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A threshold-asymmetric realized volatility for high frequency financial time series비대칭형 분계점 실현변동성의 제안 및 응용

Other Titles
비대칭형 분계점 실현변동성의 제안 및 응용
Authors
김지연황선영
Issue Date
Apr-2018
Publisher
한국통계학회
Keywords
high frequency; realized volatility (RV); threshold-RV; 고빈도 자료; 실현변동성; 분계점 실현변동성
Citation
응용통계연구, v.31, no.2, pp 205 - 216
Pages
12
Journal Title
응용통계연구
Volume
31
Number
2
Start Page
205
End Page
216
URI
https://scholarworks.sookmyung.ac.kr/handle/2020.sw.sookmyung/2059
DOI
10.5351/KJAS.2018.31.2.205
ISSN
1225-066X
Abstract
This paper is concerned with volatility computations for high frequency time series. A threshold-asymmetric realized volatility (T-RV) is suggested to capture a leverage effect. The T-RV is compared with various con-ventional volatility computations including standard realized volatility, GARCH-type volatilities, historical volatility and exponentially weighted moving average volatility. High frequency KOSPI data are analyzed for illustration.
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