HOME > Detail View

Detail View

The elements of statistical learning : data mining, inference, and prediction

The elements of statistical learning : data mining, inference, and prediction

Material type
단행본
Personal Author
Hastie, Trevor. Tibshirani, Robert. Friedman, J. H. (Jerome H.)
Title Statement
The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, Jerome Friedman.
Publication, Distribution, etc
New York :   Springer ,   c2001.  
Physical Medium
xvi, 533 p. : ill. (some col.) ; 25 cm.
Series Statement
Springer series in statistics
ISBN
9780387952840 0387952845 (alk. paper)
Bibliography, Etc. Note
Includes bibliographical references (p. [509]-522) and indexes.
Subject Added Entry-Topical Term
Supervised learning (Machine learning)
000 01156namuu2200325 a 4500
001 000000784174
005 20071002092008
008 020927s2001 nyua b 001 0 eng d
010 ▼a 2001031433
020 ▼a 9780387952840
020 ▼a 0387952845 (alk. paper)
035 ▼a (KERIS)BIB000008047352
040 ▼a 211062 ▼c 211062 ▼d 211009
042 ▼a pcc
049 1 ▼l 131011727 ▼f 의학 ▼l 111224814
050 0 0 ▼a Q325.75 ▼b .F75 2001
072 7 ▼a QA ▼2 lcco
082 0 0 ▼a 006.3/1 ▼2 22
090 ▼a 006.31 ▼b H356e
100 1 ▼a Hastie, Trevor.
245 1 4 ▼a The elements of statistical learning : ▼b data mining, inference, and prediction / ▼c Trevor Hastie, Robert Tibshirani, Jerome Friedman.
260 ▼a New York : ▼b Springer , ▼c c2001.
300 ▼a xvi, 533 p. : ▼b ill. (some col.) ; ▼c 25 cm.
440 0 ▼a Springer series in statistics
504 ▼a Includes bibliographical references (p. [509]-522) and indexes.
650 0 ▼a Supervised learning (Machine learning)
700 1 ▼a Tibshirani, Robert.
700 1 ▼a Friedman, J. H. ▼q (Jerome H.)
945 ▼a KINS

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.31 H356e Accession No. 111224814 Availability Available Due Date Make a Reservation Service B M
No. 2 Location Main Library/Western Books/ Call Number 006.31 H356e Accession No. 111435137 Availability Available Due Date Make a Reservation Service B M
No. 3 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.31 H356e Accession No. 121096310 Availability Available Due Date Make a Reservation Service B M
No. 4 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.31 H356e Accession No. 121158515 Availability Available Due Date Make a Reservation Service B M
No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.31 H356e Accession No. 111224814 Availability Available Due Date Make a Reservation Service B M
No. 2 Location Main Library/Western Books/ Call Number 006.31 H356e Accession No. 111435137 Availability Available Due Date Make a Reservation Service B M
No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.31 H356e Accession No. 121096310 Availability Available Due Date Make a Reservation Service B M
No. 2 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.31 H356e Accession No. 121158515 Availability Available Due Date Make a Reservation Service B M

Contents information

Author Introduction

트레버 헤이스티(지은이)

통계학 및 생물의학 데이터 과학 교수다. 현대 데이터 분석 분야의 필독서로 꼽히는 『Elements of Statistical Learning, Second Edition』(Springer, 2016)의 공동 저자며, 일반 가첨(additive) 모델과 주요 곡선, R 컴퓨팅 환경에 대한 공로로 잘 알려져 있다. 2014년 통계적 혁신 부문의 '엠마누엘(Emmanuel)과 캐롤 파르젠(Carol Parzen) 상'을 수상했다.

로버트 팁시라니(지은이)

스탠퍼드대학교 통계학과 교수이며, 이 분야의 저명한 연구자다. 일반화 가법 모델을 개발했으며 이 제목으로 인기 있는 책을 저술했다. 라쏘를 제안했으며 이 분야의 매우 유명한 책인 『An introduction to the Bootstrap』(Chapman and Hall/CRC, 1993)의 공동 저자다.

Jerome H. Friedman(지은이)

Information Provided By: : Aladin

New Arrivals Books in Related Fields

Stevens, Eli (2020)