This paper reconsiders the problem of designing an optimal dynamic compensator based on a minimal-order Luenberger observer, for the regulation of an nth order linear time-invariant plant. The usual quadratic cost on the state and control is averaged over initial plant state values. Necessary conditions for the optimal compensator are obtained. An explicit solution is found which contradicts some previously published results.