Object Oriented Data Analysis
暫譯: 物件導向資料分析
Marron, J. S., Dryden, Ian L.
- 出版商: CRC
- 出版日期: 2021-11-24
- 售價: $4,910
- 貴賓價: 9.5 折 $4,665
- 語言: 英文
- 頁數: 424
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0815392826
- ISBN-13: 9780815392828
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相關分類:
Data Science
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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.
J. S. Marron is the Amos Hawley Distinguished Professor of Statistics, Professor of Biostatistics, Adjunct Professor of Computer Science, Faculty Member of the Bioinformatics and Computational Biology Curriculum and Research Member of the Lineberger Cancer Center and the Computational Medicine Program, at the University of North Carolina, Chapel Hill. Ian L. Dryden is a Professor in the Department of Mathematics and Statistics at Florida International University in Miami, has served as Head of School of Mathematical Sciences at the University of Nottingham, and is joint author of the acclaimed book Statistical Shape Analysis.
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。
J. S. Marron是北卡羅來納大學教堂山分校的阿莫斯·霍利統計學傑出教授、生物統計學教授、計算機科學兼任教授、生物資訊與計算生物學課程的教職員，以及萊恩伯格癌症中心和計算醫學計畫的研究成員。Ian L. Dryden是邁阿密佛羅里達國際大學數學與統計系的教授，曾擔任諾丁漢大學數學科學學院院長，並共同撰寫了廣受好評的書籍《統計形狀分析》。
作者簡介
J. S. Marron is the Amos Hawley Distinguished Professor of Statistics, Professor of Biostatistics, Adjunct Professor of Computer Science, Faculty Member of the Bioinformatics and Computational Biology Curriculum and Research Member of the Lineberger Cancer Center and the Computational Medicine Program, at the University of North Carolina, Chapel Hill.
Ian L. Dryden is Professor of Statistics in the School of Mathematical Sciences at the University of Nottingham, has served as Head of School, and is joint author of the acclaimed book Statistical Shape Analysis.
作者簡介(中文翻譯)
J. S. Marron 是北卡羅來納大學教堂山分校的阿莫斯·霍利（Amos Hawley）傑出統計學教授、生物統計學教授、計算機科學兼任教授、生物資訊與計算生物學課程的教職成員，以及萊恩伯格癌症中心和計算醫學計畫的研究成員。
Ian L. Dryden 是諾丁漢大學數學科學學院的統計學教授，曾擔任學院院長，並共同撰寫了備受讚譽的書籍《Statistical Shape Analysis》。
