Markov Chains and Mixing Times 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024


Markov Chains and Mixing Times

简体网页||繁体网页
David A. Levin 作者
American Mathematical Society
译者
2008-12-09 出版日期
371 页数
USD 65.00 价格
Hardcover
丛书系列
9780821847398 图书编码

Markov Chains and Mixing Times 在线电子书 图书标签: 数学  Statistics  mcmc  Marcov  2016   


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发表于2024-12-26


Markov Chains and Mixing Times 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Markov Chains and Mixing Times 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Markov Chains and Mixing Times 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024



Markov Chains and Mixing Times 在线电子书 用户评价

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Barta said: it will be the best textbook you ever had

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相比之下我浙的概率论就是垃圾。。。 当然后面的我也不打算看了

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相比之下我浙的概率论就是垃圾。。。 当然后面的我也不打算看了

评分

相比之下我浙的概率论就是垃圾。。。 当然后面的我也不打算看了

评分

Barta said: it will be the best textbook you ever had

Markov Chains and Mixing Times 在线电子书 著者简介

Simon Asher Levin (born April 22, 1941) is an American ecologist. He is a James S. McDonnell Distinguished University Professor in the Department of Ecology and Evolution and the Director of the Center for BioComplexity at Princeton University.[1] He specializes in using mathematical modeling and empirical studies in the understanding of macroscopic patterns of ecosystems and biological diversities.


Markov Chains and Mixing Times 在线电子书 图书目录


Markov Chains and Mixing Times 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Markov Chains and Mixing Times 在线电子书 图书描述

This book is an introduction to the modern approach to the theory of Markov chains. The main goal of this approach is to determine the rate of convergence of a Markov chain to the stationary distribution as a function of the size and geometry of the state space. The authors develop the key tools for estimating convergence times, including coupling, strong stationary times, and spectral methods. Whenever possible, probabilistic methods are emphasized. The book includes many examples and provides brief introductions to some central models of statistical mechanics. Also provided are accounts of random walks on networks, including hitting and cover times, and analyses of several methods of shuffling cards. As a prerequisite, the authors assume a modest understanding of probability theory and linear algebra at an undergraduate level. Markov Chains and Mixing Times is meant to bring the excitement of this active area of research to a wide audience.

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