Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods (Record no. 2994417)

MARC details
000 -LEADER
fixed length control field 03603naaaa2200961uu 4500
001 - CONTROL NUMBER
control field https://directory.doabooks.org/handle/20.500.12854/84584
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220714173952.0
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number books978-3-0365-4298-0
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783036542973
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783036542980
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.3390/books978-3-0365-4298-0
Terms of availability doi
041 0# - LANGUAGE CODE
Language code of text/sound track or separate title English
042 ## - AUTHENTICATION CODE
Authentication code dc
072 #7 - SUBJECT CATEGORY CODE
Subject category code TB
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code TBX
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code TG
Source bicssc
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Mielniczuk, Jan
Relator code edt
9 (RLIN) 1590504
245 10 - TITLE STATEMENT
Title Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc MDPI - Multidisciplinary Digital Publishing Institute
Date of publication, distribution, etc 2022
300 ## - PHYSICAL DESCRIPTION
Extent 1 electronic resource (226 p.)
506 0# - RESTRICTIONS ON ACCESS NOTE
Terms governing access Open Access
Source of term star
Standardized terminology for access restriction Unrestricted online access
520 ## - SUMMARY, ETC.
Summary, etc This book addresses contemporary statistical inference issues when no or minimal assumptions on the nature of studied phenomenon are imposed. Information theory methods play an important role in such scenarios. The approaches discussed include various high-dimensional regression problems, time series and dependence analyses.
540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE
Terms governing use and reproduction Creative Commons
-- https://creativecommons.org/licenses/by/4.0/
-- cc
-- https://creativecommons.org/licenses/by/4.0/
546 ## - LANGUAGE NOTE
Language note English
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Technology: general issues
Source of heading or term bicssc
9 (RLIN) 928609
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element History of engineering & technology
Source of heading or term bicssc
9 (RLIN) 1129967
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mechanical engineering & materials
Source of heading or term bicssc
9 (RLIN) 1203599
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term high-dimensional time series
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Uncontrolled term nonstationarity
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Uncontrolled term network estimation
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Uncontrolled term change points
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Uncontrolled term kernel estimation
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Uncontrolled term high-dimensional regression
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Uncontrolled term loss function
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Uncontrolled term random predictors
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Uncontrolled term misspecification
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Uncontrolled term consistent selection
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Uncontrolled term subgaussianity
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Uncontrolled term generalized information criterion
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Uncontrolled term robustness
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Uncontrolled term statistical learning theory
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Uncontrolled term information theory
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Uncontrolled term entropy
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Uncontrolled term parameter estimation
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Uncontrolled term learning systems
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Uncontrolled term privacy
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Uncontrolled term prediction methods
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Uncontrolled term misclassification risk
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Uncontrolled term model misspecification
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Uncontrolled term penalized estimation
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Uncontrolled term supervised classification
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Uncontrolled term variable selection consistency
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Uncontrolled term archimedean copula
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Uncontrolled term consistency
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Uncontrolled term estimation
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Uncontrolled term extreme-value copula
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Uncontrolled term tail dependency
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Uncontrolled term multivariate analysis
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Uncontrolled term conditional mutual information
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Uncontrolled term CMI
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Uncontrolled term information measures
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Uncontrolled term nonparametric variable selection criteria
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Uncontrolled term gaussian mixture
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Uncontrolled term conditional infomax feature extraction
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Uncontrolled term CIFE
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Uncontrolled term joint mutual information criterion
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Uncontrolled term JMI
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Uncontrolled term generative tree model
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Uncontrolled term Markov blanket
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Uncontrolled term minimum distance estimation
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Uncontrolled term maximum likelihood estimation
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Uncontrolled term influence functions
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Uncontrolled term adaptive splines
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Uncontrolled term B-splines
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Uncontrolled term right-censored data
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Uncontrolled term semiparametric regression
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Uncontrolled term synthetic data transformation
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Uncontrolled term time series
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Uncontrolled term n/a
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Mielniczuk, Jan
Relator code oth
9 (RLIN) 1590504
856 40 - ELECTRONIC LOCATION AND ACCESS
Host name www.oapen.org
Uniform Resource Identifier <a href="https://mdpi.com/books/pdfview/book/5566">https://mdpi.com/books/pdfview/book/5566</a>
-- 0
Public note DOAB: download the publication
856 40 - ELECTRONIC LOCATION AND ACCESS
Host name www.oapen.org
Uniform Resource Identifier <a href="https://directory.doabooks.org/handle/20.500.12854/84584">https://directory.doabooks.org/handle/20.500.12854/84584</a>
-- 0
Public note DOAB: description of the publication
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