Exponential tilting of an isonormal Gaussian process

ID: exponential-tilting-of-an-isonormal-gaussian-process

For an isonormal Gaussian process on a real Hilbert space and , the positive density has expectation one and defines an equivalent probability measure. Under this measure, has mean and the same covariance as before. The shifted family is again an isonormal Gaussian process. This follows by evaluating the joint Gaussian exponential formula for any finite collection of arguments. It is the Hilbert-space version of exponential tilting.

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