Gaussian Measures on L sup P Spaces, 1 Less than or Equal to p Less than Infinity,

Abstract

One of the main ideas in the paper is to establish a one to one correspondence between Gaussian measures on L sub p, 1 < or = p < infinity, and Gaussian stochastic processes with sample paths in L sub p. This idea is used to prove a number of interesting results about Gaussian measures on L sub p. Using a recent result of Jain and Kallianpur, a zero-one law for Gaussian measures on Frechet spaces is proved, which is subsequently applied to obtain two other zero-one laws. In the first, it is shown that the smaple paths of a zero-mean measurable Gaussian stochastic process belong to L sub p with probability zero or one; and in the second, it is shown that a certain random series converges uniformly, on any Borel subset of the real line, with probability zero or one. (Author)

Document Details

Document Type
Technical Report
Publication Date
Nov 01, 1971
Accession Number
AD0734650

Entities

People

  • Belram S. Rajput

Organizations

  • University of North Carolina at Chapel Hill

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Probability
  • Stochastic Processes

Readers

  • Mathematical Modeling and Probability Theory.
  • Statistical inference.

Technology Areas

  • Space