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单词 SemimartingaleConvergenceImpliesUcpConvergence
释义

semimartingale convergence implies ucp convergence


Let (Ω,,(t)t𝔽,) be a filtered probability space. On the space of cadlag adapted processes, the semimartingale topology is stronger than ucp convergence.

Theorem.

Let Xn be a sequence of cadlag adapted processes converging to X in the semimartingale topology. Then, Xn converges ucp to X.

To show this, suppose that XnX in the semimartingale topology, and define the stopping times τn by

τn=inf{t0:|Xtn-Xt|ϵ}(1)

(hitting times are stopping times).Then, letting ξtn be the simple predictable process 1{tτn},

Xτntn-Xτnt=X0n-X0+0tξn𝑑Xn-0tξn𝑑X0

in probability as n. However, note that whenever |Xsn-Xs|>ϵ for some s<t then τs<t and |Xτnn-Xτn|ϵ. So

(sups<t|Xsn-Xs|>ϵ)(τnt)(|Xτntn-Xτnt|ϵ)0

as n, proving ucp convergence.

As a minor technical point, note that the result that the hitting times τn are stopping times requires the filtration to be at least universally complete. However, this condition is not needed. It is easily shown that semimartingale convergence is not affected by passing to the completionPlanetmathPlanetmath (http://planetmath.org/CompleteMeasure) of the filtered probability space or, alternatively, it is enough to define the stopping times in (1) by restricting τn to finite but suitably dense subsetsPlanetmathPlanetmath of [0,t] and using the right-continuity of the processes.

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更新时间:2025/5/3 15:59:10