| 書(shū)目名稱 | Probability and Simulation | | 編輯 | Giray ?kten | | 視頻video | http://file.papertrans.cn/757/756927/756927.mp4 | | 概述 | Presents an inquiry-based learning approach.Aims to teach probability through games, data, and simulations.Integrates the Julia programming language in-text to write codes for simulation and data anal | | 叢書(shū)名稱 | Springer Undergraduate Texts in Mathematics and Technology | | 圖書(shū)封面 |  | | 描述 | .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 ?kten 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. Scho | | 出版日期 | Textbook 2020 | | 關(guān)鍵詞 | Probability; inquiry-based learning; undergraduate probability; probability textbook; Stochastic Models; | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-56070-6 | | isbn_softcover | 978-3-030-56069-0 | | isbn_ebook | 978-3-030-56070-6Series ISSN 1867-5506 Series E-ISSN 1867-5514 | | issn_series | 1867-5506 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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