Sample properties of random fields III: differentiability

Abstract

Differentiability properties of random fields indexed by an open connected subset O of Rm are studied. It is shown that a real valued random field indexed by O has a sample differentiable modification if is differentiable in quadratic mean, with partial derivatives in quadratic mean, which are continuous in quadratic mean and admit a sample continuous modification.