Comparison among autocorrelation factor value ( ) in estimation of generalized least squares method

This research concerns to find appropriate method among all the methods of estimation the Autocorrelation factor value , to get rid of Autocorrelation problem , among the random variable to gain the most accurate value which is studied in generalized least squares method .Therefore, Mean squares error (MSE) scale has been used to compare the efficiency of all estimates in over all methods.