Under the assumption that the errors of a linear model are independent and need not haveidentical distributions, the necessary and sufficient conditions for the strong consistency of theestimate of error variance, based on the residual sum of squares are established in this paper. Theconditions are completely independent of the trial sequence. And thus we have solved the problemstated in[1].