Cameron-Martin space of a Gaussian random variable in a Banach space
ID: cameron-martin-space-of-a-gaussian-random-variable-in-a-banach-space
Let be the first Gaussian chaos of a centered Gaussian random variable in a Banach space. By Fernique's theorem, is a Bochner integral in . The map is injective, because implies for every continuous linear functional , hence . Its range becomes a Hilbert space under . The embedding in is continuous by Cauchy-Schwarz inequality. Its reproducing property is . Thus this is the Reproducing-kernel Hilbert space of the random variable, including degenerate laws. For , the scalar coordinate has variance ; it is generally a measurable linear coordinate rather than a continuous functional on .
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