Basic Probability: What Every Math Student Should Know
Seiten
2021
|
Second Edition
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-12-3749-2 (ISBN)
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-12-3749-2 (ISBN)
The second edition represents an ongoing effort to make probability accessible to students in a wide range of fields such as mathematics, statistics and data science, engineering, computer science, and business analytics. The book is written for those learning about probability for the first time. Revised and updated, the book is aimed specifically at statistics and data science students who need a solid introduction to the basics of probability.While retaining its focus on basic probability, including Bayesian probability and the interface between probability and computer simulation, this edition's significant revisions are as follows:The approach followed in the book is to develop probabilistic intuition before diving into details. The best way to learn probability is by practising on a lot of problems. Many instructive problems together with problem-solving strategies are given. Answers to all problems and worked-out solutions to selected problems are also provided.Henk Tijms is the author of several textbooks in the area of applied probability. In 2008, he had received the prestigious INFORMS Expository Writing Award for his work. He is active in popularizing probability at Dutch high schools.
Henk Tijms is a Dutch emeritus professor of applied mathematics. He has taught probability for more than 30 years, and has authored several books, including the 2017 textbook Probability: A Lively Introduction and the 2018 popular-science book Surprises in Probability — Seventeen Short Stories.
Combinatorics and Calculus for Probability; Basics of Probability; Useful Probability Distributions; Real-Life Examples of Poisson Probabilities; Monte Carlo Simulation and Probability; A Primer on Markov Chains; Solutions to Selected Problems;
Erscheinungsdatum | 16.08.2021 |
---|---|
Verlagsort | Singapore |
Sprache | englisch |
Themenwelt | Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik |
ISBN-10 | 981-12-3749-2 / 9811237492 |
ISBN-13 | 978-981-12-3749-2 / 9789811237492 |
Zustand | Neuware |
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