The Box–Cox plot in Fig.4 also presented possible heavy tails for the trading days during the week.It is well known that parametric methods are sensitive to model assumptions,our results indicated that nonparametric model without a strong distribution assumption may be better and more robust in assessing the day of the week effect on the log-transformed returns from the Shenzhen Stock Exchange.