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名校购书信息
关键词:
Generalized Additive Models
- An Introduction with R
书目信息
ISBN:
9781584884743(13位)
中图分类号:
O1
杜威分类号:
中文译名:
利用R进行广义加法模型导论
作者:
Simon Wood
编者:
语种:
English
出版信息
出版社:
Chapman & Hall/CRC
出版地:
出版年:
2006
版本:
版本类型:
原版
丛书题名:
Texts in Statistical Science Series
卷期:
67
文献信息
关键词:
Behavioral Sciences/Psychological Science/Psychological Methods & Statistics
前言:
摘要:
内容简介:
Generalized Additive Models: An Introduction with R imparts a thorough understanding of the theory and practical applications of GAMs and related advanced models, enabling informed use of these flexible tools. The author's approach is based on a framework of penalized regression splines, and he builds the necessary foundation through motivating chapters on linear and generalized linear models. Use of the freely available R software helps explain the theory and illustrates the practicalities of linear, generalized linear, and generalized additive models, as well as their mixed effect extensions. An R package containing the featured datasets is freely available on the Internet.<BR><BR>OTI #1: C424X
目次:
附录:
全文链接:
读者对象:
Undergraduate
实体信息
页码:
416
装帧:
Hardback
尺寸:
其它形态细节:
其它信息
原价:
GBP
39.9900
原版ISBN:
其它ISBN:
图书特色:
书评:
扩展信息
Isbn:
1584884746
issue:
2006JC02
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