Choice of weights in a hybrid volatility based on high-frequency realized volatility
고빈도 금융 시계열 실현 변동성을 이용한 가중 융합 변동성의 가중치 선택
  • 윤재은
  • 황선영
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초록

The paper is concerned with high frequency financial time series. A weighted hybrid volatility is suggested to compute daily volatilities based on high frequency data. Various realized volatility (RV) computations are reviewed and the weights are chosen by minimizing the differences between the hybrid volatility and the realized volatility. A high frequency time series of KOSPI200 index is illustrated via QLIKE and Theil-U statistics.

키워드

high frequency time seriesrealized volatilityweighted hybrid volatility고빈도 금융시계열조정된 실현변동성가중 융합 변동성
제목
Choice of weights in a hybrid volatility based on high-frequency realized volatility
제목 (타언어)
고빈도 금융 시계열 실현 변동성을 이용한 가중 융합 변동성의 가중치 선택
저자
윤재은황선영
DOI
10.5351/KJAS.2016.29.3.505
발행일
2016-04
저널명
응용통계연구
29
3
페이지
505 ~ 512