A substitution is introduced which exploits the parameters of the high-order delayed linear non-autonomous
models and consequently allows the use of the M-matrix methods for the stability analysis. To demonstrate
the efficacy of the proposed algorithm we obtain explicit and practical stability conditions for the
second and third order non-autonomous delayed models.