Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
7546567 | Journal of Multivariate Analysis | 2018 | 23 Pages |
Abstract
Motivated by the well-known fact that the surface of copulas is closely related to common dependence measures such as Spearman's rho, we investigate level curves of bivariate copulas and study their lengths. To this end, we establish the length profile LC(t) which maps each level tâ[0,1] to the length of the respective level curve. Some basic properties of the length profile, such as continuity and differentiability with respect to t, are examined. Based on the length profile, a measure âC is defined, which can be interpreted as the average level curve length. âC is a measure of association, it is, however, not a concordance measure in general. Some further, partially surprising properties, such as closed-form formulas of âC for completely dependent copulas, conclude the paper.
Related Topics
Physical Sciences and Engineering
Mathematics
Numerical Analysis
Authors
Maximilian Coblenz, Oliver Grothe, Manuela Schreyer, Wolfgang Trutschnig,