Let . Since is symmetric, . If , every satisfiesAny has a nondegenerate normal terminal value and cannot be nonnegative almost surely. Any has the displayed deterministic relation, which excludes an arbitrage because .
Conversely, if , choose with . The zero-cost portfoliohas deterministic terminal payoffIt is a terminal-consumption arbitrage. Thus no arbitrage is equivalent to , the Arbitrage in a one-period Gaussian market criterion.
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