This paper studies the performance of Karachi Stock Exchange (KSE) of Pakistan via non- parametric approaches. The study includes the weekly open and closing prices of KSE- 100 indexes for the period of 1st January 1999 to 31st August 2009. Several non-parametric approaches including...