Kenneth Shum: Measure-Theoretic Probability
Measure-Theoretic Probability
Buch
- With Applications to Statistics, Finance, and Engineering
- Springer International Publishing, 03/2024
- Einband: Kartoniert / Broschiert, Paperback
- Sprache: Englisch
- ISBN-13: 9783031498329
- Bestellnummer: 11812545
- Umfang: 276 Seiten
- Auflage: 2023
- Gewicht: 423 g
- Maße: 235 x 155 mm
- Stärke: 16 mm
- Erscheinungstermin: 31.3.2024
- Serie: Compact Textbooks in Mathematics
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
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.
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Kenneth Shum
Measure-Theoretic Probability
EUR 53,32*