The impact of CEO duality to firm performance is usually analyzed by regression analysis, but dependence between CEO duality and the residual error may induce some bias of the impact result when using the regression analysis directly. To avoid this bias, the matching method is used to estimate that impact, which is a usual nonparametric method of program evaluation.