Object Oriented Data Analysis
暫譯: 物件導向資料分析

Marron, J. S., Dryden, Ian L.

Object Oriented Data Analysis
  • 出版商: CRC
  • 出版日期: 2024-05-27
  • 售價: $2,300
  • 貴賓價: 9.5 折 $2,185
  • 語言: 英文
  • 頁數: 424
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032114800
  • ISBN-13: 9781032114804
  • 相關分類: Data Science
  • 其他版本: Object Oriented Data Analysis

    • 海外代購書籍(需單獨結帳)

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》是一個促進跨學科研究的框架，透過新的術語來討論分析複雜資料的多種可能方法。這類資料自然出現在各種領域中。本書旨在提供思考方式，使讀者能夠做出明智的選擇。

主要觀點透過許多真實資料範例來說明，這些範例基於作者的個人經驗，激發了各種分析方法的發明。

雖然數學內容遠超過統計學的常規（包括微分幾何甚至拓撲學），但本書的目標是讓研究生能夠輕鬆理解。書中故意強調概念而非數學公式。

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