R in a Nutshell, 2/e (Paperback)

Joseph Adler

R in a Nutshell, 2/e (Paperback)
  • 出版商: O'Reilly
  • 出版日期: 2012-11-13
  • 定價: $2,100
  • 售價: 9.5 折 $1,995
  • 貴賓價: 9.0 折 $1,890
  • 語言: 英文
  • 頁數: 724
  • 裝訂: Paperback
  • ISBN: 144931208X
  • ISBN-13: 9781449312084
  • 相關分類: R 語言
  • 相關翻譯: R語言核心技術手冊(第2版) (簡中版)

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商品描述

Why learn R? Because it's rapidly becoming the standard for developing statistical software. R in a Nutshell provides a quick and practical way to learn this increasingly popular open source language and environment. You'll not only learn how to program in R, but also how to find the right user-contributed R packages for statistical modeling, visualization, and bioinformatics.

The author introduces you to the R environment, including the R graphical user interface and console, and takes you through the fundamentals of the object-oriented R language. Then, through a variety of practical examples from medicine, business, and sports, you'll learn how you can use this remarkable tool to solve your own data analysis problems.

  • Understand the basics of the language, including the nature of R objects
  • Learn how to write R functions and build your own packages
  • Work with data through visualization, statistical analysis, and other methods
  • Explore the wealth of packages contributed by the R community
  • Become familiar with the lattice graphics package for high-level data visualization
  • Learn about bioinformatics packages provided by Bioconductor

"I am excited about this book. R in a Nutshell is a great introduction to R, as well as a comprehensive reference for using R in data analytics and visualization. Adler provides 'real world' examples, practical advice, and scripts, making it accessible to anyone working with data, not just professional statisticians."

--Martin Schultz, Arthur K. Watson Professor of Computer Science, Yale University

商品描述(中文翻譯)

為什麼要學習 R？因為它正迅速成為開發統計軟體的標準。《R in a Nutshell》提供了一種快速實用的方式來學習這個越來越受歡迎的開源語言和環境。你不僅會學習如何在 R 中編程，還會學習如何找到適合的用戶貢獻的 R 套件，用於統計建模、可視化和生物信息學。

作者向你介紹了 R 環境，包括 R 圖形用戶界面和控制台，並帶你深入了解面向對象的 R 語言的基礎知識。然後，通過醫學、商業和體育等各種實際例子，你將學習如何使用這個卓越的工具來解決自己的數據分析問題。

- 理解語言的基礎知識，包括 R 對象的性質
- 學習如何編寫 R 函數並建立自己的套件
- 通過可視化、統計分析和其他方法來處理數據
- 探索 R 社區貢獻的豐富套件
- 熟悉用於高級數據可視化的 lattice 圖形套件
- 了解 Bioconductor 提供的生物信息學套件

「我對這本書感到興奮。《R in a Nutshell》是學習 R 的絕佳入門書，也是在數據分析和可視化中使用 R 的全面參考資料。Adler 提供了「現實世界」的例子、實用建議和腳本，使其對任何處理數據的人都易於理解，而不僅僅是專業統計學家。」
- Martin Schultz，耶魯大學 Arthur K. Watson 計算機科學教授

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