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Topics in Statistical Information Theory
Kullback, Solomon; Keegel, John C.; Kullback, Joseph H.
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Description for Topics in Statistical Information Theory
Paperback. Series: Lecture Notes in Statistics. Num Pages: 168 pages, 1 black & white illustrations, biography. BIC Classification: PBW. Category: (P) Professional & Vocational. Dimension: 240 x 168 x 9. Weight in Grams: 301.
The relevance of information theory to statistical theory and its applications to stochastic processes is a unifying influence in these TOPICS. The integral representation of discrimination information is presented in these TOPICS reviewing various approaches used in the literature, and is also developed herein using intrinsically information-theoretic methods. Log likelihood ratios associated with various stochastic processes are computed by an application of minimum discrimination information estimates. Linear discriminant functionals are used in the information-theoretic analysis of a variety of stochastic processes. Sections are numbered serially within each chapter, with a decimal notation for subsections. Equations, examples, theorems and lemmas, are ... Read more
The relevance of information theory to statistical theory and its applications to stochastic processes is a unifying influence in these TOPICS. The integral representation of discrimination information is presented in these TOPICS reviewing various approaches used in the literature, and is also developed herein using intrinsically information-theoretic methods. Log likelihood ratios associated with various stochastic processes are computed by an application of minimum discrimination information estimates. Linear discriminant functionals are used in the information-theoretic analysis of a variety of stochastic processes. Sections are numbered serially within each chapter, with a decimal notation for subsections. Equations, examples, theorems and lemmas, are ... Read more
Product Details
Format
Paperback
Publication date
1987
Publisher
Springer-Verlag New York Inc. United States
Number of pages
168
Condition
New
Series
Lecture Notes in Statistics
Number of Pages
159
Place of Publication
New York, NY, United States
ISBN
9780387965123
SKU
V9780387965123
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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