  In this note we develop an extension of the Mar\v{c}enko-Pastur theorem to
time series model with temporal correlations. The limiting spectral
distribution (LSD) of the sample covariance matrix is characterised by an
explicit equation for its Stieltjes transform depending on the spectral density
of the time series. A numerical algorithm is then given to compute the density
functions of these LSD's.
