Simulation study of the selection of coefficient depending on the clustering time series Cover Image

Badanie wpływu wyboru współczynnika zależności na grupowanie szeregów czasowych
Simulation study of the selection of coefficient depending on the clustering time series

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

Summary/Abstract: Simulation study investigated the properties of the Pearson correlation coefficient and the Copula-GARCH model parameter obtained by IFM method. Simulation study was also subjected to search how the correlation coefficient determination affected the clustering results. The study was conducted by Monte Carlo method.

  • Issue Year: 2013
  • Issue No: 279
  • Page Range: 146-153
  • Page Count: 8
  • Language: Polish