Lewllen (2004) studied the dividend yield, BV to MV ratio as well as P/E ratio in the companies listed in New York Stock Exchange. To calculate the stock return, he used the data applicable to the years 1946-2002, a period which was divided into two sub-periods of 1946-1972 and 1973-2000. He obtained some reliable evidences as for the prediction power of the dividend yield in the period of 1946-2000. However, the evidences he collected with respect to BV/MV as well as the P/E ratio were not reliable to some extent demonstrating that they generally had a limited prediction power.