Probability and Simulation

Probability and Simulation



https://FreeCourseWeb.com

English | PDF,EPUB(Both True) | 2020 | 158 Pages | ISBN : 3030560694 | 18 MB

This undergraduate textbook presents an inquiry-based learning course in stochastic models and computing designed to serve as a first course in probability. Its modular structure complements a traditional lecture format, introducing new topics chapter by chapter with accompanying projects for group collaboration.

The text addresses probability axioms leading to Bayes’ theorem, discrete and continuous random variables, Markov chains, and Brownian motion, as well as applications including randomized algorithms, randomized surveys, Benford’s law, and Monte Carlo methods.

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