Direction dependence analysis : foundations and statistical methods / Wolfgang Wiedermann, University of Missouri, Columbia, Alexander von Eye, Michigan State University.

Author/creator Wiedermann, Wolfgang, 1981- author.
Other author Eye, Alexander von, author.
Format Book
PublicationCambridge, UK ; New York, NY : Cambridge University Press, 2025.
Copyright Date©2025
Descriptionxv, 370 pages : illustrations ; 24 cm
Subjects
Dependence (Statistics)
Dépendance (Statistique)

Contents 1. Introduction -- 2. The linear regression model -- 3. Asymmetry properties of distributions of observed variables -- 4. Asymmetry properties of error distributions -- 5. Independence properties of causes and errors -- 6. Direction of dependence under latent confounding -- 7. The integrated framework of Direction Dependence Analysis -- 8. Stability and sensitivity analyses -- 9. Extensions and applications -- 10. Statistical software -- 11. Concluding remarks.
Abstract "Discover the groundbreaking Direction Dependence Analysis (DDA), a powerful statistical method that enhances traditional regression and structural modeling by evaluating causal direction between variables. This book offers formal DDA methodologies, real-world applications, and introduces userfriendly DDA software for effective data analysis"-- provided by publisher.
Bibliography noteIncludes bibliographical references and index.
Issued in other formOnline version: Wiedermann, Wolfgang, 1981- Direction dependence analysis Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2025 9781009381437
Issued in other formebook version : 9781009381437
LCCN 2024058147
ISBN9781009381413 hardcover
ISBN1009381415 hardcover
ISBN9781009381390 paperback
ISBN1009381393 paperback
ISBNelectronic publication
Standard identifier# CIPO000234973

Availability

Library Location Call Number Status Item Actions
Joyner General Stacks QA273.18 .W54 2025 ✔ Available Place Hold