NLU Meghalaya Library

Online Public Access Catalogue (OPAC)

Mathematical foundations of infinite-dimensional statistical models / (Record no. 9635)

MARC details
000 -LEADER
fixed length control field 02527nam a2200385 i 4500
001 - CONTROL NUMBER
control field CR9781009022811
003 - CONTROL NUMBER IDENTIFIER
control field UkCbUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240912200832.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m|||||o||d||||||||
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr||||||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 201119s2021||||enk o ||1 0|eng|d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781009022811 (ebook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9781108994132 (paperback)
040 ## - CATALOGING SOURCE
Original cataloging agency UkCbUP
Language of cataloging eng
Description conventions rda
Transcribing agency UkCbUP
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA278.8
Item number .G56 2021
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5/4
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Giné, Evarist,
Relator term author.
245 10 - TITLE STATEMENT
Title Mathematical foundations of infinite-dimensional statistical models /
Statement of responsibility, etc. Evarist Giné, Richard Nickl.
250 ## - EDITION STATEMENT
Edition statement Revised edition.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cambridge :
Name of producer, publisher, distributor, manufacturer Cambridge University Press,
Date of production, publication, distribution, manufacture, or copyright notice 2021.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xiv, 690 pages) :
Other physical details digital, PDF file(s).
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
490 1# - SERIES STATEMENT
Series statement Cambridge series in statistical and probabilistic mathematics
500 ## - GENERAL NOTE
General note Title from publisher's bibliographic system (viewed on 08 Mar 2021).
520 ## - SUMMARY, ETC.
Summary, etc. In nonparametric and high-dimensional statistical models, the classical Gauss-Fisher-Le Cam theory of the optimality of maximum likelihood estimators and Bayesian posterior inference does not apply, and new foundations and ideas have been developed in the past several decades. This book gives a coherent account of the statistical theory in infinite-dimensional parameter spaces. The mathematical foundations include self-contained 'mini-courses' on the theory of Gaussian and empirical processes, approximation and wavelet theory, and the basic theory of function spaces. The theory of statistical inference in such models - hypothesis testing, estimation and confidence sets - is presented within the minimax paradigm of decision theory. This includes the basic theory of convolution kernel and projection estimation, but also Bayesian nonparametrics and nonparametric maximum likelihood estimation. In a final chapter the theory of adaptive inference in nonparametric models is developed, including Lepski's method, wavelet thresholding, and adaptive inference for self-similar functions. Winner of the 2017 PROSE Award for Mathematics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Nonparametric statistics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Function spaces.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Nickl, Richard,
Dates associated with a name 1980-
Relator term author.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
International Standard Book Number 9781108994132
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Cambridge series in statistical and probabilistic mathematicss.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1017/9781009022811">https://doi.org/10.1017/9781009022811</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type eBooks
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection Home library Current library Date acquired Total checkouts Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Statistics & Probability Central Library Central Library 12/09/2024   EB0722 12/09/2024 12/09/2024 eBooks