Zong, Zhi

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.

519.24 / ZON