Object Oriented Data Analysis
Marron, J. S., Dryden, Ian L.
- 出版商: CRC
- 出版日期: 2024-05-27
- 售價: $2,480
- 貴賓價: 9.5 折 $2,356
- 語言: 英文
- 頁數: 424
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032114800
- ISBN-13: 9781032114804
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相關分類:
Data Science
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相關主題
商品描述
Object Oriented Data Analysis is a framework that facilitates inter-disciplinary research through new terminology for discussing the often many possible approaches to the analysis of complex data. Such data are naturally arising in a wide variety of areas. This book aims to provide ways of thinking that enable the making of sensible choices.
The main points are illustrated with many real data examples, based on the authors' personal experiences, which have motivated the invention of a wide array of analytic methods.
While the mathematics go far beyond the usual in statistics (including differential geometry and even topology), the book is aimed at accessibility by graduate students. There is deliberate focus on ideas over mathematical formulas.
商品描述(中文翻譯)
「物件導向資料分析」是一個框架，透過新的術語來討論複雜資料分析中常見的多種可能方法，以促進跨學科研究。這樣的資料在各個領域中自然而然地出現。本書旨在提供思考方式，以便做出明智的選擇。
主要觀點以許多真實資料範例加以說明，這些範例基於作者個人經驗，激發了各種分析方法的創新。
雖然數學內容超出了統計學的一般範疇（包括微分幾何甚至拓撲學），但本書旨在為研究生提供易於理解的內容。書中有意將重點放在思想上，而非數學公式。
