Information-theoretic methods for estimating complicated probability distributions [electronic resource] / Zhi Zong.

By:

Zong, Zhi

Material type: Text

TextSeries: Mathematics in science and engineering ; v. 207Publication details: Amsterdam : Elsevier, 2006.Edition: 1st edDescription: 1 online resourceContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9780444527967
9780080463858 (electronic bk.)

Subject(s):

LOC classification:

QA273.6 .Z66 2006

Online resources:

Electronic Resources

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.

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Includes bibliographical references (p. 289-293) and index.

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Information-theoretic methods for estimating complicated probability distributions [electronic resource] / Zhi Zong.

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