Remark: Variance alone misses bias

In one mode, a residual coherent state with real amplitude $c/(2\sqrt{ϵ})$ has

Thus vanishing variance does not imply concentration about the prescribed target. A symmetric mixture of the two opposite amplitudes has zero mean error but mean-square error $c^2+ϵ$.