Data Analysis and Graphics Using R: An Example-Based Approach, 3/e (Hardcover)
暫譯: 使用 R 進行資料分析與圖形繪製:以範例為基礎的方法,第 3 版 (精裝本)
John Maindonald, W. John Braun
- 出版商: Cambridge
- 出版日期: 2010-06-07
- 售價: $4,570
- 貴賓價: 9.5 折 $4,342
- 語言: 英文
- 頁數: 549
- 裝訂: Hardcover
- ISBN: 0521762936
- ISBN-13: 9780521762939
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相關分類:
R 語言、Data Science
海外代購書籍(需單獨結帳)
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商品描述
Discover what you can do with R! Introducing the R system, covering standard regression methods, then tackling more advanced topics, this book guides users through the practical, powerful tools that the R system provides. The emphasis is on hands-on analysis, graphical display, and interpretation of data. The many worked examples, from real-world research, are accompanied by commentary on what is done and why. The companion website has code and datasets, allowing readers to reproduce all analyses, along with solutions to selected exercises and updates. Assuming basic statistical knowledge and some experience with data analysis (but not R), the book is ideal for research scientists, final-year undergraduate or graduate-level students of applied statistics, and practicing statisticians. It is both for learning and for reference. This third edition expands upon topics such as Bayesian inference for regression, errors in variables, generalized linear mixed models, and random forests.
商品描述(中文翻譯)
探索您可以使用 R 做什麼! 本書介紹 R 系統,涵蓋標準回歸方法,然後探討更高級的主題,指導用戶使用 R 系統提供的實用且強大的工具。重點在於實作分析、圖形顯示和數據解釋。許多來自真實世界研究的範例,附有對所做工作的評論及其原因。伴隨的網站提供程式碼和數據集,讓讀者能夠重現所有分析,並提供選定練習的解答和更新。本書假設讀者具備基本的統計知識和一些數據分析經驗(但不需要 R 的經驗),非常適合研究科學家、應用統計的最後一年本科生或研究生,以及在職的統計學家。它既適合學習也適合參考。本書的第三版擴展了貝葉斯推斷回歸、變數誤差、廣義線性混合模型和隨機森林等主題。