Absolute continuity and singularity of two probability measures on a filtered space

preprint2011arXivOpen access

Abstract

Let μμ and νν be fixed probability measures on a filtered space (Ω,F,(Ft)t∈R+)(Ω, {\cal F}, ({\cal F}_t)_{t\in {\bf R}^{+}}). Denote by μTμ_T and νTν_T (respectively, μT−μ_{T-} and νT−ν_{T-} ) the restrictions of the measures μμ and νν on FT{\cal F}_T (respectively, on FT−{\cal F}_{T-} ) for a stopping time TT. We find the Hahn decomposition of μTμ_T and νTν_T using the Hahn decomposition of the measures μμ, νν, and the Hellinger process hth_t in the strict sense of order 1/2. The norm of the absolutely continuous component of μT−μ_{T-} with respect to νT−ν_{T-} is computed in terms of density processes and Hellinger integrals.

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