The locally best invariant test was suggested by Nabeya and Tanaka [1] under normality for the constancy of regression coefficients against the alternative hypothesis that one component of the coefficients follows a random walk process, and the asymptotic null distributions of the test statistics were derived by them without assuming normality. The main purpose of the present paper is to derive the asymptotic distributions of the test statistics under a sequence of alternatives.
