Analytical solution to rate equation with Langevin noise is described by a state-space method. The numerical calculations of the variance and the autocorrelation function of the transient intensity noise in main mode and in the first side-mode are carried out. It is shown that a significant part of the nonstationary intensity noise can be described as timing jitter of the relaxation oscillation and the events transient side-mode fluctuation easily takes place.