| Description |
1 online resource (1 volume) : illustrations |
| Bibliography |
Includes bibliographical references and index. |
| Summary |
Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R's functionality. -- Edited summary from book. |
| Contents |
pt. I. The language. Getting started -- Numerics, arithmetic, assignment, and vectors -- Matrices and arrays -- Non-numeric values -- Lists and data frames -- Special values, classes, and coercion -- Basic plotting -- Reading and writing files -- pt. II. Programming. Calling functions -- Conditions and loops -- Writing functions -- Exceptions, timings, and visibility -- pt. III. Statistics and probability. Elementary statistics -- Basic data visualization -- Probability -- Common probability distributions -- pt. IV. Statistical testing and modeling. Sampling distributions and confidence -- Hypothesis testing -- Analysis of variance -- Simple linear regression -- Multiple linear regression -- Linear model selection and diagnostics -- pt. V. Advanced graphics. Advanced plot customization -- Going further with the grammar of graphics -- Defining colors and plotting in higher dimensions -- Interactive 3D plots -- Appendix A. Installing R and contributed packages -- Appendix B. Working with RStudio. |
| Subject |
R (Computer program language)
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Computer programming.
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Statistics -- Data processing.
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R (Langage de programmation) |
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Programmation (Informatique) |
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Statistique -- Informatique. |
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computer programming. |
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Computer programming |
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R (Computer program language) |
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Statistics -- Data processing |
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Programmation (mathématiques) |
| Other Form: |
Print version: Davies, Tilman M. Book of R. San Francisco : No Starch Press, [2016] 9781593276515 (DLC) 2015035305 (OCoLC)907161055 |
| ISBN |
9781593276515 (electronic bk.) |
|
1593276516 (electronic bk.) |
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9781593277796 (electronic bk.) |
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1593277792 (electronic bk.) |
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