It is expounded that a statistical distribution is a realistic distribution, while a probability distribution is its idea image; a statistical distribution is objective distribution, while a probability distribution depends on observers. In quantum mechanics, the confusion between statistical distributions and probability distributions creates two mistakes: misreading a probability distribution as a realistic distribution and misreading a subjective uncertainty as an objective uncertainty. Schrodinger' s cat is an imagery that opens out these two mistakes.