Title
New estimates and tests of independence in semiparametric copula models.
Abstract
We introduce new estimates and tests of independence in copula models with unknown margins using phi-divergences and the duality technique. The asymptotic laws of the estimates and the test statistics are established both when the parameter is an interior or a boundary value of the parameter space. Simulation results show that the choice of chi(2)-divergence has good properties in terms of efficiency-robustness.
Year
Venue
Keywords
2010
KYBERNETIKA
dependence function,multivariate rank statistics,semiparametric inference,copulas,boundary,divergences,duality
DocType
Volume
Issue
Journal
46
1
ISSN
Citations 
PageRank 
0023-5954
1
0.42
References 
Authors
3
2
Name
Order
Citations
PageRank
Salim Bouzebda111.10
Amor Keziou2315.57