In this study, the financial market stability is investigated for the emerging market countries of Morgan Stanley Capital International (MSCI), Europe, the Middle East and Africa index by using quantile regression based new empirical test proposed by Baur and Schulze (2009). The daily logarithmic return dataset covers the period of June 1, 2002 to February 17, 2011. The results show that Poland and Morocco exhibit financial market stability among the investigated countries.