Asymptotic distributions of functions of the Eigenvalues of sample covariance matrix and canonical correlation matrix in multivariate time series.

The asymphotic distributions of the eigen values of sample covariance matrix of multivariate time series since the eigenvalues play a fundamental role in multivariate problems, are discussed. The limiting distribution of the eigenvalues of sample covariance matrix for non- Gaussion linear vector processes is given.