Learning RStudio for R Statistical Computing

Mark P.J. van der Loo, Edwin de Jonge

  • 出版商: Packt Publishing
  • 出版日期: 2012-12-25
  • 售價: $1,420
  • 貴賓價: 9.5$1,349
  • 語言: 英文
  • 頁數: 126
  • 裝訂: Paperback
  • ISBN: 1782160604
  • ISBN-13: 9781782160601
  • 相關分類: R 語言
  • 海外代購書籍(需單獨結帳)

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商品描述

If you need to create and manage complex statistical analysis projects, this book could be a catalyst for great things. In clear, practical chapters it teaches you how to employ Rstudio's powerful features to perform R statistical computing.

Overview

  • A complete practical tutorial for RStudio, designed keeping in mind the needs of analysts and R developers alike.
  • Step-by-step examples that apply the principles of reproducible research and good programming practices to R projects.
  • Learn to effectively generate reports, create graphics, and perform analysis, and even build R-packages with RStudio.

In Detail

Data is coming at us faster, dirtier, and at an ever increasing rate. The necessity to handle many, complex statistical analysis projects is hitting statisticians and analysts across the globe. This book will show you how to deal with it like never before, thus providing an edge and improving productivity.

"Learning RStudio for R Statistical Computing" will teach you how to quickly and efficiently create and manage statistical analysis projects, import data, develop R scripts, and generate reports and graphics. R developers will learn about package development, coding principles, and version control with RStudio.

This book will help you to learn and understand RStudio features to effectively perform statistical analysis and reporting, code editing, and R development.

The book starts with a quick introduction where you will learn to load data, perform simple analysis, plot a graph, and generate automatic reports. You will then be able to explore the available features for effective coding, graphical analysis, R project management, report generation, and even project management.

"Learning RStudio for R Statistical Computing" is stuffed with feature-rich and easy-to-understand examples, through step-by-step instructions helping you to quickly master the most popular IDE for R development

What you will learn from this book

  • Learn to install and run RStudio on a desktop or a web server
  • Acquaint yourself with the latest and advanced R console features
  • Perform code editing and navigation
  • Learn to create advanced and interactive graphics
  • Effectively manage your R project and project files
  • Learn to build R extension packages
  • Perform reproducible statistical analyses within your R projects
  • Learn your way through getting

Approach

A practical tutorial covering how to leverage RStudio functionality to effectively perform R Development, analysis, and reporting with RStudio.

Who this book is written for

The book is aimed at R developers and analysts who wish to do R statistical development while taking advantage of RStudio functionality to ease their development efforts. Familiarity with R is assumed. Those who want to get started with R development using RStudio will also find the book useful. Even if you already use R but want to create reproducible statistical analysis projects or extend R with self-written packages, this book shows how to quickly achieve this using RStudio.

商品描述(中文翻譯)

如果您需要創建和管理複雜的統計分析項目,這本書可能會成為一個偉大的推動力。在清晰、實用的章節中,它教導您如何使用Rstudio的強大功能進行R統計計算。

概述:
- 一個完整的實用教程,專為分析師和R開發人員設計。
- 逐步示例應用可重複研究原則和良好的編程實踐到R項目中。
- 學習有效地生成報告、創建圖形、進行分析,甚至使用RStudio構建R包。

詳細內容:
數據以越來越快、越來越髒的方式不斷湧入,統計學家和分析師們在全球范圍內都面臨處理許多複雜的統計分析項目的需求。這本書將向您展示如何前所未有地應對這一需求,從而提供優勢並提高生產力。

《學習RStudio進行R統計計算》將教您如何快速高效地創建和管理統計分析項目,導入數據,開發R腳本,生成報告和圖形。R開發人員將學習有關包開發、編碼原則和RStudio的版本控制。

本書將幫助您學習和理解RStudio的功能,以有效地進行統計分析和報告、代碼編輯和R開發。

本書以快速介紹開始,您將學習如何加載數據、進行簡單分析、繪製圖形和生成自動報告。然後,您將能夠探索可用的功能,以進行有效的編碼、圖形分析、R項目管理、報告生成,甚至項目管理。

《學習RStudio進行R統計計算》充滿了功能豐富且易於理解的示例,通過逐步指導,幫助您快速掌握最受歡迎的R開發IDE。

您將從本書中學到的內容:
- 學習在桌面或Web服務器上安裝和運行RStudio
- 熟悉最新和高級的R控制台功能
- 進行代碼編輯和導航
- 學習創建高級和交互式圖形
- 有效管理您的R項目和項目文件
- 學習構建R擴展包
- 在您的R項目中進行可重複的統計分析
- 通過獲取途徑學習

方法:
一個實用的教程,介紹如何利用RStudio的功能有效地進行R開發、分析和報告。

本書的讀者:
本書面向希望在利用RStudio功能輕鬆進行R統計開發的R開發人員和分析師。假設讀者熟悉R。那些想要使用RStudio開始R開發的人也會發現本書很有用。即使您已經使用R,但想要創建可重複的統計分析項目或擴展R以使用自己編寫的包,本書將展示如何快速實現這一目標使用RStudio。