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Gaussian processes, function theory, and the inverse spectral problem (Record no. 35852)

MARC details
000 -LEADER
fixed length control field 02159nam a22002897a 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250305143421.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780486462790
040 ## - CATALOGING SOURCE
Original cataloging agency NISER LIBRARY
Transcribing agency NISER LIBRARY
Language of cataloging eng
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.218.7
Item number DYM-G
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Dym, H.
245 10 - TITLE STATEMENT
Title Gaussian processes, function theory, and the inverse spectral problem
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. Mineola, N.Y. :
Name of publisher, distributor, etc. Dover Publications,
Date of publication, distribution, etc. 2008.
300 ## - PHYSICAL DESCRIPTION
Extent xiii, 333 p. :
Other physical details ill. ;
Dimensions 22 cm.
490 ## - SERIES STATEMENT
Series statement Dover books on mathematics
500 ## - GENERAL NOTE
General note "This Dover edition, first published in 2008, is an unabridged republication of the work originally published in the "Probability and Mathematical Statistics" series by Academic Press, Inc., New York, in 1976."
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (p. 323-328) and index.
520 ## - SUMMARY, ETC.
Summary, etc. This book deals with the relation between the past and the future of a real, one-dimensional, stationary Gaussian process. Kolmogorov and Wiener showed how best to predict the future knowing the whole past. The more difficult problem, when only a finite segment of the past is known, was solved by M. G. Krein. A full treatment of this problem, and the prerequisites for dealing with it, occupies most of the book. The first three chapters are devoted to the necessary background in function theory, Hardy spaces and probability. Later chapters introduce the spectral theory of a weighted string developed by Krein and certain Hilbert spaces of entire functions introduced by L. de Branges. Various other connections between past and future are considered, such as mixing and Markovian character. The final chapter treats the problem of interpolation, when the whole process is known except for a gap and it is desired to predict what happens there.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Gaussian processes.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Stationary processes.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Spectral theory (Mathematics)
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Prediction theory.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name McKean, H. P.
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials specified Reviews
Uniform Resource Identifier <a href="https://www.goodreads.com/book/show/3113648-gaussian-processes-function-theory-and-the-inverse-spectral-problem#CommunityReviews">https://www.goodreads.com/book/show/3113648-gaussian-processes-function-theory-and-the-inverse-spectral-problem#CommunityReviews</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Universal Decimal Classification
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Source of acquisition Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Universal Decimal Classification     NISER LIBRARY NISER LIBRARY 27/02/2025 Order No. NISER/LIB/BK/PO/2024-25/36, Dt. 16/01/2025; Bombay Books; Invoice No. 884, Dt. 14/02/2025   519.218.7 DYM-G 25859 05/03/2025 05/03/2025 Book
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