Information Theory and the Central Limit Theorem

Johnson, Oliver T.

  • 出版商: World Scientific Pub
  • 出版日期: 2004-07-14
  • 售價: $4,270
  • 貴賓價: 9.5$4,057
  • 語言: 英文
  • 頁數: 224
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1860944736
  • ISBN-13: 9781860944734
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

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This book provides a comprehensive description of a new method of proving the central limit theorem, through the use of apparently unrelated results from information theory. It gives a basic introduction to the concepts of entropy and Fisher information, and collects together standard results concerning their behaviour. It brings together results from a number of research papers as well as unpublished material, showing how the techniques can give a unified view of limit theorems.