Direction Dependence Analysis
Language: English
Published by Cambridge University Press, 2025
- Hardcover
- New
Condition: New
£ 133.39
Quantity: 2 available
Add to basketItem description from seller
While regression analysis is widely understood, it falls short in determining the causal direction of relationships in observational data. In this groundbreaking volume, Wiedermann and von Eye introduce Direction Dependence Analysis (DDA), a novel method that leverages variable information often overlooked by traditional techniques, such as higher-order moments like skewness and kurtosis. DDA reveals the asymmetry properties of regression and correlation, enabling researchers to evaluate competing causal hypotheses, assess the roles of variables in causal flows, and develop statistical methods for testing causal direction. This book provides a comprehensive formal description of DDA, illustrated with both artificial and real-world data examples. Additionally, readers will find free software implementations of DDA, making this an essential resource for researchers seeking to enhance their understanding of causal relationships in data analysis. Sprache: Englisch Gewicht in Gramm: 664.
Seller Inventory # IB-20648671
- Title
- Direction Dependence Analysis
- Author
- Wolfgang Wiedermann, Alexander Von Eye
- Publisher
- Cambridge University Press
- Publication year
- 2025
- Condition
- Neu
- Binding
- Gebundene Ausgabe
- Language
- English
- ISBN 10
- 1009381415
- ISBN 13
- 9781009381413
- Item weight
- 664 grams
"Synopsis" may belong to another edition of this title.
About the Author
Alexander von Eye, is Professor Emeritus of Psychology at Michigan State University. He received his Ph.D. in Psychology from the University of Trier, Germany, in 1976. His work focuses on categorical data analysis, methods of analysis of direction dependence hypotheses, person-oriented research, and human development. He authored texts on, e.g., Configural Frequency Analysis (with Wiedermann), and on log-linear modeling, and he edited, e.g., a book on statistics and causality (with Wiedermann). His over 400 articles appeared in the premier journals of the field, including Psychological Methods, Multivariate Behavioral Research, Child Development, the American Statistician, and the Journal of Applied Statistics.
"About the title" may belong to another edition of this title.
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