Empirical Processes in M-Estimation 豆 0.0分

资源最后更新于 2020-09-05 22:00:17

作者：Sara van de Geer

出版社：Cambridge University Press

出版日期：2009-01

ISBN：9780521123259

文件格式： pdf

标签： 统计 数学 非参数统计 统计学习 统计学 经济计量学 不等式 2016

简介· · · · · ·

The theory of empirical processes provides valuable tools for the development of asymptotic theory in (nonparametric) statistical models, and makes possible the unified treatment of a number of them. This book reveals the relation between the asymptotic behaviour of M-estimators and the complexity of parameter space. Virtually all results are proved using only elementary ideas ...