An introduction to statistical learning : (Record no. 8930)

000 -LEADER
fixed length control field 02352nam a22005297a 4500
001 - CONTROL NUMBER
EWU control number 8930
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhEWU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20190520143543.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190520t20172013nyua g 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2013936251
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781461471370
International Standard Book Number 1461471370 (acidfree paper)
Cancelled/invalid ISBN 9781461471387 (eBook)
Cancelled/invalid ISBN 1461471389 (eBook)
035 ## - SYSTEM CONTROL NUMBER
OCLC control number (OCoLC)1014109834
040 ## - CATALOGING SOURCE
Original cataloging agency BTCTA
Language of cataloging eng
Transcribing agency BTCTA
Description conventions rda
Modifying agency DLC
-- BD-DhEWU
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA276
Item number .I585 2013
072 #7 - SUBJECT CATEGORY CODE
Subject category code QA
Source lcco
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5
DDC edition 23
Author mark and Year INT 2017
245 03 - TITLE STATEMENT
Title An introduction to statistical learning :
Remainder of title with applications in R /
Statement of responsibility, etc Gareth James... [et al.].
246 30 - VARYING FORM OF TITLE
Title proper/short title Statistical learning
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New York :
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc 2017.
300 ## - PHYSICAL DESCRIPTION
Extent xvi, 426 pages :
Other physical details illustrations (some color) ;
Dimensions 24 cm.
490 1# - SERIES STATEMENT
Series statement Springer texts in statistics,
International Standard Serial Number 1431-875X ;
Volume number/sequential designation 103
500 ## - GENERAL NOTE
General note Includes index.
505 ## - FORMATTED CONTENTS NOTE
Title Table of contents
Contents note Introduction.- Statistical Learning.- Linear Regression.- Classification.- Resampling Methods.- Linear Model Selection and Regularization.- Moving Beyond Linearity.- Tree-Based Methods.- Support Vector Machines.- Unsupervised Learning.- Index.
520 ## - SUMMARY, ETC.
Summary, etc This book presents key modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, and clustering.
526 ## - STUDY PROGRAM INFORMATION NOTE
Program name Computer Science & Engineering
Requested Dept. (EWU) Computer Science & Engineering
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name Mathematical statistics.
9 (RLIN) 24465
Topical term or geographic name Mathematical models.
9 (RLIN) 24466
Topical term or geographic name Mathematical statistics
Form subdivision Problems, exercises, etc.
9 (RLIN) 7301
Topical term or geographic name Mathematical models
Form subdivision Problems, exercises, etc.
9 (RLIN) 24467
Topical term or geographic name R (Computer program language)
9 (RLIN) 24468
Topical term or geographic name Statistics.
9 (RLIN) 24469
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name James, Gareth,
9 (RLIN) 24470
Personal name Witten, Daniela,
9 (RLIN) 24471
Personal name Hastie, Trevor,
9 (RLIN) 22283
Personal name Tibshirani, Robert,
9 (RLIN) 22289
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials Specified WorldCat Details
Uniform Resource Identifier https://www.worldcat.org/title/introduction-to-statistical-learning-with-applications-in-r/oclc/1014109834&referer=brief_results
Materials Specified Ebook Fulltext
Uniform Resource Identifier http://lib.ewubd.edu/ebook/8930
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Text
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 Full call number Barcode Date last seen Copy number Price effective from Koha item type
    Not For Loan Non-fiction EWU Library EWU Library Reserve Section 2019-05-16 Trim Education 4475.00 519.5 INT 2017 29852 2019-05-20 C-1 2019-05-20 Text
      Non-fiction EWU Library EWU Library Circulation Section 2019-05-16 Trim Education 4475.00 519.5 INT 2017 29853 2019-05-20 C-2 2019-05-20 Text
      Non-fiction EWU Library EWU Library Circulation Section 2019-05-16 Trim Education 4475.00 519.5 INT 2017 29854 2019-05-20 C-3 2019-05-20 Text
      Non-fiction EWU Library EWU Library E-book 2019-05-20     519.5 INT 2017   2019-05-20   2019-05-20 E-Book

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