Handbook of Mixture Analysis (Chapman & Hall/CRC Handbooks of Modern Statistical Methods)
暫譯: 混合分析手冊(查普曼與霍爾/CRC現代統計方法手冊)

  • 出版商: Chapman and Hall/CRC
  • 出版日期: 2019-01-07
  • 售價: $7,680
  • 貴賓價: 9.5$7,296
  • 語言: 英文
  • 頁數: 522
  • 裝訂: Hardcover
  • ISBN: 1498763812
  • ISBN-13: 9781498763813
  • 海外代購書籍(需單獨結帳)

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商品描述

Mixture analysis is very active research topic in statistics and machine learning. It is a good timing for a Handbook to present a broad overview of the methods and applications, suitable for graduate students and young researchers new to the field. This Handbook is divided into two main parts; the first part covers all the methods, with illustrative examples and guidance on computing where appropriate; and the second part includes some more advanced methodological topics, and a series of case studies presenting applications of mixture analysis in a number of fields, including genomics, medicine, economics, finance and more.

商品描述(中文翻譯)

混合分析是統計學和機器學習中非常活躍的研究主題。現在正是出版一本手冊的好時機,以提供對該領域方法和應用的廣泛概述,適合研究生和剛進入該領域的年輕研究人員。本手冊分為兩個主要部分;第一部分涵蓋所有方法,並提供說明性範例和適當的計算指導;第二部分則包括一些更高級的方法論主題,以及一系列案例研究,展示混合分析在多個領域的應用,包括基因組學、醫學、經濟學、金融等。

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