Stochastic Calculus for a Time-Changed Semimartingale and the Associated Stochastic Differential Equations

被引:72
作者
Kobayashi, Kei [1 ]
机构
[1] Tufts Univ, Dept Math, Medford, MA 02155 USA
关键词
Time-change; Semimartingale; Stochastic calculus; Stochastic differential equation; Time-changed Brownian motion;
D O I
10.1007/s10959-010-0320-9
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
It is shown that under a certain condition on a semimartingale and a time-change, any stochastic integral driven by the time-changed semimartingale is a time-changed stochastic integral driven by the original semimartingale. As a direct consequence, a specialized form of the It formula is derived. When a standard Brownian motion is the original semimartingale, classical It stochastic differential equations driven by the Brownian motion with drift extend to a larger class of stochastic differential equations involving a time-change with continuous paths. A form of the general solution of linear equations in this new class is established, followed by consideration of some examples analogous to the classical equations. Through these examples, each coefficient of the stochastic differential equations in the new class is given meaning. The new feature is the coexistence of a usual drift term along with a term related to the time-change.
引用
收藏
页码:789 / 820
页数:32
相关论文
共 17 条
[11]   Triangular array limits for continuous time random walks [J].
Meerschaert, Mark M. ;
Scheffler, Hans-Peter .
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 2008, 118 (09) :1606-1633
[12]   FRACTIONAL CAUCHY PROBLEMS ON BOUNDED DOMAINS [J].
Meerschaert, Mark M. ;
Nane, Erkan ;
Vellaisamy, P. .
ANNALS OF PROBABILITY, 2009, 37 (03) :979-1007
[13]   Limit theorems for continuous-time random walks with infinite mean waiting times [J].
Meerschaert, MM ;
Scheffler, HP .
JOURNAL OF APPLIED PROBABILITY, 2004, 41 (03) :623-638
[14]  
Oksendal B., 2013, STOCHASTIC DIFFERENT
[15]  
Protter P. E., 2005, Stochastic Modelling and Applied Probability, V21
[16]  
REVUZ D., 1999, Fundamental Principles of Mathematical Sciences, V293, DOI DOI 10.1007/978-3-662-06400-9
[17]  
SATO K., 2013, Cambridge Studies in Advanced Mathematics, V68