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Introduction To Configural Frequency Analysis


Introduction To Configural Frequency Analysis
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Introduction To Configural Frequency Analysis


Introduction To Configural Frequency Analysis
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Author : Alexander von Eye
language : en
Publisher: Cambridge University Press
Release Date : 1990-05-25

Introduction To Configural Frequency Analysis written by Alexander von Eye and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990-05-25 with Psychology categories.


This is a comprehensive introduction to configural frequency analysis, its rationale, and various modifications. When more individuals than expected display a pattern of characteristics, these individuals belong to a type. When fewer individuals than expected display a pattern they belong to an antitype. This book deals with methods that focus on groups of subjects in contingency tables. A many-faceted statistical method, CFA is useful whenever categorical variables are analyzed. The original contribution of this text is the linking of CFA to log-linear modeling and the general linear model, enabling the reader to relate CFA to a well-known statistical background.



Configural Frequency Analysis


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.



Configural Frequency Analysis


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


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.



Configural Frequency Diskette For Ibm Pc


Configural Frequency Diskette For Ibm Pc
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Author : Alexander Von Eye
language : en
Publisher:
Release Date : 1990-09-28

Configural Frequency Diskette For Ibm Pc 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 1990-09-28 with Psychology categories.




Configural Frequency Analysis


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.




Configural Frequency Analysis New Approaches And Applications


Configural Frequency Analysis New Approaches And Applications
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Author : Erwin Lautsch
language : de
Publisher:
Release Date : 2000

Configural Frequency Analysis New Approaches And Applications 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.




The Application Of Configural Frequency Analysis Using Stirling S Formula To Single Case Designs


The Application Of Configural Frequency Analysis Using Stirling S Formula To Single Case Designs
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Author : Marc Aaron Patience
language : en
Publisher:
Release Date : 2015

The Application Of Configural Frequency Analysis Using Stirling S Formula To Single Case Designs written by Marc Aaron Patience and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.


Single case experimental designs (SCEDs) have found their place among a range of fields including psychology, education, and medicine. SCEDs provide rigorous experimental evaluation of treatment effects. Currently, SCED evaluation methods, such as visual analysis and effect size estimation statistics, provide evidence for determining treatment effects. Although useful, best practices for SCED data analysis are debated. Configural frequency analysis (CFA) is introduced as a statistical method for the analysis of data from SCEDs. This research compared CFA statistical significance results to non-overlap SCED analysis methods that do and do not provide for statistical significance, as well as visual analysis methods. As there are currently no agreed upon best methods for the analysis of data obtained by SCEDs, it was important to explore additional statistical methods to aid researchers choosing to utilize SCEDs. CFA was compared to 5 non-overlap treatment effect evaluation methods that provide statistical significance and effect size values, 5 methods that only provide for effect size values, and visual analysis performed by 6 doctoral (PhD) students trained in SCEDs. A review of 23 years of The Journal of Behavior Therapy and The Journal of Behavior Modification resulted in 168 SCED data sets for comparison methods. Graphs were analyzed using each non-overlap effect size procedure as well as CFA. Results suggest that CFA aligned well with existing statistical significance calculations. Visual analysis appeared to align with simple non-overlap effect size methods rather than with CFA calculations, hinting at the importance of including statistical significance when evaluating treatment effects. Overall, this research found that CFA performed well when compared to other SCED data analysis techniques. The electronic version of this dissertation is accessible from http://hdl.handle.net/1969.1/155562



Special Issue Charting The Future Of Configural Frequency Analysis Ii Development And Applications


Special Issue Charting The Future Of Configural Frequency Analysis Ii Development And Applications
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Author : Erwin Lautsch
language : de
Publisher:
Release Date : 2005*

Special Issue Charting The Future Of Configural Frequency Analysis Ii Development And Applications 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.




Charting The Future Of Configural Frequency Analysis Ii


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.