I came across this in page 360 of Boyd Vandenbergh's book on Convex Optimisation:
What is the meaing of the statement:
It follows that a lower bound on the variance of $X$ can be expressed as a convex quadratic inequality on $p$
and how does it follow, it seems pretty unclear to me.