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Probability and Simulation

Name: Probability and Simulation
Brand: Springer Nature Switzerland AG
SKU: 36216030
Price: 12929 HUF
Availability: InStock
Author: Giray OEkten
ISBN: 9783030560690

Giray OEkten

Language

English

Book Paperback

Libristo code: 36216030

Publishers Springer Nature Switzerland AG, October 2020

This undergraduate textbook presents an inquiry-based learning course in stochastic models and compu... Full description

Libristo code: 36216030

88 b

12 929 Ft

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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. Adopting a unique application-driven approach to better study probability in action, the book emphasizes data, simulation, and games to strengthen reader insight and intuition while proving theorems. Additionally, the text incorporates codes and exercises in the Julia programming language to further promote a hands-on focus in modelling. Students should have prior knowledge of single variable calculus.