otherApr 7, 2005Closed access

Information Theory and Statistics

Palo Alto Institute

Indexed incrossref

Abstract

This chapter contains sections titled: Method of Types Law of Large Numbers Universal Source Coding Large Deviation Theory Examples of Sanov's Theorem Conditional Limit Theorem Hypothesis Testing Chernoff–Stein Lemma Chernoff Information Fisher Information and the Cramér–Rao Inequality Summary Problems Historical Notes

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Authors

2

Topics & keywords

Keywords
  • Lemma (botany)
  • Information theory
  • Mathematics
  • Shannon's source coding theorem
  • Chernoff bound
  • Statistics
  • Mathematical economics
  • Econometrics
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