Beginning R: The Statistical Programming Language (Paperback)

Mark Gardener

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商品描述

Conquer the complexities of this open source statistical language

R is fast becoming the de facto standard for statistical computing and analysis in science, business, engineering, and related fields. This book examines this complex language using simple statistical examples, showing how R operates in a user-friendly context. Both students and workers in fields that require extensive statistical analysis will find this book helpful as they learn to use R for simple summary statistics, hypothesis testing, creating graphs, regression, and much more. It covers formula notation, complex statistics, manipulating data and extracting components, and rudimentary programming.

  • R, the open source statistical language increasingly used to handle statistics and produces publication-quality graphs, is notoriously complex
  • This book makes R easier to understand through the use of simple statistical examples, teaching the necessary elements in the context in which R is actually used
  • Covers getting started with R and using it for simple summary statistics, hypothesis testing, and graphs
  • Shows how to use R for formula notation, complex statistics, manipulating data, extracting components, and regression
  • Provides beginning programming instruction for those who want to write their own scripts

Beginning R offers anyone who needs to perform statistical analysis the information necessary to use R with confidence.

商品描述(中文翻譯)

征服這個開源統計語言的複雜性

R正迅速成為科學、商業、工程和相關領域中統計計算和分析的事實標準。本書通過簡單的統計示例來解析這個複雜的語言,展示R在使用者友好的環境中的運作方式。學生和需要進行大量統計分析的工作者將會在學習使用R進行簡單的摘要統計、假設檢驗、圖形創建、回歸等方面受益。本書涵蓋了公式表示法、複雜統計、數據操作和提取組件、以及基礎編程等內容。


  • R是一個開源統計語言,越來越多地用於處理統計數據並生成出版品質的圖形,但其複雜性眾所周知。

  • 本書通過使用簡單的統計示例來使R更容易理解,以實際使用R的情境教授必要的元素。

  • 涵蓋了入門R以及使用R進行簡單的摘要統計、假設檢驗和圖形創建的內容。

  • 展示如何使用R進行公式表示法、複雜統計、數據操作、提取組件和回歸。

  • 為那些想要撰寫自己腳本的初學者提供了編程指導。

《Beginning R》為任何需要進行統計分析的人提供了使用R的信心所需的信息。