國立高雄大學圖資館 |

Language: English

Back

Handbook of regression analysis /

Chatterjee, Samprit, (1938-)

Handbook of regression analysis /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Handbook of regression analysis /Samprit Chatterjee, Jeffrey S. Simonoff.
Author:	Chatterjee, Samprit,
other author:	Simonoff, Jeffrey S.
Published:	Hoboken, New Jersey :Wiley,c2013.
Description:	xiv, 236 p. :ill. ;25 cm.
Notes:	"Written by two established experts in the field, the purpose of this handbook is to provide a practical, one-stop reference on regression analysis. The focus is on the tools that both practitioners and researchers use in real life. It is intended to be a comprehensive collection of the theory, methods, and applications of the subject matter, but it is deliberately written at an accessible level. The handbook will provide a quick and convenient reference or "refresher" on ideas and methods that are useful for the accurate analysis of data and its resulting interpretations. Students can use the book as an introduction to and/or summary of key concepts in regression and related course work (such as linear, nonlinear, and nonparametric regressions). Plentiful references are supplied for the more motivated readers. Theory is presented when necessary, and always supplemented by hands-on examples. Software routines are available via an author-maintained web site"--Provided by publisher.
Subject:	Regression analysisTextbooks.
Online resource:	http://catalogimages.wiley.com/images/db/jimages/9780470887165.jpg
ISBN:	0470887168

Handbook of regression analysis /
Chatterjee, Samprit,1938-

Handbook of regression analysis /Samprit Chatterjee, Jeffrey S. Simonoff. - Hoboken, New Jersey :Wiley,c2013. - xiv, 236 p. :ill. ;25 cm. - Wiley handbooks in applied statistics. - Wiley handbooks in applied statistics..

"Written by two established experts in the field, the purpose of this handbook is to provide a practical, one-stop reference on regression analysis. The focus is on the tools that both practitioners and researchers use in real life. It is intended to be a comprehensive collection of the theory, methods, and applications of the subject matter, but it is deliberately written at an accessible level. The handbook will provide a quick and convenient reference or "refresher" on ideas and methods that are useful for the accurate analysis of data and its resulting interpretations. Students can use the book as an introduction to and/or summary of key concepts in regression and related course work (such as linear, nonlinear, and nonparametric regressions). Plentiful references are supplied for the more motivated readers. Theory is presented when necessary, and always supplemented by hands-on examples. Software routines are available via an author-maintained web site"--Provided by publisher.

Includes bibliographical references (p. 227-230) and index.

Part I. The multiple linear regression model -- 1. Multiple linear regression -- 2. Model building -- Part II. Addressing violations of assumptions -- 3. Diagnostics for unusual observations -- 4. Transformations and linearizable models -- 5. Time series data and autocorrelation -- Part III. Categorical predictors -- 6. Analysis of variance -- 7. Analysis of covariance -- Part IV. Other regression models -- 8. Logistic regression -- 9. Multinomial regression -- 10. Count regression -- 11. Nonlinear regression.

ISBN: 0470887168

Standard No.: 40022068875

LCCN: 2012045175

Nat. Bib. No.: GBB396532bnbSubjects--Topical Terms:

436918
Regression analysis
--Textbooks.

LC Class. No.: QA278.2 / .C498 2013

Dewey Class. No.: 519.5/36

Handbook of regression analysis /
LDR:02878cam a2200349 a 450 001 480098
003 OCoLC
005 20160811021946.0
008 160826s2013 njua bf 001 0 eng
010 $a 2012045175
015 $a GBB396532 $2 bnb
019 $a 827785524 $a 860757610
020 $a 0470887168
020 $a 1118532813 (electronic bk.)
020 $a 9780470887165 : $c NT$3885
020 $a 9781118532812 (electronic bk.)
024 8 $a 40022068875
035 $a (OCoLC)809616549 $z (OCoLC)827785524 $z (OCoLC)860757610
035 $a ocn809616549
040 $a DLC $b eng $c DLC $d BTCTA $d OCLCO $d SINIE $d YDXCP $d BWX $d YUS $d OCLCQ $d CDX $d IAD $d MNY $d OCLCF $d NLE $d W2U $d OCLCQ $d CHVBK $d OCL $d OCLCQ
042 $a pcc
050 0 0 $a QA278.2 $b .C498 2013
082 0 0 $a 519.5/36 $2 23
084 $a MAT029030 $2 bisacsh
100 1 $a Chatterjee, Samprit, $d 1938- $3 182707
245 1 0 $a Handbook of regression analysis / $c Samprit Chatterjee, Jeffrey S. Simonoff.
260 $a Hoboken, New Jersey : $b Wiley, $c c2013.
300 $a xiv, 236 p. : $b ill. ; $c 25 cm.
490 1 $a Wiley handbooks in applied statistics
500 $a "Written by two established experts in the field, the purpose of this handbook is to provide a practical, one-stop reference on regression analysis. The focus is on the tools that both practitioners and researchers use in real life. It is intended to be a comprehensive collection of the theory, methods, and applications of the subject matter, but it is deliberately written at an accessible level. The handbook will provide a quick and convenient reference or "refresher" on ideas and methods that are useful for the accurate analysis of data and its resulting interpretations. Students can use the book as an introduction to and/or summary of key concepts in regression and related course work (such as linear, nonlinear, and nonparametric regressions). Plentiful references are supplied for the more motivated readers. Theory is presented when necessary, and always supplemented by hands-on examples. Software routines are available via an author-maintained web site"--Provided by publisher.
504 $a Includes bibliographical references (p. 227-230) and index.
505 0 $a Part I. The multiple linear regression model -- 1. Multiple linear regression -- 2. Model building -- Part II. Addressing violations of assumptions -- 3. Diagnostics for unusual observations -- 4. Transformations and linearizable models -- 5. Time series data and autocorrelation -- Part III. Categorical predictors -- 6. Analysis of variance -- 7. Analysis of covariance -- Part IV. Other regression models -- 8. Logistic regression -- 9. Multinomial regression -- 10. Count regression -- 11. Nonlinear regression.
650 0 $a Regression analysis $v Textbooks. $3 436918
700 1 $a Simonoff, Jeffrey S. $3 186335
776 0 8 $i Online version: $a Chatterjee, Samprit, 1938- $t Handbook of regression analysis. $d Hoboken, New Jersey : Wiley, 2013 $z 9781118532812 $w (DLC) 2012046309
830 0 $a Wiley handbooks in applied statistics. $3 722096
856 4 2 $3 Cover image $u http://catalogimages.wiley.com/images/db/jimages/9780470887165.jpg