发表于2024-12-23
Weak Convergence and Empirical Processes 2024 pdf epub mobi 电子书
图书标签: 数学 Statistics 经验过程 统计 Mathematics 统计学 数学和计算机 Textbook
This book explores weak convergence theory and empirical processes and their applications to many applications in statistics. Part one reviews stochastic convergence in its various forms. Part two offers the theory of empirical processes in a form accessible to statisticians and probabilists. Part three covers a range of topics demonstrating the applicability of the theory to key questions such as measures of goodness of fit and the bootstrap.
从Vapnik的SLT看到这本书,看了之后很多东西都是茅塞顿开的感觉,对于统计学习也有非常大的指导意义,特别是M-estimator那里。可惜太难了,一上来就是因为sup而引入的外测度和各种拓扑的内容,初学者根本受不了。
评分与你艰苦卓绝的斗争还将继续
评分原来是两大牛的学习笔记...怪不得这么难读...另外新版就要出了;我还是觉得Dudley 的UCLT写的更好
评分与你艰苦卓绝的斗争还将继续
评分原来是两大牛的学习笔记...怪不得这么难读...另外新版就要出了;我还是觉得Dudley 的UCLT写的更好
Weak Convergence and Empirical Processes 2024 pdf epub mobi 电子书