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Q133Section III (Statistics)133 of 190

A Gaussian-weighted measure — absolutely continuous both ways

Let R denote the real line, B the Borel σ\sigma-field and mm the Lebesgue measure on R. For A∈BA\in\mathbf B, define μ(A)=∫Aexp⁡(−x2/2) dm(x)\mu(A)=\int_A\exp(-x^2/2)\,dm(x). Consider the statements: (I) μ\mu is a measure on B. (II) The Radon–Nikodym derivative of μ\mu with respect to mm, dμdm(x)=exp⁡(−x2/2)\dfrac{d\mu}{dm}(x)=\exp(-x^2/2) a.e. mm. (III) m<<μm<<\mu (mm is absolutely continuous with respect to μ\mu).

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