Direction dependence in statistical modeling : methods of analysis /: methods of analysis. (2020)

• Record Type: Book
• Further Information: Note: Edited by Wolfgang Wiedermann, Daeyoung Kim, Engin Sungur, Alexander von Eye.
• Editors: Wiedermann, Wolfgang, 1981-; Kim, Daeyoung; Sungur, Engin; Eye, Alexander von
• Contents: ABOUT THE EDITORS NOTES ON CONTRIBUTORS ACKNOWLEDGMENTS PREFACE PART I: FUNDAMENTAL CONCEPTS OF DIRECTION DEPENDENCE 1. From Correlation to Direction Dependence Analysis: 1888-2018 Yadolah Dodge and Valentin Rousson 2. Direction Dependence Analysis: Statistical Foundations and Applications Wolfgang Wiedermann, Xintong Li, and Alexander von Eye 3. The Use of Copulas for Directional Dependence Modeling Engin Sungur PART II: DIRECTION DEPENDENCE IN CONTINUOUS VARIABLES 4. Asymmetry Properties of the Partial Correlation Coefficient: Foundations for Covariate-Adjustment in Distribution-based Direction Dependence Analysis Wolfgang Wiedermann 5. Recent Advances in Semi-Parametric Methods for Causal Discovery Shohei Shimizu and Patrick Blöbaum 6. Assumption Checking for Directional Causality Analyses Phillip K. Wood 7. Complete Dependence: A survey Santi Tasena PART III: DIRECTION DEPENDENCE IN CATEGORICAL VARIABLES 8. Locating Direction Dependence using Log-Linear Modeling, Configural Frequency Analysis, and Prediction Analysis Alexander von Eye and Wolfgang Wiedermann 9. Recent Development on Asymmetric Association Measures for Contingency Tables Xiaonan Zhu, Zheng Wei and Tonghui Wang 10. Analysis of asymmetric dependence for three-way contingency tables using the subcopula approach Daeyoung Kim and Zheng Wei PART IV: APPLICATIONS AND SOFTWARE 11. Distribution-based Causal Inference: A Review and Practical Guidance for Epidemiologists Tom Rosenström and Regina García-Velázquez 12. Determining causality in relation to early risk factors for ADHD: The case of breastfeeding duration Joel T. Nigg, Diane D. Stadler, Alexander von Eye and Wolfgang Wiedermann 13. Direction of Effect between Intimate Partner Violence and Mood Lability: A Granger Causality Model G. Anne Bogat, Alytia A. Levendosky, Jade Kobayashi and Alexander von Eye 14. On the Causal Relation of Academic Achievement and Intrinsic Motivation: An Application of Direction Dependence Analysis using SPSS Custom Dialogs Xintong Li and Wolfgang Wiedermann Index
• Edition: 1st
• Publisher Details: Hoboken : John Wiley & Sons, Inc
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 519.5; Dependence (Statistics)
• Languages: English
• ISBNs: 9781119523147
• Related ISBNs: 9781119523130
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.