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Mar 26, 2013 at 17:14 comment added Did @Hugh The function $h$ defined by $h(x_1,x_2)=(1-x_1)+(1-x_2)+1$ is linear hence there is no counterexample there. If you mean $h(x_1,x_2)=(1-x_1)(1-x_2)+1$, then this is Victor's example modulo an irrelevant affine part.
Mar 22, 2013 at 16:16 vote accept Hugh Medal
Mar 18, 2013 at 11:17 comment added Hugh Medal Thanks! I agree that the answer is no. Another example of a convex $h$ that makes $g$ non-convex is $h(X_1,X_2)=(1-X_1)+(1-X_2)+1$.
Mar 17, 2013 at 6:33 history answered Victor Kleptsyn CC BY-SA 3.0