Information-theoretic methods for estimating complicated probability distributions /
by Zhi Zong
- 1st ed.
- Boston : Elsevier, 2006.
- 299p. : ill. ; 1 CD-ROM (4 3/4 in.).
Includes bibliographical references (p. 289-293) and index.
Randomness and probability -- Inference and statistics -- Random numbers and their applications -- Approximation and B-spline function -- Disorder, entropy and entropy estimation --Estimation of 1-D complicated distributions based on large samples -- Estimation of 2-D complicated distributions based on large samples -- Estimation of 1-D complicated distribution based on small samples -- Estimation of 2-D complicated distribution based on small samples --Estimation of the membership function -- Estimation of distributions by use of the maximum entropy method -- Code specifications.
0444527966 9780444527967
Distribution (Probability theory) Information theory. Approximation theory.