Local Polynomial Modelling and Its Applications pdf epub mobi txt 电子书下载 2024

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Jianqing Fan

Chapman and Hall/CRC

1996-3-1

360

GBP 102.00

Hardcover

9780412983214

图书标签: 统计数学 Statistics 统计学计量经济学学术

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发表于2024-11-29

Local Polynomial Modelling and Its Applications epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Local Polynomial Modelling and Its Applications pdf epub mobi txt 电子书下载 2024

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.

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