Some Properties of Local Gaussian Correlation and Other Nonlinear Dependence Measures

Author:

Berentsen Geir Drage12,Cao Ricardo3,Francisco-Fernández Mario3,TjØstheim Dag2

Affiliation:

1. Safetec Nordic AS; Trondheim Norway

2. Department of Mathematics; University of Bergen; Bergen Norway

3. Department of Mathematics; University of A Coruña; A Coruña Spain

Funder

Spanish MINECO

Publisher

Wiley

Subject

Applied Mathematics,Statistics, Probability and Uncertainty,Statistics and Probability

Reference31 articles.

1. Recognizing and visualizing departures from independence in bivariate data using local Gaussian correlation;Berentsen;Statistics and Computing,2014

2. Introducing localgauss, an R-package for estimating and visualizing local Gaussian correlation;Berentsen;Journal of Statistical Software,2014a

3. Recognizing and visualizing copulas: an approach using local Gaussian correlation;Berentsen;Insurance: Mathematics and Economics,2014b

4. Correlation curves: measures of association as function of covariate values;Bjerve;Annals of Statistics,1993

5. Distribution free tests of independence based on the sample distribution function;Blum;Annals of Mathematical Statistics,1961

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