Study on the Comparison Between Realized Volatility and Weighted Realized Volatility
Mingyuan Guo
Abstract
Mingyuan Guo
Abstract
Realized volatility is a new measure approach of volatility in high-frequency time series.Realized volatility is model-free and can be computed easily.Weighted realized volatility is a more efficient volatility measurement,which makes realized volatility become its special case.In this paper,we compare realized volatility and weighted realized volatility from four aspects: defnition,bias,efficiency and calendar effect.Through the empirical study on the Shanghai stock market,it proves weighted realized volatility is superior to realized volatility.
A significance statement is not available in the OpenAlex record.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
Realized volatility is a new measure approach of volatility in high-frequency time series.Realized volatility is model-free and can be computed easily.Weighted realized volatility is a more efficient volatility measurement,which makes realized volatility become its special case.In this paper,we compare realized volatility and weighted realized volatility from four aspects: defnition,bias,efficiency and calendar effect.Through the empirical study on the Shanghai stock market,it proves weighted realized volatility is superior to realized volatility.
Key concepts: Volatility (finance), Forward volatility, Volatility swap, Volatility risk premium, Variance swap, Implied volatility, Volatility smile, Realized variance