To ascertain this stylized fact about Saudi stock market volatility, daily stock returns on the Saudi stock market composite index, Tadawul All-Share Index, TASI, for the period from August 1, 2004 through October 31, 2013 is used. Daily stock returns (rt) at time t is defined as the logarithm of TASI indices.