Factor Analysis A Complete Guide - 2019 Edition PDF Download
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Author: Gerardus Blokdyk
Publisher: 5starcooks
ISBN: 9780655545552
Category :
Languages : en
Pages : 306
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Book Description
What is the risk to the target audience(s)? What information systems use or process each information asset? Who has been involved in similar risk situations before? Has a case been built for the risk estimates and recommendations? How much risk reduction is enough? This astounding Factor analysis self-assessment will make you the accepted Factor analysis domain visionary by revealing just what you need to know to be fluent and ready for any Factor analysis challenge. How do I reduce the effort in the Factor analysis work to be done to get problems solved? How can I ensure that plans of action include every Factor analysis task and that every Factor analysis outcome is in place? How will I save time investigating strategic and tactical options and ensuring Factor analysis costs are low? How can I deliver tailored Factor analysis advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Factor analysis essentials are covered, from every angle: the Factor analysis self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Factor analysis outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Factor analysis practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Factor analysis are maximized with professional results. Your purchase includes access details to the Factor analysis self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Factor analysis Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.
Author: Gerardus Blokdyk
Publisher: 5starcooks
ISBN: 9780655545552
Category :
Languages : en
Pages : 306
Get Book Here
Book Description
What is the risk to the target audience(s)? What information systems use or process each information asset? Who has been involved in similar risk situations before? Has a case been built for the risk estimates and recommendations? How much risk reduction is enough? This astounding Factor analysis self-assessment will make you the accepted Factor analysis domain visionary by revealing just what you need to know to be fluent and ready for any Factor analysis challenge. How do I reduce the effort in the Factor analysis work to be done to get problems solved? How can I ensure that plans of action include every Factor analysis task and that every Factor analysis outcome is in place? How will I save time investigating strategic and tactical options and ensuring Factor analysis costs are low? How can I deliver tailored Factor analysis advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Factor analysis essentials are covered, from every angle: the Factor analysis self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Factor analysis outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Factor analysis practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Factor analysis are maximized with professional results. Your purchase includes access details to the Factor analysis self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Factor analysis Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.
Author: Gerardus Blokdyk
Publisher:
ISBN: 9780655103929
Category : Electronic books
Languages : en
Pages : 0
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Book Description
Factor analysis A Complete Guide.
Author: Richard L. Gorsuch
Publisher: Routledge
ISBN: 1317564898
Category : Psychology
Languages : en
Pages : 465
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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.
Author: Paul Kline
Publisher: Routledge
ISBN: 1317725603
Category : Psychology
Languages : en
Pages : 203
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Book Description
Factor analysis is a statistical technique widely used in psychology and the social sciences. With the advent of powerful computers, factor analysis and other multivariate methods are now available to many more people. An Easy Guide to Factor Analysis presents and explains factor analysis as clearly and simply as possible. The author, Paul Kline, carefully defines all statistical terms and demonstrates step-by-step how to work out a simple example of principal components analysis and rotation. He further explains other methods of factor analysis, including confirmatory and path analysis, and concludes with a discussion of the use of the technique with various examples. An Easy Guide to Factor Analysis is the clearest, most comprehensible introduction to factor analysis for students. All those who need to use statistics in psychology and the social sciences will find it invaluable. Paul Kline is Professor of Psychometrics at the University of Exeter. He has been using and teaching factor analysis for thirty years. His previous books include Intelligence: the psychometric view (Routledge 1990) and The Handbook of Psychological Testing (Routledge 1992).
Author: W. Holmes Finch
Publisher: SAGE Publications
ISBN: 1544339879
Category : Social Science
Languages : en
Pages : 133
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Book Description
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.
Author: Marjorie A. Pett
Publisher: SAGE
ISBN: 0761919503
Category : Mathematics
Languages : en
Pages : 369
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Book Description
Many health care practitioners and researchers are aware of the need to employ factor analysis in order to develop more sensitive instruments for data collection. Unfortunately, factor analysis is not a unidimensional approach that is easily understood by even the most experienced of researchers. Making Sense of Factor Analysis: The Use of Factor Analysis for Instrument Development in Health Care Research presents a straightforward explanation of the complex statistical procedures involved in factor analysis. Authors Marjorie A. Pett, Nancy M. Lackey, and John J. Sullivan provide a step-by-step approach to analyzing data using statistical computer packages like SPSS and SAS. Emphasizing the interrelationship between factor analysis and test construction, the authors examine numerous practical and theoretical decisions that must be made to efficiently run and accurately interpret the outcomes of these sophisticated computer programs. This accessible volume will help both novice and experienced health care professionals to Increase their knowledge of the use of factor analysis in health care research Understand journal articles that report the use of factor analysis in test construction and instrument development Create new data collection instruments Examine the reliability and structure of existing health care instruments Interpret and report computer-generated output from a factor analysis run Making Sense of Factor Analysis: The Use of Factor Analysis for Instrument Development in Health Care Research offers a practical method for developing tests, validating instruments, and reporting outcomes through the use of factor analysis. To facilitate learning, the authors provide concrete testing examples, three appendices of additional information, and a glossary of key terms. Ideal for graduate level nursing students, this book is also an invaluable resource for health care researchers.
Author: Gerardus Blokdyk
Publisher: 5starcooks
ISBN: 9780655153924
Category :
Languages : en
Pages : 126
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Book Description
Is the scope of Factor analysis defined? Among the Factor analysis product and service cost to be estimated, which is considered hardest to estimate? Does the Factor analysis performance meet the customer's requirements? What is Effective Factor analysis? How does the Factor analysis manager ensure against scope creep? This easy Factor analysis self-assessment will make you the principal Factor analysis domain authority by revealing just what you need to know to be fluent and ready for any Factor analysis challenge. How do I reduce the effort in the Factor analysis work to be done to get problems solved? How can I ensure that plans of action include every Factor analysis task and that every Factor analysis outcome is in place? How will I save time investigating strategic and tactical options and ensuring Factor analysis opportunity costs are low? How can I deliver tailored Factor analysis advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Factor analysis essentials are covered, from every angle: the Factor analysis self-assessment shows succinctly and clearly that what needs to be clarified to organize the business/project activities and processes so that Factor analysis outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Factor analysis practitioners. Their mastery, combined with the uncommon elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Factor analysis are maximized with professional results. Your purchase includes access details to the Factor analysis self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows your organization exactly what to do next. Your exclusive instant access details can be found in your book.
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.
Author: Leandre R. Fabrigar
Publisher: Oxford University Press
ISBN: 0199813515
Category : Psychology
Languages : en
Pages : 170
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Book Description
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.
Author: Jae-On Kim
Publisher: SAGE
ISBN: 9780803911659
Category : Mathematics
Languages : en
Pages : 84
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Book Description
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.
