Direction dependence in statistical modeling : methods of analysis /

"This edited book examines current methods for the statistical analysis of hypotheses that are compatible with direction dependence. The proposed book is divided in four parts, each consisting of two or more chapters, for a total of 14 chapters. The first part of this book introduces the fundam...

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Bibliographic Details
Other Authors:	Wiedermann, Wolfgang, 1981- (Editor), Kim, Daeyoung (Editor), Sungur, Engin (Editor), Eye, Alexander von (Editor)
Format:	eBook
Language:	English
Published:	Hoboken, NJ : John Wiley & Sons, Inc., 2021.
Subjects:	Dependence (Statistics) Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

From Correlation to Direction Dependence Analysis: 1888-2018 / Yadolah Dodge and Valentin Rousson
Direction Dependence Analysis: Statistical Foundations and Applications / Wolfgang Wiedermann, Xintong Li, and Alexander von Eye
The Use of Copulas for Directional Dependence Modeling / Engin Sungur
Asymmetry Properties of the Partial Correlation Coefficient: Foundations for Covariate-Adjustment in Distribution-based Direction Dependence Analysis / Wolfgang Wiedermann
Recent Advances in Semi-Parametric Methods for Causal Discovery / Shohei Shimizu and Patrick BloÌ⁸baum
Assumption Checking for Directional Causality Analyses / Phillip K. Wood
Complete Dependence: A survey / Santi Tasena
Locating Direction Dependence using Log-Linear Modeling, Configural Frequency Analysis, and Prediction Analysis / Alexander von Eye and Wolfgang Wiedermann
Recent Development on Asymmetric Association Measures for Contingency Tables / Xiaonan Zhu, Zheng Wei and Tonghui Wang
Analysis of asymmetric dependence for three-way contingency tables using the subcopula approach / Daeyoung Kim and Zheng Wei
Distribution-based Causal Inference: A Review and Practical Guidance for Epidemiologists / Tom RosenstroÌ⁸m and Regina GarciÌ¹a-VelaÌ¹zquez
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
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
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.