Definition: Volatility clustering is as follows: In a time series of stock prices, it is observed that the variance of returns or log-prices is high for extended periods and then low for extended periods.
(E.g. the variance of daily returns can be high one month and low the next.)
This occurs to a degree that makes an iid model of log-prices or
returns unconvincing. This property of time series of prices can be called
'volatility clustering' and is usually approached by modeling the price
process with an ARCH-type model.
(Econterms)
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