Project CEMAPRE internal
Title | Testing for Breaks in the Tails |
Participants | João Nicolau (Principal Investigator), Paulo Rodrigues |
Summary | There has been a growing interest in the tail behaviour of time series leading to a rapidly growing literature in recent years. The tail index is of importance in extreme value theory as it determines the asymptotic distribution of many statistics and, in particular, the characteristics of the tails. Given that unusual large movements in economic and financial time series seem to occur more often than justified by normality and since in practice the exact distribution of the innovations is not known, it is important to obtain insights on the tail properties of data. Frequently it is assumed that the tail index is constant over the observed time domain. However, recent literature has found that this is not always true, particularly in finance. |