Comparative Study of Volatility Estimation Methods for High Frequency Financial Data
Zhang Shi-ying
Abstract
Zhang Shi-ying
Abstract
This paper compares the three financial volatility estimators based on high-frequency time series which has recently appeared from the angles of calculation method,statistic property and application scope,and does some practical study.This work offers the principle of how to select the financial volatility estimator based on high-frequency data for theoretical researchers and practical manipulators.
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This paper compares the three financial volatility estimators based on high-frequency time series which has recently appeared from the angles of calculation method,statistic property and application scope,and does some practical study.This work offers the principle of how to select the financial volatility estimator based on high-frequency data for theoretical researchers and practical manipulators.
Key concepts: Estimator, Volatility (finance), Econometrics, Statistic, Computer science, Stochastic volatility, Finance, Economics