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Direction dependence analysis : foundations and statistical methods / Wolfgang Wiedermann, University of Missouri, Columbia, Alexander von Eye, Michigan State University.
- Format:
- Book
- Author/Creator:
- Wiedermann, Wolfgang, 1981- author.
- Eye, Alexander von, author.
- Language:
- English
- Subjects (All):
- Dependence (Statistics).
- Physical Description:
- 1 online resource (xv, 370 pages) : illustrations.
- Place of Publication:
- Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2025.
- Summary:
- "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.
- Contents:
- Thelinear regression model
- Asymmetry properties of distributions of observed variables
- Asymmetry properties of error distributions
- Independence properties of causes and errors
- Direction of dependence under latent confounding
- The integrated framework of direction dependence analysis
- Stability and sensitivity analyses
- Extensions and applications
- Statistical software
- Concluding remarks.
- Notes:
- Includes bibliographical references and index.
- Online resource; title from PDF title page (Cambridge University Press, viewed November 10, 2025).
- Other Format:
- Print version: Wiedermann, Wolfgang, 1981- Direction dependence analysis
- ISBN:
- 9781009381437
- 1009381431
- 9781009381420
- 1009381423
- OCLC:
- 1509410042
- Publisher Number:
- CIPO000234974
- CIPO000287854
- Access Restriction:
- Restricted for use by site license
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