Chapter 21 A NOTE ON THE RELATIONSHIP AMONG THE PORTFOLIO PERFORMANCE INDICES UNDER RANK TRANSFORMATION. Abstract This paper analytically determines the conditions under which four commonly utilized portfolio measures (the Sharpe index, the Treynor index, the Jensen alpha, and the Adjusted Jensen’s alpha) will be similar and different.