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Probability and Simulation

Name: Probability and Simulation
Brand: Springer Nature Switzerland AG
SKU: 36216030
Price: 33.39 EUR
Availability: InStock
Author: Giray OEkten
ISBN: 9783030560690

Giray OEkten

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 36216030

Nakladateľstvo Springer Nature Switzerland AG, október 2020

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

Libristo kód: 36216030

81 b

33.39 €

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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.