• Title/Summary/Keyword: QR-GARCH 모형

Search Result 1, Processing Time 0.013 seconds

Study on time-varying herd behavior in individual stocks (개별 주가에 반영된 시변 무리행동 연구)

  • Park, Beum-Jo
    • Journal of the Korean Data and Information Science Society
    • /
    • v.22 no.3
    • /
    • pp.423-436
    • /
    • 2011
  • Many of the theoretical studies have considered herd behavior as a source of the volatility in financial markets, but there have been few empirical studies on the dynamic herding due to the technical difficulty of detecting herd behavior with time-series data. In this context, this paper proposes a new method for measuring time-varying herd behavior based on QR-GARCH model. Using daily data of KOSPI stocks, this paper provides some empirical evidence for strong and volatile herding among traders of stocks of medium firms, and shows that time-varying herd behavior in traders of some stocks has persistent autocorrelation.