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Information Theory and Statistics

- A Tutorial

Bag om Information Theory and Statistics

Explores the applications of information theory concepts in statistics, in the finite alphabet setting. The topics covered include large deviations, hypothesis testing, maximum likelihood estimation in exponential families, analysis of contingency tables, and iterative algorithms with an "information geometry" background.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781933019055
  • Indbinding:
  • Paperback
  • Sideantal:
  • 124
  • Udgivet:
  • 15. december 2004
  • Størrelse:
  • 157x237x7 mm.
  • Vægt:
  • 196 g.
  • 8-11 hverdage.
  • 7. december 2024
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Explores the applications of information theory concepts in statistics, in the finite alphabet setting. The topics covered include large deviations, hypothesis testing, maximum likelihood estimation in exponential families, analysis of contingency tables, and iterative algorithms with an "information geometry" background.

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