Canonical pseudometric of a Gaussian process

ID: canonical-pseudometric-of-a-gaussian-process

The canonical distance is the L2 norm of an increment of a Gaussian process. It is a pseudometric, since distinct parameters may represent equal random variables almost surely. Its metric covering number appears in the Dudley entropy integral. For standard fractional Brownian motion, ; a normalization with twice the covariance function multiplies this distance by .

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