The 1997 Asian financial crisis has revealed the limitations of the current state of monetary and financial monitoring system in most Asian countries in comprehensively addressing financial and monetary problems and issues. This paper attempts to propose a macro-prudential indicators (MPI)...

This paper proposes a systemic risk index based on Functional Data Analysis (FDA), overcoming salient shortcomings of standard methodologies related to data usage, data sparseness, and high dimensionality issues. Using Mexican data, a set of systemic risk indexes are constructed and we show that...

We augment the existing literature using the Log-Periodic Power Law Singular (LPPLS) structures in the log-price dynamics to diagnose financial bubbles by providing three main innovations. First, we introduce the quantile regression to the LPPLS detection problem. This allows us to disentangle...