the estimated coefficient on FRACTION is negative but statistically insignificant (t-statistics = -1.22). in model(3),after adding the control variable IPO_SIZE,we find that the estimated coefficient on FRACTION is positive and statistically significant at the 1% level (t-statistics = 7.15)