Explicit criteria for transience and recurrence plus characterization of heavy-tailed stationary distributions are given for Levy-driven OU processes with regime-switching.
Heavy tail and light tail of Cox-Ingersoll-Ross processes with regime-switching
1 Pith paper cite this work. Polarity classification is still indexing.
abstract
This work is denoted to studying the tail behavior of Cox-Ingersoll-Ross (CIR) processes with regime-switching. One essential difference shown in this work between CIR process with regime-switching and without regime-switching is that the stationary distribution for CIR process with regime-switching could be heavy-tailed. Our results provide a theoretical evidence of the existence of regime-switching for interest rates model based on its heavy-tailed empirical evidence. In this work, we first provide sharp criteria to justify the existence of stationary distribution for the CIR process with regime-switching, which is applied to study the long term returns of interest rates. Then under the existence of the stationary distribution, we provide a criterion to justify whether its stationary distribution is heavy-tailed or not.
fields
math.PR 1years
2019 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Long time behavior of Levy-driven Ornstein-Uhlenbeck process with regime-switchin
Explicit criteria for transience and recurrence plus characterization of heavy-tailed stationary distributions are given for Levy-driven OU processes with regime-switching.