WEAK LIMITS AND INTEGRALS OF GAUSSIAN COVARIANCES IN
BANACH SPACES
J. M. A. M. van Neerven
L. Weis
Abstract: Let be a separable real Banach space not containing an isomorphic copy of
Let be a subset of with the property that each is the covariance of the
centred Gaussian measure on We show that the weak operator closure of
consists of Gaussian covariances again, provided that
If in
addition
has type 2, the same conclusion holds for the weak operator closure of the
convex hull of
As an application, sufficient conditions are obtained for the integral of
Gaussian covariance operators to be a Gaussian covariance. Analogues of these results are
given for the class of
-radonifying operators from a separable real Hilbert space
into
2000 AMS Mathematics Subject Classification: Primary 28C20; Secondary: 35R15,
60B11, 60H05.
Key words and phrases: Gaussian Radon measure, covariance operator, -radonifying
operator, Fatou lemma, type 2, cotype 2, weak operator topology.