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Proof.
By the properties of the Monge-Ampère measure
(Proposition 3.93) and of the Legendre-Fenchel dual
(Proposition 3.18) the left-hand side is
continuous with respect to uniform convergence of functions. Again
by Proposition 3.18 and the discussion
before the lemma, the right-hand side is also
continuous with respect to
uniform convergence of functions. Therefore it is enough to treat
the case
when is smooth and strictly concave. Then
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Consider the function
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Then
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and
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from which the result follows.
∎