Random Walk: A Modern Introduction

Random Walk: A Modern Introduction

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Jul 26, 2010 · 영어 · 하드커버 (376 페이지)
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형식 하드커버
페이지 376
언어 영어
출판됨 Jul 26, 2010
출판사 Cambridge University Press
1
ISBN-10 0521519187
ISBN-13 9780521519182

설명

This work delves into the intriguing world of random walks, a fundamental concept in probability theory and statistical mechanics. The authors, Gregory F. Lawler and Vlada Limic, present a modern perspective on random walks, weaving together rigorous mathematical structures with practical applications. Through an engaging narrative, they highlight how these stochastic processes arise by adding together independent and identically distributed random variables.

The book is not just a technical treatise; it offers a fresh lens for understanding complex systems and their behavior over time. Readers are introduced to the foundational elements of random walks, exploring how they model a variety of real-world phenomena, from finance to biology. The clear explanations and thoughtfully constructed examples aim to bridge the gap between theoretical concepts and real-life applications.

As they traverse through the key principles and theorems, Lawler and Limic encourage readers to appreciate the elegance and utility of random walks. This modern introduction serves as an invaluable resource for students, researchers, and anyone curious about the stochastic processes that shape our understanding of randomness in the natural world.

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