Applied Nonparametric Regression 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Wolfgang Hardle 作者

Cambridge University Press

译者

1992-4-9 出版日期

352 页数

GBP 50.00 价格

Paperback

丛书系列

9780521429504 图书编码

Applied Nonparametric Regression 在线电子书图书标签: Econometrics

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发表于2024-09-12

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Applied Nonparametric Regression 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Applied Nonparametric Regression 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Applied Nonparametric Regression is the first book to bring together in one place the techniques for regression curve smoothing involving more than one variable. The computer and the development of interactive graphics programs have made curve estimation possible. This volume focuses on the applications and practical problems of two central aspects of curve smoothing: the choice of smoothing parameters and the construction of confidence bounds. Hardle argues that all smoothing methods are based on a local averaging mechanism and can be seen as essentially equivalent to kernel smoothing. To simplify the exposition, kernel smoothers are introduced and discussed in great detail. Building on this exposition, various other smoothing methods (among them splines and orthogonal polynomials) are presented and their merits discussed. All the methods presented can be understood on an intuitive level; however, exercises and supplemental materials are provided for those readers desiring a deeper understanding of the techniques. The methods covered in this text have numerous applications in many areas using statistical analysis. Examples are drawn from economics as well as from other disciplines including medicine and engineering.

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