Before revision: We extend the Hierarchical Factor Segmentation(HFS) algorithm for discovering multiple volatility states process hidden within each individual S P500 stock's return time series.
After revision: We extend the Hierarchical Factor Segmentation(HFS) algorithm for discovering multiple volatility states process hidden within each individual S Volatility of financial stock is referring to the degree of uncertainty or risk embedded within a stock's return time series.