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Information Theory and Statistics: A Tutorial - Foundations and Trends® in Communications and Information Theory Imre Csiszar
Information Theory and Statistics: A Tutorial - Foundations and Trends® in Communications and Information Theory
Imre Csiszar
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.
124 pages
| メディア | 書籍 Paperback Book (ソフトカバーで背表紙を接着した本) |
| リリース済み | 2004年12月15日 |
| ISBN13 | 9781933019055 |
| 出版社 | now publishers Inc |
| ページ数 | 124 |
| 寸法 | 157 × 237 × 7 mm · 196 g |
| 言語 | 英語 |