Information-theoretic methods for estimating complicated probability distributions
Title:
Information-theoretic methods for estimating complicated probability distributions
Author:
Zong, Zhi.
ISBN:
9780444527967
Personal Author:
Edition:
1st ed.
Publication Information:
Amsterdam ; Boston : Elsevier, 2006.
Physical Description:
xvii, 299 p. : ill. ; 24 cm. + 1 CD-ROM (4 3/4 in.).
Series:
Mathematics in science and engineering, v. 207
Series Title:
Mathematics in science and engineering, 0076-5392 ; v. 207
Contents:
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.
Electronic Access:
Publisher description http://www.loc.gov/catdir/enhancements/fy0664/2006049568-d.html