A Step By Step Guide To Exploratory Factor Analysis With Stata

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

Marley W. Watkins
A Step by Step Guide to Exploratory Factor Analysis with Stata Book PDF

Author : Marley W. Watkins
Publisher : Routledge
Page : 210 pages
File Size : 42,9 Mb
Release : 2021-09-08
Category : Psychology
ISBN : 9781000426854

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A Step-by-Step Guide to Exploratory Factor Analysis with Stata by Marley W. Watkins Pdf

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.

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

Marley W. Watkins
A Step by Step Guide to Exploratory Factor Analysis with R and RStudio Book PDF

Author : Marley W. Watkins
Publisher : Routledge
Page : 227 pages
File Size : 53,8 Mb
Release : 2020-12-30
Category : Psychology
ISBN : 9781000336825

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A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio by Marley W. Watkins Pdf

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 R and RStudio

Marley Watkins
A Step by Step Guide to Exploratory Factor Analysis with R and RStudio Book PDF

Author : Marley Watkins
Publisher : Routledge
Page : 199 pages
File Size : 55,7 Mb
Release : 2020-12-29
Category : Psychology
ISBN : 9781000336566

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

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

Marley W. Watkins
A Step by Step Guide to Exploratory Factor Analysis with SPSS Book PDF

Author : Marley W. Watkins
Publisher : Routledge
Page : 210 pages
File Size : 42,8 Mb
Release : 2021-06-21
Category : Computers
ISBN : 9781000400274

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A Step-by-Step Guide to Exploratory Factor Analysis with SPSS by Marley W. Watkins Pdf

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.

Market Research

Erik Mooi,Marko Sarstedt,Irma Mooi-Reci
Market Research Book PDF

Author : Erik Mooi,Marko Sarstedt,Irma Mooi-Reci
Publisher : Springer
Page : 429 pages
File Size : 51,7 Mb
Release : 2017-11-01
Category : Business & Economics
ISBN : 9789811052187

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Market Research by Erik Mooi,Marko Sarstedt,Irma Mooi-Reci Pdf

This book is an easily accessible and comprehensive guide which helps make sound statistical decisions, perform analyses, and interpret the results quickly using Stata. It includes advanced coverage of ANOVA, factor, and cluster analyses in Stata, as well as essential regression and descriptive statistics. It is aimed at those wishing to know more about the process, data management, and most commonly used methods in market research using Stata. The book offers readers an overview of the entire market research process from asking market research questions to collecting and analyzing data by means of quantitative methods. It is engaging, hands-on, and includes many practical examples, tips, and suggestions that help readers apply and interpret quantitative methods, such as regression, factor, and cluster analysis. These methods help researchers provide companies with useful insights.

Applied Statistics Using Stata

Mehmet Mehmetoglu,Tor Georg Jakobsen
Applied Statistics Using Stata Book PDF

Author : Mehmet Mehmetoglu,Tor Georg Jakobsen
Publisher : SAGE
Page : 421 pages
File Size : 43,8 Mb
Release : 2022-04-26
Category : Social Science
ISBN : 9781529788464

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Applied Statistics Using Stata by Mehmet Mehmetoglu,Tor Georg Jakobsen Pdf

Straightforward, clear, and applied, this book will give you the theoretical and practical basis you need to apply data analysis techniques to real data. Combining key statistical concepts with detailed technical advice, it addresses common themes and problems presented by real research, and shows you how to adjust your techniques and apply your statistical knowledge to a range of datasets. It also embeds code and software output throughout and is supported by online resources to enable practice and safe experimentation. The book includes: · Original case studies and data sets · Practical exercises and lists of commands for each chapter · Downloadable Stata programmes created to work alongside chapters · A wide range of detailed applications using Stata · Step-by-step guidance on writing the relevant code. This is the perfect text for anyone doing statistical research in the social sciences getting started using Stata for data analysis.

