Nonparametric Regression and Generalized Linear Models 2024 pdf epub mobi 电子书

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发表于2024-05-13

Nonparametric Regression and Generalized Linear Models 2024 pdf epub mobi 电子书

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出版者:Chapman and Hall/CRC

作者:P.J. Green

出品人:

页数:184

译者:

出版时间:1993-5-1

价格:GBP 124.00

装帧:Hardcover

isbn号码:9780412300400

丛书系列:

图书标签: 统计数学光滑样条 textbook統計 Statistics GCV Data-Mining @網

Nonparametric Regression and Generalized Linear Models 2024 pdf epub mobi 电子书图书描述

In recent years, there has been a great deal of interest and activity in the general area of nonparametric smoothing in statistics. This monograph concentrates on the roughness penalty method and shows how this technique provides a unifying approach to a wide range of smoothing problems. The method allows parametric assumptions to be realized in regression problems, in those approached by generalized linear modelling, and in many other contexts. The emphasis throughout is methodological rather than theoretical, and it concentrates on statistical and computation issues. Real data examples are used to illustrate the various methods and to compare them with standard parametric approaches. Some publicly available software is also discussed. The mathematical treatment is self-contained and depends mainly on simple linear algebra and calculus. This monograph will be useful both as a reference work for research and applied statisticians and as a text for graduate students and other encountering the material for the first time.

Nonparametric Regression and Generalized Linear Models 2024 pdf epub mobi 电子书

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