Visualization and Verbalization of Data (Hardcover)
暫譯: 數據的可視化與口頭表達(精裝版)
Jorg Blasius, Michael Greenacre
- 出版商: CRC
- 出版日期: 2014-04-10
- 售價: $4,580
- 貴賓價: 9.5 折 $4,351
- 語言: 英文
- 頁數: 392
- 裝訂: Hardcover
- ISBN: 1466589809
- ISBN-13: 9781466589803
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商品描述
Visualization and Verbalization of Data shows how correspondence analysis and related techniques enable the display of data in graphical form, which results in the verbalization of the structures in data. Renowned researchers in the field trace the history of these techniques and cover their current applications.
The first part of the book explains the historical origins of correspondence analysis and associated methods. The second part concentrates on the contributions made by the school of Jean-Paul Benzécri and related movements, such as social space and geometric data analysis. Although these topics are viewed from a French perspective, the book makes them understandable to an international audience.
Throughout the text, well-known experts illustrate the use of the methods in practice. Examples include the spatial visualization of multivariate data, cluster analysis in computer science, the transformation of a textual data set into numerical data, the use of quantitative and qualitative variables in multiple factor analysis, different possibilities of recoding data prior to visualization, and the application of duality diagram theory to the analysis of a contingency table.
商品描述(中文翻譯)
數據的可視化與口頭表達展示了對應分析及相關技術如何使數據以圖形形式顯示,從而實現數據結構的口頭表達。該領域的知名研究者追溯了這些技術的歷史並涵蓋了它們的當前應用。
本書的第一部分解釋了對應分析及相關方法的歷史起源。第二部分則集中於Jean-Paul Benzécri學派及相關運動的貢獻,例如社會空間和幾何數據分析。雖然這些主題是從法國的角度來看,但本書使其對國際讀者易於理解。
在整個文本中,知名專家展示了這些方法在實踐中的應用。示例包括多變量數據的空間可視化、計算機科學中的聚類分析、將文本數據集轉換為數值數據、在多因子分析中使用定量和定性變量、可視化前數據重新編碼的不同可能性,以及將對偶圖理論應用於列聯表分析。