Over the last decades, financial stability has been at the top of the agenda of many central banks and financial supervising authorities around the world. The dramatic increase in the number of financial crises and the serious adverse economic and social effects in the wake of the crises seems to be one of the main reasons. Although there is still no widely accepted definition of financial stability, many economists confirm that some degree of asset price stability is required for a condition of financial stability (Allen and Wood 2006; IMF 2012). Interrelations between asset markets reflect the process of pricing and transferring risk that have a potential to undermine financial stability. Moreover, identifying interrelations between asset markets sheds light on some widely debated spillovers to the financial system amplified and transferred by shocks.