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On the conditional expectation E(X X + W) in the case of independent random variables X, W

Ehrhard Behrends

Statistics & Probability Letters, 1999, vol. 41, issue 4, 397-400

Abstract: Let X, W be independent real-valued random variables with finite expectation and E(W) = 0. We prove that only in the case W=0 the conditional expectation E(XX+W) coincides with X+W. The result is a consequence of the following cancellation theorem: Let P, Q, R be Borel probability measures on the real line such that the support of Q resp. R is contained in {x[less-than-or-equals, slant]0} resp. {x[greater-or-equal, slanted]0}; then P * Q = P * R implies that Q = R(=[delta]0).

Keywords: Conditional; expectation; Cancellation; Convolution; equation (search for similar items in EconPapers)
Date: 1999
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