In this article we explore how autocorrelation impacts volatility in stock markets. We use the Threshold Autoregressive-Generalized Autoregressive Conditional Heteroscedasticity (TAR-GARCH) model to obtain a better approximation of the volatility pattern with the threshold of a positive or...