2014-01-01
Handbook Of Structural Equation Modeling written by Rick H. Hoyle and has been published by Guilford Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-01 with Psychology categories.
The first comprehensive structural equation modeling (SEM) handbook, this accessible volume presents both the mechanics of SEM and specific SEM strategies and applications. The editor, 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.