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 |