| 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 |