Abstract: The mean square error of the quasi-regression estimators have been studied.The formula for the mean square error is obtained.Under suitable conditions,it is proved that the quasi-regression estimators converge to the true parameters in L2.

Key words: quasi-regression estimation；mean , square , error；convergence in L2