This paper investigate the distribution of daily return of Shenzhen Stock Sub-index using data analysis techniques and model fitting. Stable laws are fitted to empirical distributions using characteristic transformation estimation method. Empirical evidence supports the stable hypothesis the distribution has tails much heavier and more peak around to the center than Gaussian counterparts. Key Words: Shenzhen Sub-Index, Stable distribution, Characteristic transformation