eBook: Probability and Simulation (DRM EPUB)
 
電子書格式: DRM EPUB
作者: Giray Okten 
系列: Springer Undergraduate Texts in Mathematics and Te
分類: Probability & statistics ,
Stochastics  
書城編號: 22103775


售價: $364.00

購買後立即進貨, 約需 1-4 天

 
 
製造商: Springer International Publishing
出版日期: 2020/10/15
ISBN: 9783030560706
 
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商品簡介
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.Giray Okten received his PhD from Claremont Graduate University. He has held academic positions at University of Alaska Fairbanks, Ball State University, and Florida State University. He received a Fulbright U.S. Scholar award in 2015. He is the author of an open access textbook in numerical analysis, First Semester in Numerical Analysis with Julia, published by Florida State University Libraries, and a co-author of a children's math book, The Mathematical Investigations of Dr. O and Arya, published by Tumblehome. His research interests include Monte Carlo methods and computational finance.  
Springer Undergraduate Texts in Mathematics and Te

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Giray Okten 作者作品表

eBook: Probability and Simulation (DRM EPUB)

eBook: Probability and Simulation (DRM PDF)

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