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

Marley W. Watkins
A Step By Step Guide to Exploratory Factor Analysis with R and RStudio Book PDF

Author : Marley W. Watkins
Publisher : Routledge
Page : 184 pages
File Size : 43,7 Mb
Release : 2021
Category : Psychology
ISBN : 1003120008

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A Step-By-Step Guide to Exploratory Factor Analysis with R and RStudio by Marley W. Watkins Pdf

"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 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"--

Exploratory Factor Analysis

Leandre R. Fabrigar,Duane T. Wegener
Exploratory Factor Analysis Book PDF

Author : Leandre R. Fabrigar,Duane T. Wegener
Publisher : Oxford University Press
Page : 176 pages
File Size : 40,8 Mb
Release : 2011-12-22
Category : Psychology
ISBN : 9780199813513

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Exploratory Factor Analysis by Leandre R. Fabrigar,Duane T. Wegener Pdf

Exploratory Factor Analysis (EFA) has played a major role in research conducted in the social sciences for more than 100 years, dating back to the pioneering work of Spearman on mental abilities. Since that time, EFA has become one of the most commonly used quantitative methods in many of the social sciences, including psychology, business, sociology, education, political science, and communications. To a lesser extent, it has also been utilized within the physical and biological sciences. Despite its long and widespread usage in many domains, numerous aspects of the underlying theory and application of EFA are poorly understood by researchers. Indeed, perhaps no widely used quantitative method requires more decisions on the part of a researcher and offers as wide an array of procedural options as EFA does. This book provides a non-mathematical introduction to the underlying theory of EFA and reviews the key decisions that must be made in its implementation. Among the issues discussed are the use of confirmatory versus exploratory factor analysis, the use of principal components analysis versus common factor analysis, procedures for determining the appropriate number of factors, and methods for rotating factor solutions. Explanations and illustrations of the application of different factor analytic procedures are provided for analyses using common statistical packages (SPSS and SAS), as well as a free package available on the web (Comprehensive Exploratory Factor Analysis). In addition, practical instructions are provided for conducting a number of useful factor analytic procedures not included in the statistical packages.

Practical Statistics

David Kremelberg
Practical Statistics Book PDF

Author : David Kremelberg
Publisher : Unknown
Page : 513 pages
File Size : 42,6 Mb
Release : 2011
Category : SPSS for Windows
ISBN : 1483385655

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Practical Statistics by David Kremelberg Pdf

This book provides readers with step-by-step guidance on running a wide variety of statistical analyses in SPSS, Stata, & other programmes. David Kremelberg begins his user-friendly text by covering charts & graphs through regression, time-series analysis, & factor analysis.

Using Stata for Quantitative Analysis

Kyle C. Longest
Using Stata for Quantitative Analysis Book PDF

Author : Kyle C. Longest
Publisher : SAGE Publications
Page : 282 pages
File Size : 48,6 Mb
Release : 2014-07-02
Category : Social Science
ISBN : 9781483356648

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Using Stata for Quantitative Analysis by Kyle C. Longest Pdf

Using Stata for Quantitative Analysis, Second Edition offers a brief, but thorough introduction to analyzing data with Stata software. It can be used as a reference for any statistics or methods course across the social, behavioral, and health sciences since these fields share a relatively similar approach to quantitative analysis. In this book, author Kyle Longest teaches the language of Stata from an intuitive perspective, furthering students’ overall retention and allowing a student with no experience in statistical software to work with data in a very short amount of time. The self-teaching style of this book enables novice Stata users to complete a basic quantitative research project from start to finish. The Second Edition covers the use of Stata 13 and can be used on its own or as a supplement to a research methods or statistics textbook.

Introduction to Factor Analysis

Jae-On Kim,Charles W. Mueller
Introduction to Factor Analysis Book PDF

Author : Jae-On Kim,Charles W. Mueller
Publisher : SAGE
Page : 84 pages
File Size : 47,6 Mb
Release : 1978-11
Category : Mathematics
ISBN : 0803911653

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Introduction to Factor Analysis by Jae-On Kim,Charles W. Mueller Pdf

Describes the mathematical and logical foundations at a level that does not presume advanced mathematical or statistical skills. It illustrates how to do factor analysis with several of the more popular packaged computer programs.

