Advances In Configural Frequency Analysis
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Advances In Configural Frequency Analysis
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Author : Alexander von Eye
language : en
Publisher: Guilford Press
Release Date : 2010-04-20
Advances In Configural Frequency Analysis written by Alexander von Eye and has been published by Guilford Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-20 with Psychology categories.
Using real-world data examples, this authoritative book shows how to use the latest configural frequency analysis (CFA) techniques to analyze categorical data. Some of the techniques are presented here for the first time. In contrast to such methods as log-linear modeling, which focus on relationships among variables, CFA allows researchers to evaluate differences and change at the level of individual cells in a table. Illustrated are ways to identify and test for cell configurations that are either consistent with or contrary to hypothesized patterns (the types and antitypes of CFA); control for potential covariates that might influence observed results; develop innovative prediction models; address questions of moderation and mediation; and analyze intensive longitudinal data. The book also describes free software applications for executing CFA. This book will be invaluable to researchers and graduate students in psychology, education, management, public health, sociology, and other social, behavioral, and health science disciplines. It will also serve as a supplemental text in graduate-level courses on categorical data analysis, longitudinal analysis, and person-oriented research.
Advances In Configural Frequency Analysis
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Author : Alexander von Eye
language : en
Publisher: Guilford Press
Release Date : 2010-04-20
Advances In Configural Frequency Analysis written by Alexander von Eye and has been published by Guilford Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-20 with Psychology categories.
Using real-world data examples, this authoritative book shows how to use the latest configural frequency analysis (CFA) techniques to analyze categorical data. Some of the techniques are presented here for the first time. In contrast to methods that focus on relationships among variables, such as log-linear modeling, CFA allows researchers to evaluate differences and change at the level of individual cells in a table. Illustrated are ways to identify and test for cell configurations that are either consistent with or contrary to hypothesized patterns (the types and antitypes of CFA); control for potential covariates that might influence observed results; develop innovative prediction models; address questions of moderation and mediation; and analyze intensive longitudinal data. The book also describes free software applications for executing CFA.
Configural Frequency Analysis
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Author : Alexander von Eye
language : en
Publisher: Springer Nature
Release Date : 2022-01-03
Configural Frequency Analysis written by Alexander von Eye and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-03 with Social Science categories.
This unique book provides a comprehensive and detailed coverage of configural frequency analysis (CFA), the most useful method of analysis of categorical data in person-oriented research. It presents the foundations, methods, and models of CFA and features numerous empirical data examples from a range of disciplines that can be reproduced by the readers. It also addresses computer applications, including relevant R packages and modules. Configural frequency analysis is a statistical method that allows the processing of important and interesting questions in categorical data. The perspective of CFA differs from the usual perspective of relations among variables; its focus is on patterns of variable categories that stand out with respect to specific hypotheses, and as such, CFA allows for testing numerous substantive hypotheses. The book describes the origins of CFA and their relation to chi-square analysis as well as the developments that are based on log-linear modeling. The models covered range from simple models of variable independence to complex models that are needed when causal hypotheses are tested. Empirical data examples are provided for each model. New models are introduced for person-oriented mediation analysis and locally optimized time series analysis, and new results concerning the characteristics of CFA methods are bolstered using Monte Carlo simulations. Primarily intended for researchers and students in the social and behavioral sciences, the book will also appeal to anyone who deals with categorical data from a person-centered perspective.
Charting The Future Of Configural Frequency Analysis Ii
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Author : Erwin Lautsch
language : en
Publisher:
Release Date : 2005
Charting The Future Of Configural Frequency Analysis Ii written by Erwin Lautsch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
Special Issue
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Author : Alexander von Eye
language : en
Publisher:
Release Date : 2005
Special Issue written by Alexander von Eye and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
Charting The Future Of Configural Frequency Analysis
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Author : Erwin Lautsch
language : en
Publisher:
Release Date : 2005
Charting The Future Of Configural Frequency Analysis written by Erwin Lautsch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
Configural Frequency Analysis
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Author : Alexander von Eye
language : en
Publisher: Psychology Press
Release Date : 2002
Configural Frequency Analysis written by Alexander von Eye and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Psychology categories.
Configural Frequency Analysis (CFA) provides an up-to-the-minute comprehensive introduction to its techniques, models, and applications. Written in a formal yet accessible style, actual empirical data examples are used to illustrate key concepts. Step-by-step program sequences are used to show readers how to employ CFA methods using commercial software packages, such as SAS, SPSS, SYSTAT, S-Plus, or those written specifically to perform CFA. CFA is an important method for analyzing results involved with categorical and longitudinal data. It allows one to answer the question of whether individual cells or groups of cells of cross-classifications differ significantly from expectations. The expectations are calculated using methods employed in log-linear modeling or a priori information. It is the only statistical method that allows one to make statements about empty areas in the data space. Applied and or person-oriented researchers, statisticians, and advanced students interested in CFA and categorical and longitudinal data will find this book to be a valuable resource. Developed since 1969, this method is now used by a large number of researchers around the world in a variety of disciplines, including psychology, education, medicine, and sociology. Configural Frequency Analysis will serve as an excellent text for courses on configural frequency analysis, categorical variable analysis, or analysis of contingency tables. Prerequisites include an understanding of descriptive statistics, hypothesis testing, statistical model fitting, and some understanding of categorical data analysis and matrix algebra.
Person Centered Methods
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Author : Mark Stemmler
language : en
Publisher: Springer Nature
Release Date : 2020-08-13
Person Centered Methods written by Mark Stemmler and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-13 with Social Science categories.
This book offers a comprehensible overview of the statistical approach called the person-centered method. Instead of analyzing means, variances and covariances of scale scores as in the common variable-centered approach, the person-centered approach analyzes persons or objects grouped according to their characteristic patterns or configurations in contingency tables. This second edition explores the relationship between two statistical methods: log-linear modeling (LLM) and configural frequency analysis (CFA). Both methods compare expected frequencies with observed frequencies. However, while LLM searches for the underlying dependencies of the involved variables in the data (model-fitting), CFA examines significant residuals in non-fitting models. New developments in the second edition include: Configural Mediation Models, CFA with covariates, moderator CFA, and CFA modeling branches in tree-based methods. The new developments enable the use of categorical together with continuous variables, which makes CFA a very powerful statistical tool. This new edition continues to utilize R-package confreq (derived from Configural Frequency Analysis), much updated since the first edition and newly adjusted to the new R base program 4.0. An electronic supplement is now available with 18 R-scripts and many datasets.
Recent Developments In Time Frequency Analysis
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Author : Leon Cohen
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09
Recent Developments In Time Frequency Analysis written by Leon Cohen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Science categories.
Recent Developments in Time-Frequency Analysis brings together in one place important contributions and up-to-date research results in this fast moving area. Recent Developments in Time-Frequency Analysis serves as an excellent reference, providing insight into some of the most challenging research issues in the field.
Configural Frequency Analysis
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Author : Erwin Lautsch
language : en
Publisher:
Release Date : 2000
Configural Frequency Analysis written by Erwin Lautsch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with categories.