TESTING FOR EQUALITY BETWEEN TWO COPULAS
REMILLARD, B. *, and SCAILLET, O. **
* HEC Montréal ** HEC Genève and Swiss Finance
Institute
Abstract
We develop a test of equality between two dependence
structures estimated through empirical copulas. We provide inference for independent
or paired samples. The multiplier central limit theorem is used for calculating
p-values of the Cramér-von Mises test statistic. Finite sample properties
are assessed with Monte Carlo experiments. We apply the testing procedure on
empirical examples in finance, psychology, insurance and medicine.
Keywords : Copula, Cramér-von Mises statistic, empirical process, pseudo-observations, multiplier central limit theorem, p-value.
JEL : C12, C14, C15.
MSC 2000 : Primary 60F05; Secondary 62E20.