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A new method for the neutron spectrum unfolding has been developed, based on the improvement of the generalized least squares method. The new method allows an iterative treatment of the problem and the number of the independent statistical variables of the solution is less than the number of the measured reaction rates. The capabilities of the method are demonstrated by a numerical experiment and by the solution of a real problem.