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Configural Frequency Analysis
- Foundations, Models, and Applications
Engelsk Paperback
Configural Frequency Analysis
- Foundations, Models, and Applications
Engelsk Paperback

970 kr
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Om denne bog

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.



Product detaljer
Sprog:
Engelsk
Sider:
393
ISBN-13:
9783662640104
Indbinding:
Paperback
Udgave:
ISBN-10:
3662640104
Udg. Dato:
5 jan 2023
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Oplagsdato:
5 jan 2023
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