Probability for statistics and machine learning : (Record no. 4527)

000 -LEADER
fixed length control field 02420nam a22003974a 4500
001 - CONTROL NUMBER
EWU control number 4527
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhEWU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20180107150853.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 110309s2011 nyua g b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2011924777
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1441996338
International Standard Book Number 9781441996336
International Standard Book Number 9781441996343 (ebk.)
035 ## - SYSTEM CONTROL NUMBER
OCLC control number (OCoLC)ocn706920643
040 ## - CATALOGING SOURCE
Original cataloging agency YDXCP
Transcribing agency YDXCP
Modifying agency IPL
-- BWX
-- MUU
-- CDX
-- UKMGB
-- DLC
-- BD-DhEWU
Language of cataloging eng
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA273
Item number .D275 2011
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.2
DDC edition 23
Author mark and Year DAP 2011
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name DasGupta, Anirban.
9 (RLIN) 19500
245 10 - TITLE STATEMENT
Title Probability for statistics and machine learning :
Remainder of title fundamentals and advanced topics /
Statement of responsibility, etc Anirban DasGupta.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New York :
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc c2011.
300 ## - PHYSICAL DESCRIPTION
Extent xix, 782 p. :
Other physical details ill. ;
Dimensions 24 cm.
490 0# - SERIES STATEMENT
Series statement Springer texts in statistics.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and indexes.
505 ## - FORMATTED CONTENTS NOTE
Title Table of contents
Contents note Review of univariate probability --<br/>Multivariate discrete distributions --<br/>Multidimensional densities --<br/>Advanced distribution theory --<br/>Multivariate normal and related distributions --<br/>Finite sample theory of order statistics and extremes --<br/>Essential asymptotics and applications --<br/>Characteristics functions and applications --<br/>Asymptotoics of extremes and order statistics --<br/>Markov chains and application --<br/>Random walks --<br/>Brownian motion and Gaussian processes --<br/>Poisson processes and applications --<br/>Discrete time martingales and concentration inequalities --<br/>Probability metrics --<br/>Empirical processes and VC theory --<br/>Large deviations --<br/>The exponential family and statistical applications --<br/>Simulation and Markov chain Monte Carlo --<br/>Useful tools for statistics and machine learning.
520 ## - SUMMARY, ETC.
Summary, etc Summary:<br/>This accessible book provides a versatile treatment of classic as well as modern probability theory, while integrating them with core topics in statistical theory and also some key tools in machine Read more...<br/>
526 ## - STUDY PROGRAM INFORMATION NOTE
Program name Applied Statistics
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name Probabilities.
9 (RLIN) 2275
Topical term or geographic name Stochastic processes.
9 (RLIN) 2694
Topical term or geographic name Mathematical statistics.
9 (RLIN) 19501
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials Specified WorldCat details
Uniform Resource Identifier http://www.worldcat.org/title/probability-for-statistics-and-machine-learning-fundamentals-and-advanced-topics/oclc/706920643&referer=brief_results
Materials Specified E-book Fulltext
Uniform Resource Identifier http://lib.ewubd.edu/ebook/4527
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Text
Koha issues (borrowed), all copies 1
Holdings
Lost status Source of classification or shelving scheme Not for loan Collection code Permanent Location Current Location Shelving location Date of accession Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Date checked out Copy number Price effective from Koha item type
    Not For Loan Non-fiction EWU Library EWU Library Reserve Section 0000-00-00 Trim Education 6570.00 1 519.2 DAP 2011 26617 2015-10-12 2015-10-11 C-1 2015-04-20 Text
      Non-fiction EWU Library EWU Library E-book 2018-01-07       519.2 DAP 2011   2018-01-07     2018-01-07 E-Book

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