The flash points of flammable liquids are a fundamental and important property relative to fire and explosion hazards. A new estimation method, based on statistics (mutiple regression analysis), is being developed for the prediction of flash points of pure flammable liquids by means of computer simulation. This method has been applied to alcohol liquids. The proposed method has proved to be the general method for predicting the flash points of alcohol liquids.