A weak convergence criterion for constructing changes of measure

被引:11
|
作者
Blanchet, Jose [1 ,2 ]
Ruf, Johannes [3 ]
机构
[1] Columbia Univ, Dept IEOR, New York, NY USA
[2] Columbia Univ, Dept Stat, New York, NY USA
[3] UCL, Dept Math, Gower St, London WC1E 6BT, England
关键词
Conditional queuing process; existence of weak solution; Girsanov theorem; local martingale; tightness; EXPONENTIAL LOCAL MARTINGALES; UNIFORM INTEGRABILITY; NOVIKOV;
D O I
10.1080/15326349.2015.1114891
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
Based on a weak convergence argument, we provide a necessary and sufficient condition that guarantees that a nonnegative local martingale is indeed a martingale. Typically, conditions of this sort are expressed in terms of integrability conditions (such as the well-known Novikov condition). The weak convergence approach that we propose allows to replace integrability conditions by a suitable tightness condition. We then provide several applications of this approach ranging from simplified proofs of classical results to characterizations of processes conditioned on first passage time events and changes of measures for jump processes.
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页码:233 / 252
页数:20
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