Reproducible research with R and RStudio
著者
書誌事項
Reproducible research with R and RStudio
（The R series）（A Chapman & Hall book）
CRC Press, c2020
3rd ed
- : pbk
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注記
Includes bibliographical references (p. 263-269) and index
内容説明・目次
内容説明
Provides researchers with a reproducible research workflow for using R/RStudio to make the entire researchprocess reproducible; from data gathering, to analysis, to presentation
Includes instructions not only for creating reproducible research in R, but also extensively discusses how to take advantage of recent developments in RStudio.
Emphasizes the presentation of reproducible research with non-print formats such as HTML5 slideshows, blogs, and other web-based content.
Covers a range of techniques to organize and remotely store files at all stages of the research process. These techniques both streamline the research process, especially by making revisions easier, and enhance
The book itself will be reproducible, as all of the data, analysis, and markup files will be made available online.
目次
Introducing Reproducible Research. Getting Started with Reproducible Research. Getting Started with R, RStudio, and knitr/R Markdown. Getting Started with File Management. Storing, Collaborating, Accessing Files, and Versioning. Gathering Data with R. Preparing Data for Analysis. Statistical Modeling and knitr/R Markdown. Showing Results with Tables. Showing Results with Figures. Presenting with LaTeX. Presenting in a Variety of Formats with R Markdown. Conclusion.
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