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Tail dependence of skew t-copulas
Authors:Tõnu Kollo  Gaida Pettere  Marju Valge
Institution:1. Institute of Mathematics and Statistics, University of Tartu, Tartu, Estonia;2. Department of Engeneering Mathematics, Riga Technical University, Riga, Latvia
Abstract:We examine tail behavior of skew t-copula in the bivariate case. The tail dependence coefficient is calculated for different skewing parameter values and compared with the corresponding coefficient for the t-copula. It is shown that depending on skewing parameter values, the tail dependence coefficient can differ considerably from the tail dependence of the t-copula. The speed of convergence of the estimator of tail dependence coefficient to its theoretical value is examined in a simulation experiment. Method of moments and maximum likelihood method are compared by simulation either. In the considered cases, maximum likelihood method converged faster to the theoretical value.
Keywords:Simulation  Skew normal copula  Skew normal distribution  Skew t-copula  Skew t-distribution  Tail dependence
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