Consistency and Relative Efficiency of Subspace Methods

Abstract The paper consists of three parts. In part one we give a consistency proof for subspace methods, in part two we show the asymptotic equivalence of a special subspace method and the initial estimate proposed by Hannan and Rissanen. In part three a simulation study comparing two subspace methods and the maximum likelihood method is performed.