Unless both the Cartan-Killing metric (CaP) and the space metric (gij) are positive definite, a solution of the field equations always represents a stationary value of the action and never a minimum or maximum. In the Euclidean case, with (C a p) positive definite, the action is a strict local minimum at a solution of the field equations. The validity of imposing certain gauge conditions is also discussed.