Information Theory and Statistics: A Tutorial (Foundations and Trends in Communications and Information Theory)

Description

Book Description:

Information Theory and Statistics: A Tutorial is concerned with 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. Also, an introduction is provided to the theory of universal coding, and to statistical inference via the minimum description length principle motivated by that theory. The tutorial does not assume the reader has an in-depth knowledge of Information Theory or statistics. As such, Information Theory and Statistics: A Tutorial, is an excellent introductory text to this highly-important topic in mathematics, computer science and electrical engineering. It provides both students and researchers with an invaluable resource to quickly get up to speed in the field.





$$ Buy "Information Theory and Statistics: A Tutorial (Foundations and Trends in Communications and Information Theory)" on Amazon $$

Please check the description for download links if any or do a search to find alternative books.

Can't Download?
Please search mirrors if you can't find download links for "Information Theory and Statistics: A Tutorial (Foundations and Trends in Communications and Information Theory)" in "Description" and someone else may update the links. Check the comments when back to find any updates.

Search Mirrors
Maybe some mirror pages will be helpful, search this book at top of this page or click here to find more info.

1. Ebooks list page : 1677
2. Uncertainty and Information : Foundations of Generalized Information Theory
3. Uncertainty.and.Information.Foundations.of.Generalized.Information.Theory
4. Uncertainty and Information Foundations of Generalized Information Theory
5. Network Coding Theory (Foundations and Trends(R) in Communications and Informati
6. Transformation of Knowledge, Information and Data: Theory and Applications
7. Algorithmic Information Theory: Mathematics of Digital Information Processing
8. Algorithmic Information Theory: Mathematics of Digital Information Processing
9. Information Foraging Theory: Adaptive Interaction with Information
10. Intellectual Property Rights in a Networked World: Theory and Practice
11. Intellectual Property Rights in a Networked World: Theory and Practice
12. Information Foraging Theory: Adaptive Interaction with Information (Oxford Series in Human-Technology Interaction)
13. Information Foraging Theory: Adaptive Interaction with Information (Oxford Series in Human-Technology Interaction)
14. Information Foraging Theory: Adaptive Interaction with Information (Oxford Series in Human-Technology Interaction)
15. Information Foraging Theory: Adaptive Interaction with Information (Oxford Series in Human-Technology Interaction)
16. Information and Complexity in Statistical Modeling (Information Science and Statistics)