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We study how iterated convolutions of probability measures compare under stochastic domination. We give necessary and sufficient conditions for the existence of an integer such that
is stochastically dominated by
for two given probability measures and . As a consequence we obtain a similar theorem on the majorization order for vectors in
. In particular we prove results about catalysis in quantum information theory.
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