MARC details
000 -LEADER |
fixed length control field |
01487nmm a22003497a 4500 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
SPU |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20210701210611.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
210519b2016 sz |||||o|||| 00| 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9783319440484 (E-book) |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
SPU |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
QA 278.2 |
Item number |
B47S 2015 |
100 ## - MAIN ENTRY--PERSONAL NAME |
Personal name |
Berk, Richard A. |
9 (RLIN) |
242367 |
245 10 - TITLE STATEMENT |
Title |
Statistical learning from a regression perspective / |
Statement of responsibility, etc. |
Richard A. Berk |
Medium |
[electronic resource] |
250 ## - EDITION STATEMENT |
Edition statement |
Second edition |
260 ## - PUBLICATION, DISTRIBUTION, ETC. |
Place of publication, distribution, etc. |
Cham, Switzerland : |
Name of publisher, distributor, etc. |
Springer, |
Date of publication, distribution, etc. |
2016 |
300 ## - PHYSICAL DESCRIPTION |
Extent |
1 online resource (xxiii, 347 pages) : |
Other physical details |
illustrations (some color). |
449 ## - DEPARTMENT |
Department name |
บางเขน. สำนักวิชาศึกษาทั่วไป. คณิตศาสตร์ประยุกต์ |
490 1# - SERIES STATEMENT |
Series statement |
Springer texts in statistics, |
International Standard Serial Number |
1431-875X |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc. note |
Includes bibliographical references and index |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Statistical Learning as a Regression Problem -- Splines, Smoothers, and Kernels -- Classification and Regression Trees (CART) -- Bagging -- Random Forests -- Boosting -- Support Vector Machines -- Some Other Procedures Briefly -- Broader Implications and a Bit of Craft Lore |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
REGRESSION ANALYSIS |
9 (RLIN) |
38813 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
STATISTICS |
9 (RLIN) |
34720 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
PUBLIC HEALTH |
9 (RLIN) |
36331 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
PROBABILITIES |
9 (RLIN) |
34243 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
SOCIAL SCIENCES |
9 (RLIN) |
34420 |
830 ## - SERIES ADDED ENTRY--UNIFORM TITLE |
Uniform title |
Springer texts in statistics. |
International Standard Serial Number |
1431-875X |
9 (RLIN) |
238221 |
850 ## - HOLDING INSTITUTION |
Holding institution |
SPU |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
<a href="https://drive.google.com/file/d/1ABqoczXcpES5UHAdDRgAv3NjsEk0Vu2R/view?usp=sharing">https://drive.google.com/file/d/1ABqoczXcpES5UHAdDRgAv3NjsEk0Vu2R/view?usp=sharing</a> |
Link text |
View Full-text |
910 ## - ACQUISITION INFORMATION (SPU) |
Purchaser |
Library |
Publisher |
Springer |
Accession date |
190521 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Library of Congress Classification |
Koha item type |
E-Book |
998 ## - STAFF NAME (SPU) |
ผู้ลงรายการ |
niparat 0521 |