CBI-time-changed Levy processes

被引:0
|
作者
Fontana, Claudio [1 ]
Gnoatto, Alessandro [2 ]
Szulda, Guillaume [3 ]
机构
[1] Univ Padua, Dept Math Tullio Levi Civita, Padua, Italy
[2] Univ Verona, Dept Econ, Verona, Italy
[3] Ecole Ponts, CERMICS, Marne La Vallee, France
关键词
Branching process; Change of time; Affine process; Stochastic volatility; Moment explosion; STOCHASTIC VOLATILITY; BRANCHING-PROCESSES; AFFINE PROCESSES; VARIANCE; MODEL;
D O I
10.1016/j.spa.2023.06.005
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We introduce and study the class of CBI-time-changed Levy processes (CBITCL), obtained by time-changing a Levy process with respect to an integrated continuous-state branching process with immigration (CBI). We characterize CBITCL processes as solutions to a certain stochastic integral equation and relate them to affine stochastic volatility processes. We provide a complete analysis of the time of explosion of exponential moments of CBITCL processes and study their asymptotic behavior. In addition, we show that CBITCL processes are stable with respect to a suitable class of equivalent changes of measure. As illustrated by some examples, CBITCL processes are flexible and tractable processes with a significant potential for applications in finance.& COPY; 2023 Elsevier B.V. All rights reserved.
引用
收藏
页码:323 / 349
页数:27
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