Where r_tis the daily returns on day t,P_t is the closing index on day t. The first model to analyse the data is the Ordinary Least Square (OLS)which has been used in previous literature (French, 1980; Jaffe and Westerfileld, 1985a; Le al., 2012). The model is as follows :