**Proof:** If <script type="math/tex; ">g</script> is concave, then <script type="math/tex; ">g(x)\\leq g(\\mu)+(x-\\mu)\'\\eta(\\mu),</script>
where <script type="math/tex; ">\\eta(\\mu)</script> is an arbitrary element of the
subgradient of ..
