Graphical Data Analysis with R
暫譯: 使用 R 進行圖形數據分析
Unwin, Antony
- 出版商: CRC
- 出版日期: 2023-01-21
- 售價: $2,090
- 貴賓價: 9.5 折 $1,986
- 語言: 英文
- 頁數: 310
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032477318
- ISBN-13: 9781032477312
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相關分類:
Data Science
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相關主題
商品描述
See How Graphics Reveal Information
Graphical Data Analysis with R shows you what information you can gain from graphical displays. The book focuses on why you draw graphics to display data and which graphics to draw (and uses R to do so). All the datasets are available in R or one of its packages and the R code is available at rosuda.org/GDA.
Graphical data analysis is useful for data cleaning, exploring data structure, detecting outliers and unusual groups, identifying trends and clusters, spotting local patterns, evaluating modelling output, and presenting results. This book guides you in choosing graphics and understanding what information you can glean from them. It can be used as a primary text in a graphical data analysis course or as a supplement in a statistics course. Colour graphics are used throughout.
商品描述(中文翻譯)
看看圖形如何揭示資訊
使用 R 進行圖形數據分析向您展示從圖形顯示中可以獲得哪些資訊。本書重點在於為什麼要繪製圖形來顯示數據，以及應該繪製哪些圖形（並使用 R 來實現）。所有數據集都可以在 R 或其某個套件中獲得，R 代碼可在 rosuda.org/GDA 獲取。
圖形數據分析對於數據清理、探索數據結構、檢測異常值和不尋常的群體、識別趨勢和聚類、發現局部模式、評估建模輸出以及呈現結果都非常有用。本書指導您選擇圖形並理解您可以從中獲得的資訊。它可以作為圖形數據分析課程的主要教材，或作為統計課程的補充教材。全書使用彩色圖形。
作者簡介
Antony Unwin is a professor of computer-oriented statistics and data analysis at the University of Augsburg. He is a fellow of the American Statistical Society, co-author of Graphics of Large Datasets, and co-editor of the Handbook of Data Visualization. His research focuses on data visualisation, especially in interactive graphics. His research group has developed several pieces of interactive graphics software and written packages for R.
作者簡介(中文翻譯)
安東尼·烏恩是奧格斯堡大學計算機導向統計與數據分析的教授。他是美國統計學會的會員，並且是《大型數據集的圖形》（Graphics of Large Datasets）的共同作者，以及《數據視覺化手冊》（Handbook of Data Visualization）的共同編輯。他的研究專注於數據視覺化，特別是在互動圖形方面。他的研究小組開發了幾個互動圖形軟體，並為 R 語言撰寫了相關套件。
