Brownian Motion Calculus
Ubbo Wiersema
This is an awesome book!
It follows a non-rigorous (non measure-theoretic) approach to brownian motion/SDEs, similar in that respect to the traditional calculus textbook approach. The author provides plenty of intuition behind results, plenty of drills and generally solves problems without jumping any intermediate step.
I have read most books of the kind and this one is clearly the best. It is suitable for undergraduate education, namely in engineering and in finance. It may be a bit on the light side for maths undergrads, although could be used for a light intro to these topics.
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