We explore parsimonious specifications for autocorrelation matrices in
singular equation systems. In so doing, we present a new model that i
s based on the factorization and rank reduction procedures for positiv
e semidefinite matrices first advanced by Diewert and Wales (1988). (C
) 1998 Elsevier Science S.A.