The simulation study of the utility of the Copula-GARCH models for clustering financial time series Cover Image

Symulacyjne badanie wpływu zaburzeń na grupowanie szeregów czasowych na podstawie modelu Copula-GARCH
The simulation study of the utility of the Copula-GARCH models for clustering financial time series

Author(s): Anna Czapkiewicz, Beata Basiura
Subject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: Copula-GARCH model; classification time series; disturbance of conditional distributions

Summary/Abstract: The paper presents a simulation study for testing the correctness of the method of grouping based on the parameter set from Copula-GARCH model. The influence of disturbances in time series on their classification was studied. In particular, the impact on the outcome of classification of dismissing the existing skewness in modeling time series was examined.

  • Issue Year: 2012
  • Issue No: 242
  • Page Range: 283-290
  • Page Count: 8
  • Language: Polish