Local Polynomial Modelling and Its Applications 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025

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Jianqing Fan 作者

Chapman and Hall/CRC

译者

1996-3-1 出版日期

360 页数

GBP 102.00 价格

Hardcover

丛书系列

9780412983214 图书编码

Local Polynomial Modelling and Its Applications 在线电子书图书标签: 统计数学 Statistics 统计学计量经济学学术

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Local Polynomial Modelling and Its Applications 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2025

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Local Polynomial Modelling and Its Applications 在线电子书著者简介

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Local Polynomial Modelling and Its Applications 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Local Polynomial Modelling and Its Applications 在线电子书图书描述

Data-analytic approaches to regression problems, arising from many scientific disciplines are described in this book. The aim of these nonparametric methods is to relax assumptions on the form of a regression function and to let data search for a suitable function that describes the data well. The use of these nonparametric functions with parametric techniques can yield very powerful data analysis tools. Local polynomial modeling and its applications provides an up-to-date picture on state-of-the-art nonparametric regression techniques. The emphasis of the book is on methodologies rather than on theory, with a particular focus on applications of nonparametric techniques to various statistical problems. High-dimensional data-analytic tools are presented, and the book includes a variety of examples. This will be a valuable reference for research and applied statisticians, and will serve as a textbook for graduate students and others interested in nonparametric regression.

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