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£90 today · usual range £85–£92 · best ever £85

Cambridge University Press Direction Dependence Analysis: Foundations and Statistical Methods

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£91.92 £83.86 £85.62 £87.38 £89.13 £90.89 £92.65 11 August 2026 28 August 2026 15 September 2026 02 October 2026 20 October 2026
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Description
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.

Product Specifications
Brand
Cambridge University Press
Format
hardcover
ASIN
1009381415
Category
Books > Subjects > Computing & Internet > Software & Graphics
Domain
Amazon UK
Release Date
14 August 2025
Listed Since
06 December 2024

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