Abstract: This paper determines, under the condition that errors are normally distributed, the exact power function of the generalized likelihood ratio test proposed by Al-Shiha and Yang^[1] for analyzing unreplicated factorial experiments. And then makes it possible to compare the powers of different test methods.

Key words: generalized likelihood ratio test, exact power function, unreplicated factorial, generalized likelihood ratio test, exact power function