Illustrates example of mathematics in Quantitative Finance

Give an example of different types of mathematics found in Quantitative Finance?

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Example of different types of mathematics found in Quantitative Finance:

For option pricing the classical model can be written as a partial differential equation. Though, the same model also has a probabilistic interpretation in form of expectations.

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