Dynamic analysis in gearing system is usually treated as a deterministic problem. However in engineering practice many factors make either the inner excitation or the outer excitation in gearing system undeterministic. Therefore the dynamic behavior is frequently random. It is necessary to analyze the gear dynamic behavior by statistical method. The development on statistical analysis of gear dynamic behavior in the past 25 years is introduced in this paper.