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关键词:
Data Analysis and Graphics Using R
- An Example-Based Approach
书目信息
ISBN:
9780521861168(13位)
中图分类号:
O1
杜威分类号:
中文译名:
R语言数据分析与制图
作者:
John Maindonald, John Braun
编者:
语种:
English
出版信息
出版社:
Cambridge University Press
出版地:
出版年:
2007
版本:
2e
版本类型:
原版
丛书题名:
Cambridge Series in Statistical and Probabilistic Mathematics
卷期:
文献信息
关键词:
Mathematics
前言:
摘要:
内容简介:
Emphasising hands-on analysis, graphical display and interpretation of data, this is a guide to the practical tools that the R system provides. A website provides computer code and data sets, allowing readers to reproduce all analyses. For research scientists, final-year undergraduate or graduate students of applied statistics, and practising statisticians.
目次:
Preface; 1. A brief introduction to R; 2. Styles of data analysis; 3. Statistical models; 4. An introduction to formal inference; 5. Regression with a single predictor; 6. Multiple linear regression; 7. Exploiting the linear model framework; 8. Generalized linear models and survival analysis; 9. Time series models; 10. Multi-level models and repeated measures; 11. Tree-based classification and regression; 12. Multivariate data exploration and discrimination; 13. Regression on principal component or discriminant scores; 14. The R system - additional topics; Epilogue - models; References; Index of R symbols and functions; Index of terms; Index of names.
附录:
12 colour plates 50 tables 150 exercises 150 figures
全文链接:
读者对象:
professionals, graduate students, academic researchers
实体信息
页码:
528
装帧:
Hardback
尺寸:
其它形态细节:
其它信息
原价:
USD
76.5500
原版ISBN:
其它ISBN:
图书特色:
书评:
扩展信息
Isbn:
0521861160
issue:
2006JC02
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