Statistical inference for equality constrained problems in multivariate analysis is well established and widely known. An account of basic results and ideas are given, for example, by Silvey (1970) and Rao (1973, ? 4a9). In contrast a relevant theory for inequality constraints is scattered in the literature under various names such as order restricted… (More)