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Recommended textbook Probability Theory and Mathematical Statistics
I definitely recommend Yan, Cheng and Pu Xiaolong as editors of Higher Education Press 2005, which is really good. Combining many interesting examples to talk about the concept of probability, what I remember most is the section "Conditional Probability". He used the allusion of "Wolf coming" to tell how the probability of trust in children fell after being cheated twice, and the method was conditional probability. Very vivid. I recommend it to you.