“…In addition, it is evident that these shortcomings of the correlation measurement as an indicator of interdependence may have far reaching consequences for the empirical asset pricing literature where heretofore these shortcomings have been neglected (Grandes et al 2010, de los Rios A.D., 2009, Saleem and Vaihekoski, 2008, Goriaev and Zabotkin, 2006, Dvorak and Podpiera, 2006and Dey, 2005 as well as the stock market integration and contagion literatures (Singh et al, 2010, Alagidede and Panagiotidis, 2009, Cajueiro et al, 2009, Lin and Swanson, 2008, Chuang et al, 2007, Tai, 2007, Gannon, 2005, Kearney and Lucey, 2004, Hasan and Schmiedel, 2004, Swanson, 2003 and those contributions which seek to explicate the correlation structure as dependent on economic freedom, cultural distance, the legal framework or network strategies (Smimou and Karabegovic, 2010, Lucey and Zhang, 2010and Buchanan, 2007, Hasan and Schmiedel, 2004. In summary, these latter contributions, while valuable in their own right, are incapable of reflecting long-run relations which are not necessarily consistent with the documented short-run relations estimated in these studies.…”