An introduction to statistical learning : (Record no. 198306)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01874nmm a22004337a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | SPU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20210707232928.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200716b2017 nyu|||||o|||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781461471387 (E-book) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | SPU |
| Transcribing agency | SPU |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA 276 |
| Item number | I57 2017 |
| 245 03 - TITLE STATEMENT | |
| Title | An introduction to statistical learning : |
| Remainder of title | with applications in R / |
| Statement of responsibility, etc. | Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani |
| Medium | [electronic resource] |
| 246 30 - VARYING FORM OF TITLE | |
| Title proper/short title | Statistical learning |
| 250 ## - EDITION STATEMENT | |
| Edition statement | Eighth edition |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York : |
| Name of publisher, distributor, etc. | Springer : |
| Date of publication, distribution, etc. | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource ( xiv, 426 pages) : |
| Other physical details | illustrations |
| 449 ## - DEPARTMENT (SPU) | |
| Department name | บางเขน. สำนักวิชาศึกษาทั่วไป. คณิตศาสตร์ประยุกต์ |
| 490 1# - SERIES STATEMENT | |
| Series statement | Springer texts in statistics |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes index |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted 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 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MATHEMATICAL STATISTICS |
| 9 (RLIN) | 35000 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MATHEMATICAL MODELS |
| 9 (RLIN) | 46876 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MATHEMATICAL STATISTICS |
| 9 (RLIN) | 237931 |
| General subdivision | PROBLEMS, EXERCISES, ETC |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MATHEMATICAL MODELS |
| 9 (RLIN) | 237932 |
| General subdivision | PROBLEMS, EXERCISES,ETC |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | RTL (COMPUTER PROGRAM LANGUAGE) |
| 9 (RLIN) | 187341 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | STATISTICS |
| 9 (RLIN) | 34720 |
| 650 10 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MODELS, STATISTICAL |
| 9 (RLIN) | 237933 |
| 650 10 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | STATISTICS AS TOPIC |
| 9 (RLIN) | 237934 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | James, Gareth |
| 9 (RLIN) | 238056 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Witten, Daniela |
| 9 (RLIN) | 238057 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hastie, Trevor |
| 9 (RLIN) | 238058 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Tibshirani, Robert |
| 9 (RLIN) | 238059 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Springer texts in statistics. |
| Authority record control number or standard number | http://id.loc.gov/authorities/names/n84743107 |
| 850 ## - HOLDING INSTITUTION | |
| Holding institution | SPU |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://drive.google.com/file/d/1bl7xSXrryGm9UE1JLsQ687jpO0p7T00q/view?usp=sharing">https://drive.google.com/file/d/1bl7xSXrryGm9UE1JLsQ687jpO0p7T00q/view?usp=sharing</a> |
| Link text | View Full-text |
| 910 ## - ACQUISITION INFORMATION (SPU) | |
| Purchaser | Library |
| Publisher | Springer |
| Accession date | 150720 |
| 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 0720 |
| ผู้วิเคราะห์รายการ | niparat 0720 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available | Electronic Resources | SPU Library, Bangkok (Main Campus) | SPU Library, Bangkok (Main Campus) | On Display | 16/07/2020 | QA 276 I57 2017 | 9781461471387 | 16/07/2020 | 16/07/2020 | E-Book |