The approximate solution of rate equation with Langevin noise sources is described by state-space method. The variance and the autocorrelation function of the photon number noise for the turn-on transients are drawn out. It is shown that a significant part of the nonstationary photon number fluctuation can be described as timing jitter of relaxation oscillations.