The lag synchronization of the master-slave chaotic Chua's circuits via linear state-error feedback control with the channel delay is studied. Several algebraic criteria for the chaotic lag synchronization subject to the special control gain matrices are rigorously proven by means of the Strums theorem and factorization theorem in polynomial theory. It is verified by comparison of the numerical examples with such criteria existing in the literature that the new criteria are less conservative.