Preserving preference rankings under background risk

For any random vector of wealth payoffs , let the random variable be mutually independent of and with . The basic question we address in this paper is the following: When can we say that is preferred by an expected-utility maximizer to whenever is preferred to ? In other words, when can we guarantee that the addition of an arbitrary independent background noise will not affect the preference ranking between other risks?