What are some other applied advanced probability sub-field relevant to finance?

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What are some other applied advanced probability sub-field relevant to finance?

I have heard Martingale, stochastic process, stochastic calculus, monte-carlo statistics

I've been searching other sub-fields of probability book titles that help to read finance textbook. That is my motivation.

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Stochastic PDEs, Markov-chain Monte Carlo?