Distribution of discriminant function in circular models

SummaryAssuming that the covariance matrices are circular, we make an appropriate transformation which reduces the circular matrices to canonical forms. The discriminant function is given when the populations are multivariate normal with different circular matrices and its distribution is derived. An asymptotic expansion for the distribution is obtained when all the parameters are unknown.