eBook: Random Explorations (DRM PDF)
 
電子書格式: DRM PDF
作者: Gregory F Lawler 
分類: Probability & statistics  
書城編號: 27040681

原價: HK$920.00
現售: HK$874 節省: HK$46

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製造商: American Mathematical Society
出版日期: 2022/02/11
頁數: 199
ISBN: 9781470472214

商品簡介
The title "Random Explorations" has two meanings. First, a few topics of advanced probability are deeply explored. Second, there is a recurring theme of analyzing a random object by exploring a random path. This book is an outgrowth of lectures by the author in the University of Chicago Research Experiences for Undergraduate (REU) program in 2020. The idea of the course was to expose advanced undergraduates to ideas in probability research. The book begins with Markov chains with an emphasis on transient or killed chains that have finite Green's function. This function, and its inverse called the Laplacian, is discussed next to relate two objects that arise in statistical physics, the loop-erased random walk (LERW) and the uniform spanning tree (UST). A modern approach is used including loop measures and soups. Understanding these approaches as the system size goes to infinity requires a deep understanding of the simple random walk so that is studied next, followed by a look at the infinite LERW and UST. Another model, the Gaussian free field (GFF), is introduced and related to loop measure. The emphasis in the book is on discrete models, but the final chapter gives an introduction to the continuous objects: Brownian motion, Brownian loop measures and soups, Schramm-Loewner evolution (SLE), and the continuous Gaussian free field. A number of exercises scattered throughout the text will help a serious reader gain better understanding of the material.
Gregory F Lawler 作者作品表

eBook: Random Explorations (DRM PDF)

eBook: Lectures on Contemporary Probability (DRM PDF)

Random Walk: A Modern Introduction (Hardcover)

Introduction to Stochastic Processes (Hardcover)

eBook: Conformally Invariant Processes in the Plane (DRM PDF)

eBook: Random Walk and the Heat Equation (DRM PDF)

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