Empirical Processes in M-Estimation 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Sara van de Geer 作者

Cambridge University Press

譯者

2009-11-19 出版日期

300 頁數

GBP 35.99 價格

Paperback

Cambridge Series in Statistical and Probabilistic Mathematics 叢書系列

9780521123259 圖書編碼

Empirical Processes in M-Estimation 在線電子書圖書標籤: 統計數學非參數統計統計學習統計學經濟計量學不等式 2016

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Mathematical Foundations of Infinite-Dimensional Statistical Models 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載

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發表於2024-11-22

Empirical Processes in M-Estimation 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Empirical Processes in M-Estimation 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Empirical Processes in M-Estimation 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

Empirical Processes in M-Estimation 在線電子書用戶評價

評分☆☆☆☆☆

很好精悍的小書

評分☆☆☆☆☆

Many small typos but still solid.

評分☆☆☆☆☆

整個夏天就是跟此書死磕。

評分☆☆☆☆☆

Many small typos but still solid.

評分☆☆☆☆☆

要不是duchi大神，我估摸著這輩子也不想碰這本書吧

Empirical Processes in M-Estimation 在線電子書著者簡介

Empirical Processes in M-Estimation 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Empirical Processes in M-Estimation 在線電子書圖書描述

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 developed within the book; there is minimal recourse to abstract theoretical results. To make the results concrete, a detailed treatment is presented for two important examples of M-estimation, namely maximum likelihood and least squares. The theory also covers estimation methods using penalties and sieves. Many illustrative examples are given, including the Grenander estimator, estimation of functions of bounded variation, smoothing splines, partially linear models, mixture models and image analysis. Graduate students and professionals in statistics as well as those with an interest in applications, to such areas as econometrics, medical statistics, etc., will welcome this treatment.

Empirical Processes in M-Estimation 在線電子書下載 mobi epub pdf txt 在線電子書下載

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