TheoremBase

Progressively Measurable Process

Statement

Let (Ω,F,P)(\Omega,\mathcal{F},P) be a probability space, let T>0T>0 be a real number, and let (Ft)t∈[0,T](\mathcal{F}_t)_{t\in[0,T]} be a filtration on (Ω,F,P)(\Omega,\mathcal{F},P) with time index restricted to [0,T][0,T]. For t∈(0,T]t\in(0,T] let B[0,t]\mathcal{B}_{[0,t]} be the trace Borel σ\sigma-algebra on [0,t][0,t], the family of all sets S∩[0,t]S\cap[0,t] with SS a member of the Borel σ\sigma-algebra B(R)\mathcal{B}(\mathbb{R}); and let B[0,0]\mathcal{B}_{[0,0]} be the σ\sigma-algebra {∅,{0}}\{\emptyset,\{0\}\} on [0,0]={0}[0,0]=\{0\}.

A family X=(Xt)t∈[0,T]X=(X_t)_{t\in[0,T]} of real-valued functions on Ω\Omega, regarded as the single function (s,ω)↦Xs(ω)(s,\omega)\mapsto X_s(\omega) on the Cartesian product [0,T]×Ω[0,T]\times\Omega, is progressively measurable with respect to (Ft)t∈[0,T](\mathcal{F}_t)_{t\in[0,T]} if for every t∈[0,T]t\in[0,T] the restriction of this function to [0,t]×Ω[0,t]\times\Omega is measurable with respect to the product σ\sigma-algebra B[0,t]⊗Ft\mathcal{B}_{[0,t]}\otimes\mathcal{F}_t and B(R)\mathcal{B}(\mathbb{R}).

A family of functions with values in Euclidean space Rd\mathbb{R}^d is progressively measurable when each of its dd real-valued component families is.

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