
Accession Number : AD0725050
Title : Joint Measures and CrossConvariance Operators,
Corporate Author : NORTH CAROLINA UNIV CHAPEL HILL DEPT OF STATISTICS
Personal Author(s) : Baker,Charles R.
Report Date : JAN 1971
Pagination or Media Count : 31
Abstract : Let H1 (resp., H2) be a real and separable Hilbert space with Borel sigmafield Gamma 1 (resp., Gamma 2), and let (H1 x H2, Gamma 1 x Gamma 2) be the product measurable space generated by the measurable rectangles. This paper develops relations between probability measures on (H1 x H2, Gamma 1 x Gamma 2), i.e., joint measures, and the projections of such measures on (H1 x Gamma 1) and (H2 x Gamma 2). In particular, the class of all joint Gaussian measures having two specified Gaussian measures as projections is characterized, and conditions are obtained for two joint Gaussian measures to be mutually absolutely continuous. The crosscovariance operator of a joint measure plays a major role in these results, and these operators are characterized. (Author)
Descriptors : (*MEASURE THEORY, PROBABILITY), OPERATORS(MATHEMATICS), HILBERT SPACE, INFORMATION THEORY, THEOREMS
Subject Categories : Statistics and Probability
Distribution Statement : APPROVED FOR PUBLIC RELEASE