The coloured-noise (Omstein-Uhlembeck process) problem corresponding to the decay process of unstable states, is studied using the nonlinear relaxation time and the quasideterministic approach. The effect of the non-Markovian character in this problem as well as the statistics of the initial conditions are both addressed. Our general result is applied to the Landau model as a typical example.