株式会社極東書店トップ商品一覧Measure-Theoretic Probability : With Applications to Statistics, Finance, and Engineering.

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Measure-Theoretic Probability

Measure-Theoretic Probability : With Applications to Statistics, Finance, and Engineering.

・ISBN 978-3-031-49832-9 paper EUR 54.99

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お気に入り
著者・編者Shum, Kenneth,
シリーズCompact Textbooks in Mathematics
出版社(Birkhauser Verlag AG, SZ)
出版年月2024
ページ数259 pp.
言語ENG
ニュース番号<M25-7786>

解説

This textbook offers an approachable introduction to measure-theoretic probability, illustrating core concepts with examples from statistics and engineering. The author presents complex concepts in a succinct manner, making otherwise intimidating material approachable to undergraduates who are not necessarily studying mathematics as their major. Throughout, readers will learn how probability serves as the language in a variety of exciting fields. Specific applications covered include the coupon collector's problem, Monte Carlo integration in finance, data compression in information theory, and more.

Measure-Theoretic Probability is ideal for a one-semester course and will best suit undergraduates studying statistics, data science, financial engineering, and economics who want to understand and apply more advanced ideas from probability to their disciplines. As a concise and rigorous introduction to measure-theoretic probability, it is also suitable for self-study.Prerequisites include a basic knowledge of probability and elementary concepts from real analysis.