Free Download Measure-Theoretic Probability: With Applications to Statistics, Finance, and Engineering by Kenneth Shum
English | PDF EPUB (True) | 2024 | 262 Pages | ISBN: 3031498291 | 23.2 MB
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.