The Scientific Use of Factor Analysis in Behavioral and Life Sciences

The Scientific Use of Factor Analysis in Behavioral and Life Sciences PDF Author: Raymond Cattell
Publisher: Springer Science & Business Media
ISBN: 1468422626
Category : Science
Languages : en
Pages : 635

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Book Description

The Scientific Use of Factor Analysis in Behavioral and Life Sciences

The Scientific Use of Factor Analysis in Behavioral and Life Sciences PDF Author: Raymond Cattell
Publisher: Springer Science & Business Media
ISBN: 1468422626
Category : Science
Languages : en
Pages : 635

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Book Description


Factor Analysis

Factor Analysis PDF Author: Richard L. Gorsuch
Publisher: Routledge
ISBN: 131756488X
Category : Psychology
Languages : en
Pages : 350

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Book Description
Comprehensive and comprehensible, this classic text covers the basic and advanced topics essential for using factor analysis as a scientific tool in psychology, education, sociology, and related areas. Emphasizing the usefulness of the techniques, it presents sufficient mathematical background for understanding and applying its use. This includes the theory as well as the empirical evaluations. The overall goal is to show readers how to use factor analysis in their substantive research by highlighting when the differences in mathematical procedures have a major impact on the substantive conclusions, when the differences are not relevant, and when factor analysis might not be the best procedure to use. Although the original version was written years ago, the book maintains its relevance today by providing readers with a thorough understanding of the basic mathematical models so they can easily apply these models to their own research. Readers are presented with a very complete picture of the "inner workings" of these methods. The new Introduction highlights the remarkably few changes that the author would make if he were writing the book today. An ideal text for courses on factor analysis or as a supplement for multivariate analysis, structural equation modeling, or advanced quantitative techniques taught in psychology, education, and other social and behavioral sciences, researchers who use these techniques also appreciate this book’s thorough review of the basic models. Prerequisites include a graduate level course on statistics and a basic understanding of algebra. Sections with an asterisk can be skipped entirely if preferred.

Latent Variable Models and Factor Analysis

Latent Variable Models and Factor Analysis PDF Author: David J. Bartholomew
Publisher: John Wiley & Sons
ISBN: 1119973708
Category : Mathematics
Languages : en
Pages : 241

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Book Description
Latent Variable Models and Factor Analysis provides a comprehensive and unified approach to factor analysis and latent variable modeling from a statistical perspective. This book presents a general framework to enable the derivation of the commonly used models, along with updated numerical examples. Nature and interpretation of a latent variable is also introduced along with related techniques for investigating dependency. This book: Provides a unified approach showing how such apparently diverse methods as Latent Class Analysis and Factor Analysis are actually members of the same family. Presents new material on ordered manifest variables, MCMC methods, non-linear models as well as a new chapter on related techniques for investigating dependency. Includes new sections on structural equation models (SEM) and Markov Chain Monte Carlo methods for parameter estimation, along with new illustrative examples. Looks at recent developments on goodness-of-fit test statistics and on non-linear models and models with mixed latent variables, both categorical and continuous. No prior acquaintance with latent variable modelling is pre-supposed but a broad understanding of statistical theory will make it easier to see the approach in its proper perspective. Applied statisticians, psychometricians, medical statisticians, biostatisticians, economists and social science researchers will benefit from this book.

Exploratory Factor Analysis

Exploratory Factor Analysis PDF Author: Leandre R. Fabrigar
Publisher: Oxford University Press
ISBN: 0199734178
Category : Medical
Languages : en
Pages : 170

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Book Description
This book provides a non-mathematical introduction to the theory and application of Exploratory Factor Analysis. Among the issues discussed are the use of confirmatory versus exploratory factor analysis, the use of principal components analysis versus common factor analysis, and procedures for determining the appropriate number of factors.

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

A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio PDF Author: Marley Watkins
Publisher: Routledge
ISBN: 1000336565
Category : Psychology
Languages : en
Pages : 199

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Book Description
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.

A Step-by-Step Guide to Exploratory Factor Analysis with SPSS

A Step-by-Step Guide to Exploratory Factor Analysis with SPSS PDF Author: Marley W. Watkins
Publisher: Routledge
ISBN: 1000400271
Category : Computers
Languages : en
Pages : 210

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Book Description
This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using SPSS. In this book, Dr. Watkins systematically reviews each decision step in EFA with screen shots and code from SPSS 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 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.

A Step-by-Step Guide to Exploratory Factor Analysis with Stata

A Step-by-Step Guide to Exploratory Factor Analysis with Stata PDF Author: Marley W. Watkins
Publisher: Routledge
ISBN: 1000426858
Category : Psychology
Languages : en
Pages : 210

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Book Description
This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using Stata. In this book, Dr. Watkins systematically reviews each decision step in EFA with screen shots of Stata 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 when 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.

The Routledge Handbook of Research Methods in the Study of Religion

The Routledge Handbook of Research Methods in the Study of Religion PDF Author: Steven Engler
Publisher: Routledge
ISBN: 1136577653
Category : Religion
Languages : en
Pages : 570

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Book Description
This is the first comprehensive survey in English of research methods in the field of religious studies. It is designed to enable non-specialists and students at upper undergraduate and graduate levels to understand the variety of research methods used in the field. The aim is to create awareness of the relevant methods currently available and to stimulate an active interest in exploring unfamiliar methods, encouraging their use in research and enabling students and scholars to evaluate academic work with reference to methodological issues. A distinguished team of contributors cover a broad spectrum of topics, from research ethics, hermeneutics and interviewing, to Internet research and video-analysis. Each chapter covers practical issues and challenges, the theoretical basis of the respective method, and the way it has been used in religious studies, illustrated by case studies.

Factor analysis and principal component analysis

Factor analysis and principal component analysis PDF Author: Giovanni Di Franco
Publisher: FrancoAngeli
ISBN: 8891700827
Category : Social Science
Languages : en
Pages : 246

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Book Description
1120.23

Handbook of Research Methods in Public Administration, Second Edition

Handbook of Research Methods in Public Administration, Second Edition PDF Author: Gerald J. Miller
Publisher: CRC Press
ISBN: 9780824702137
Category : Political Science
Languages : en
Pages : 680

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Book Description
This comprehensive handbook covers a wide variety of quantitative methods used for research in public administration, public policy, and nonprofit management, including theory-building and testing, increasing the readers awareness and command of analytical tools critical to the resolution of complex problems. Providing bibliographic citations and over 370 tables, equations, and drawings, the book compares the function of quantitative techniques in past and present public administration literature and practices, furnishes information for visualizing, planning, and implementing research projects, and explores potential applications of quantitative public administration.