Reproducible Research with R and R Studio, 2/e (Paperback)

Christopher Gandrud

  • 出版商: CRC
  • 出版日期: 2015-06-13
  • 售價: $2,650
  • 貴賓價: 9.5$2,518
  • 語言: 英文
  • 頁數: 324
  • 裝訂: Paperback
  • ISBN: 1498715370
  • ISBN-13: 9781498715379
  • 相關分類: R 語言
  • 立即出貨 (庫存 < 4)

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商品描述

All the Tools for Gathering and Analyzing Data and Presenting Results

Reproducible Research with R and RStudio, Second Edition brings together the skills and tools needed for doing and presenting computational research. Using straightforward examples, the book takes you through an entire reproducible research workflow. This practical workflow enables you to gather and analyze data as well as dynamically present results in print and on the web.

New to the Second Edition

  • The rmarkdown package that allows you to create reproducible research documents in PDF, HTML, and Microsoft Word formats using the simple and intuitive Markdown syntax
  • Improvements to RStudio’s interface and capabilities, such as its new tools for handling R Markdown documents
  • Expanded knitr R code chunk capabilities
  • The kable function in the knitr package and the texreg package for dynamically creating tables to present your data and statistical results
  • An improved discussion of file organization, enabling you to take full advantage of relative file paths so that your documents are more easily reproducible across computers and systems
  • The dplyr, magrittr, and tidyr packages for fast data manipulation
  • Numerous modifications to R syntax in user-created packages
  • Changes to GitHub’s and Dropbox’s interfaces

Create Dynamic and Highly Reproducible Research

This updated book provides all the tools to combine your research with the presentation of your findings. It saves you time searching for information so that you can spend more time actually addressing your research questions. Supplementary files used for the examples and a reproducible research project are available on the author’s website.

商品描述(中文翻譯)

《R和RStudio可重複研究,第二版》集結了進行和呈現計算研究所需的技能和工具。本書通過簡單的示例,帶領讀者完成整個可重複研究的工作流程。這個實用的工作流程使您能夠收集和分析數據,並以印刷和網絡形式動態呈現結果。

第二版的新增內容包括:
- 使用簡單直觀的Markdown語法,通過rmarkdown包創建可重複研究文檔,支持PDF、HTML和Microsoft Word格式。
- RStudio界面和功能的改進,包括處理R Markdown文檔的新工具。
- 擴展的knitr R代碼塊功能。
- 使用knitr包的kable函數和texreg包動態創建表格,呈現數據和統計結果。
- 改進的文件組織討論,使您能夠充分利用相對文件路徑,從而使您的文檔在不同計算機和系統上更容易重複。
- 快速數據操作的dplyr、magrittr和tidyr包。
- 用戶創建的包中的R語法修改。
- GitHub和Dropbox界面的變化。

這本更新的書籍提供了將研究結果與呈現相結合的所有工具,節省了搜索信息的時間,使您能夠更多地專注於解決研究問題。作者網站提供了示例使用的附加文件和可重複研究項目。