Stochastic theory of self-organization in the early stage is studied based on the birth-and-death type master equation. Universal relations are derived concerning the time variation of fluctuations. An adsorption-desorption process, which has a quadratic nonlinearity, is studied with computer experiments and the system size dependence of fluctuation is obtained numerically.