Introductory statistics with R [electronic resource]
- 作者： Dalgaard, Peter.
- 其他作者：
- 出版： New York, NY : Springer-Verlag New York
- 叢書名： Statistics and Computing,
- 主題： Statistics--Data processing , R (Computer program language) , Computer Appl. in Life Sciences. , Statistics and Computing/Statistics Programs. , Bioinformatics , Statistics
- ISBN： 9780387790541 (electronic bk.) 、 9780387790534 (paper)
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FIND@SFXID:
CGU
- 資料類型: 電子書
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讀者標籤：
- 系統號： 005031151 | 機讀編目格式
館藏資訊
This book provides an elementary-level introduction to R, targeting both non-statistician scientists in various fields and students of statistics. The main mode of presentation is via code examples with liberal commenting of the code and the output, from the computational as well as the statistical viewpoint. Brief sections introduce the statistical methods before they are used. A supplementary R package can be downloaded and contains the data sets. All examples are directly runnable and all graphics in the text are generated from the examples. The statistical methodology covered includes statistical standard distributions, one- and two-sample tests with continuous data, regression analysis, one-and two-way analysis of variance, regression analysis, analysis of tabular data, and sample size calculations. In addition, the last four chapters contain introductions to multiple linear regression analysis, linear models in general, logistic regression, and survival analysis.