Discovering Structural Equation Modeling Using Stata

Alan C. Acock
Discovering Structural Equation Modeling Using Stata Book PDF

Author : Alan C. Acock
Publisher : Stata Press
Page : 0 pages
File Size : 47,5 Mb
Release : 2013-04-01
Category : Mathematics
ISBN : 1597181331

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Discovering Structural Equation Modeling Using Stata by Alan C. Acock Pdf

Discovering Structural Equation Modeling Using Stata is devoted to Stata’s sem command and all it can do. You’ll learn about its capabilities in the context of confirmatory factor analysis, path analysis, structural equation modeling, longitudinal models, and multiple-group analysis. The book describes each model along with the necessary Stata code, which is parsimonious, powerful, and can be modified to fit a wide variety of models. Downloadable data sets enable you to run the programs and learn in a hands-on way. A particularly exciting feature of Stata is the SEM Builder. This graphic interface for structural equation modeling allows you to draw publication-quality path diagrams and fit the models without writing any programming code. When you fit a model with the SEM Builder, Stata automatically generates the complete code that you can save for future use. Use of this unique tool is extensively covered in an appendix, and brief examples appear throughout the text. Requiring minimal background in multiple regression, this practical reference is designed primarily for those new to structural equation modeling. Some experience with Stata would be helpful but is not essential. Readers already familiar with structural equation modeling will also find the book’s State code useful.

Factor Analysis

Jae-On Kim,Charles W. Mueller
Factor Analysis Book PDF

Author : Jae-On Kim,Charles W. Mueller
Publisher : SAGE
Page : 92 pages
File Size : 45,7 Mb
Release : 1978-11
Category : Reference
ISBN : 0803911661

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Factor Analysis by Jae-On Kim,Charles W. Mueller Pdf

Describes various commonly used methods of initial factoring and factor rotation. In addition to a full discussion of exploratory factor analysis, confirmatory factor analysis and various methods of constructing factor scales are also presented.

Confirmatory Factor Analysis for Applied Research, Second Edition

Timothy A. Brown
Confirmatory Factor Analysis for Applied Research Second Edition Book PDF

Author : Timothy A. Brown
Publisher : Guilford Publications
Page : 482 pages
File Size : 50,9 Mb
Release : 2015-01-07
Category : Science
ISBN : 9781462517794

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Confirmatory Factor Analysis for Applied Research, Second Edition by Timothy A. Brown Pdf

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 ...

Discovering Structural Equation Modeling Using Stata 13 (Revised Edition)

Alan C. Acock
Discovering Structural Equation Modeling Using Stata 13 Revised Edition Book PDF

Author : Alan C. Acock
Publisher : Stata Press
Page : 306 pages
File Size : 42,5 Mb
Release : 2013-09-10
Category : Mathematics
ISBN : 1597181390

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Discovering Structural Equation Modeling Using Stata 13 (Revised Edition) by Alan C. Acock Pdf

Discovering Structural Equation Modeling Using Stata, Revised Edition is devoted to Stata’s sem command and all it can do. Learn about its capabilities in the context of confirmatory factor analysis, path analysis, structural equation modeling, longitudinal models, and multiple-group analysis. Each model is presented along with the necessary Stata code, which is parsimonious, powerful, and can be modified to fit a wide variety of models. The datasets used are downloadable, offering a hands-on approach to learning. A particularly exciting feature of Stata is the SEM Builder. This graphical interface for structural equation modeling allows you to draw publication-quality path diagrams and fit the models without writing any programming code. When you fit a model with the SEM Builder, Stata automatically generates the complete code that you can save for future use. Use of this unique tool is extensively covered in an appendix and brief examples appear throughout the text.