Volatility Estimation Through Historical Prices of Indexes

Abstract

The volatility is the topic that has been researched in last few decades in various directions. One group of these methods includes the characteristics accumulated through the historical movements of the price of a specific instrument. Other than past data, most of them include other factors such as the stochastic part. In this paper revised are three methods of EWMA, ARCH, and GARCH.