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Statistical inference via convex optimization / (Record no. 81466)

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001 - CONTROL NUMBER
control field on1134459711
003 - CONTROL NUMBER IDENTIFIER
control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220908100208.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m o d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 191215t20202020njua ob 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2019048293
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency DLC
Modifying agency OCLCO
-- OCLCF
-- EBLCP
-- JSTOR
-- OCLCQ
-- YDX
-- N$T
-- YDX
-- DEGRU
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-- WAU
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-- IEEEE
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-- OCLCO
019 ## -
-- 1147839922
-- 1157305543
-- 1294673428
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780691200316
Qualifying information (electronic book)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0691200319
Qualifying information (electronic book)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9780691197296
Qualifying information (hardcover)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 0691197296
Qualifying information (hardcover)
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1515/9780691200316
Source of number or code doi
029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC)
OCLC library identifier AU@
System control number 000066626580
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1134459711
Canceled/invalid control number (OCoLC)1147839922
-- (OCoLC)1157305543
-- (OCoLC)1294673428
037 ## - SOURCE OF ACQUISITION
Stock number 22573/ctvqs3661
Source of stock number/acquisition JSTOR
037 ## - SOURCE OF ACQUISITION
Stock number 9453317
Source of stock number/acquisition IEEE
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA276
Item number .J84 2020eb
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT
Subject category code subdivision 042000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT
Subject category code subdivision 029000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT
Subject category code subdivision 003000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT
Subject category code subdivision 000000
Source bisacsh
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5/4
Edition number 23
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Juditsky, Anatoli,
Dates associated with a name 1962-
Relator term author.
9 (RLIN) 65478
245 10 - TITLE STATEMENT
Title Statistical inference via convex optimization /
Statement of responsibility, etc. Anatoli Juditsky, Arkadi Nemirovski.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Princeton, New Jersey :
Name of producer, publisher, distributor, manufacturer Princeton University Press,
Date of production, publication, distribution, manufacture, or copyright notice [2020]
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice �2020
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xx, 631 pages) :
Other physical details illustrations
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code n
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code nc
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
490 1# - SERIES STATEMENT
Series statement Princeton series in applied mathematics
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note On computational tractability -- Sparse recovery via �b1s minimization -- Hypothesis testing -- From hypothesis testing to estimating functionals -- Signal recovery by linear estimation -- Signal recovery beyond linear estimates -- Solutions to selected exercises.
520 ## - SUMMARY, ETC.
Summary, etc. "This authoritative book draws on the latest research to explore the interplay of high-dimensional statistics with optimization. Through an accessible analysis of fundamental problems of hypothesis testing and signal recovery, Anatoli Juditsky and Arkadi Nemirovski show how convex optimization theory can be used to devise and analyze near-optimal statistical inferences. Statistical Inference via Convex Optimization is an essential resource for optimization specialists who are new to statistics and its applications, and for data scientists who want to improve their optimization methods. Juditsky and Nemirovski provide the first systematic treatment of the statistical techniques that have arisen from advances in the theory of optimization. They focus on four well-known statistical problems--sparse recovery, hypothesis testing, and recovery from indirect observations of both signals and functions of signals--demonstrating how they can be solved more efficiently as convex optimization problems. The emphasis throughout is on achieving the best possible statistical performance. The construction of inference routines and the quantification of their statistical performance are given by efficient computation rather than by analytical derivation typical of more conventional statistical approaches. In addition to being computation-friendly, the methods described in this book enable practitioners to handle numerous situations too difficult for closed analytical form analysis, such as composite hypothesis testing and signal recovery in inverse problems. Statistical Inference via Convex Optimization features exercises with solutions along with extensive appendixes, making it ideal for use as a graduate text"--
Assigning source Provided by publisher.
588 0# - SOURCE OF DESCRIPTION NOTE
Source of description note Description based on online resource, title from digital title page (viewed on February 12, 2021).
590 ## - LOCAL NOTE (RLIN)
Local note IEEE
Provenance (VM) [OBSOLETE] IEEE Xplore Princeton University Press eBooks Library
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Mathematical statistics.
9 (RLIN) 9597
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Mathematical optimization.
9 (RLIN) 4112
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Convex functions.
9 (RLIN) 65479
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Optimisation math�ematique.
9 (RLIN) 63677
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Fonctions convexes.
9 (RLIN) 65480
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element MATHEMATICS
General subdivision Optimization.
Source of heading or term bisacsh
9 (RLIN) 63680
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Convex functions.
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst00877260
9 (RLIN) 65479
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Mathematical optimization.
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst01012099
9 (RLIN) 4112
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Mathematical statistics.
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst01012127
9 (RLIN) 9597
655 #0 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
9 (RLIN) 3294
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
9 (RLIN) 3294
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Nemirovski�i, A. S.
Fuller form of name (Arkadi�i Semenovich),
Relator term author.
9 (RLIN) 63734
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
Main entry heading Juditsky, Anatoli, 1962-
Title Statistical inference via convex optimization.
Place, publisher, and date of publication Princeton, New Jersey : Princeton University Press, [2020]
International Standard Book Number 9780691197296
Record control number (DLC) 2019048292
-- (OCoLC)1119533070
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Princeton series in applied mathematics.
9 (RLIN) 65481
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://ieeexplore.ieee.org/servlet/opac?bknumber=9453317">https://ieeexplore.ieee.org/servlet/opac?bknumber=9453317</a>
938 ## -
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-- DEGR
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-- YBP Library Services
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938 ## -
-- ProQuest Ebook Central
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938 ## -
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks
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No items available.