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 |