Analyzing Medical Data Using S-PLUS / by Brian Everitt, Sophia Rabe-Hesketh
(Statistics for Biology and Health)
| データ種別 | 電子ブック |
|---|---|
| 出版者 | New York, NY : Springer New York : Imprint: Springer |
| 出版年 | 2001 |
| 本文言語 | 英語 |
| 大きさ | XII, 486 p : online resource |
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| 内容注記 | Prologue 1 An Introduction to S-PLUS 2 Describing Data 3 Basic Inference 4 Scatterplots, Simple Regression and Smoothing 5 Analysis of Variance and Covariance 6 The Analysis of Longitudinal Data 7 More Graphics 8 Multiple Linear Regression 9 Generalized Linear Models I: Logistic Regression 10 Generalised linear models II: Poisson regression 11 Linear Mixed Models I 12 Linear Mixed Models II 13 Generalized Additive Models 14 Nonlinear models 15 Regression Trees 16 Survival Analysis I 17 Survival Analysis II: Cox’s Regression 18 Principal Components and Factor Analysis 19 Cluster Analysis 20 Discriminant Function Analysis A The S-Plus Gui A.1 Introduction A.2 Statistical analysis using dialogue boxes A.3 Graphics using the GUI B Answers to selected exercises References |
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| 一般注記 | Each chapter will consist of basic statistical theory, simple examples of S-PLUS code, more complex examples of S-PLUS code, and exercises. All data sets will be taken from genuine medical investigations and will be made available, if possible, on a web site. All examples will contain extensive graphical analysis to highlight one of the prime features of S-PLUS. The book would complement Venables and Ripley (VR). However, there is far less about the details of S-PLUS and probably less technical descriptions of techniques. The book concentrates solely on medical data sets trying to demonstrate the flexibility of S-PLUS and its huge advantages, particularly for applied medical statisticians |
| 著者標目 | *Everitt, Brian author Rabe-Hesketh, Sophia author SpringerLink (Online service) |
| 件 名 | LCSH:Computer science LCSH:Application software LCSH:Biomathematics LCSH:Statistics FREE:Computer Science FREE:Computer Applications FREE:Statistics for Life Sciences, Medicine, Health Sciences FREE:Statistics and Computing/Statistics Programs FREE:Physiological, Cellular and Medical Topics |
| 分 類 | DC23:004 |
| 巻冊次 | ISBN:9781475732856 
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| ISBN | 9781475732856 |
| URL | http://dx.doi.org/10.1007/978-1-4757-3285-6 |
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