Graphical Data Analysis with R
Unwin, Antony
- 出版商: CRC
- 出版日期: 2023-01-21
- 售價: $2,160
- 貴賓價: 9.5 折 $2,052
- 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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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)
「看圖表如何揭示資訊」
《使用 R 進行圖形資料分析》展示了你可以從圖形顯示中獲得的資訊。本書著重於為何要繪製圖形來展示資料以及應該繪製哪些圖形（並使用 R 進行繪製）。所有的資料集都可以在 R 或其套件中找到，相關的 R 程式碼可在 rosuda.org/GDA 上取得。
圖形資料分析對於資料清理、探索資料結構、檢測異常值和不尋常群體、識別趨勢和群集、發現局部模式、評估建模輸出以及呈現結果都非常有用。本書指導你選擇圖形並理解從中可以獲得的資訊。它可以作為圖形資料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)
Antony Unwin是奧格斯堡大學的計算機導向統計和數據分析教授。他是美國統計學會的會士，也是《大數據圖形》的合著者和《數據可視化手冊》的合編者。他的研究專注於數據可視化，特別是交互式圖形。他的研究小組開發了幾個交互式圖形軟件並為R編寫了相應的軟件包。
