Trading frequency and volatility clustering

► We provide a framework for generating volatility clustering of returns with autocorrelations of hyperbolic decay. ► Volatility clustering is generated due to the combined effects of rational traders with multiple trading frequencies and their strategic interactions. ► Signal extraction increases the persistence of the volatility of returns. ► Volatility of the underlying time series of returns varies greatly with the number of traders in the market.