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Regression analysis and linear models [electronic resource] : concepts, applications, and implementation

Regression analysis and linear models [electronic resource] : concepts, applications, and implementation

자료유형
E-Book(소장)
개인저자
Darlington, Richard B. Hayes, Andrew F. Little, Todd D.
서명 / 저자사항
Regression analysis and linear models [electronic resource] : concepts, applications, and implementation / Richard B. Darlington, Andrew F. Hayes ; Series Editor's Note by Todd D. Little.
발행사항
New York :   Guilford Publications, Inc. :   The Guilford Press,   2017.  
형태사항
1 online resource (xxvi, 661 p.) : ill.
기타형태 저록
Print version:   Darlington, Richard B.   Regression analysis and linear models.   New York : The Guilford Press, 2017   9781462521135   (211008) 000045894664  
총서사항
Methodology in the social sciences
ISBN
9781462527991 (electronic bk.) 146252799X (electronic bk.)
요약
Emphasizing conceptual understanding over mathematics, this user-friendly text introduces linear regression analysis to students and researchers across the social, behavioral, consumer, and health sciences. Coverage includes model construction and estimation, quantification and measurement of multivariate and partial associations, statistical control, group comparisons, moderation analysis, mediation and path analysis, and regression diagnostics, among other important topics. Engaging worked-through examples demonstrate each technique, accompanied by helpful advice and cautions. The use of SPS...
일반주기
Title from e-Book title page.  
내용주기
Statistical control and linear models -- The simple regression model -- Partial relationship and the multiple regression model -- Statistical inference in regression -- Extending regression analysis principles -- Statistical versus experimental control -- Regression for prediction -- Assessing the importance of regressors -- Multicategorical regressors -- More on multicategorical regressors -- Multiple tests -- Nonlinear relationships -- Linear interaction -- Probing interactions and various complexities -- Mediation and path analysis -- Detecting and managing irregularities -- Power, measurement error, and various miscellaneous topics -- Logistic regression and other linear models.
서지주기
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.  
일반주제명
Regression analysis. Linear models (Statistics). Psychology --Statistical methods. Social sciences --Statistical methods.
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URL
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245 1 0 ▼a Regression analysis and linear models ▼h [electronic resource] : ▼b concepts, applications, and implementation / ▼c Richard B. Darlington, Andrew F. Hayes ; Series Editor's Note by Todd D. Little.
260 ▼a New York : ▼b Guilford Publications, Inc. : ▼b The Guilford Press, ▼c 2017.
300 ▼a 1 online resource (xxvi, 661 p.) : ▼b ill.
490 1 ▼a Methodology in the social sciences
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references and index.
505 0 ▼a Statistical control and linear models -- The simple regression model -- Partial relationship and the multiple regression model -- Statistical inference in regression -- Extending regression analysis principles -- Statistical versus experimental control -- Regression for prediction -- Assessing the importance of regressors -- Multicategorical regressors -- More on multicategorical regressors -- Multiple tests -- Nonlinear relationships -- Linear interaction -- Probing interactions and various complexities -- Mediation and path analysis -- Detecting and managing irregularities -- Power, measurement error, and various miscellaneous topics -- Logistic regression and other linear models.
520 ▼a Emphasizing conceptual understanding over mathematics, this user-friendly text introduces linear regression analysis to students and researchers across the social, behavioral, consumer, and health sciences. Coverage includes model construction and estimation, quantification and measurement of multivariate and partial associations, statistical control, group comparisons, moderation analysis, mediation and path analysis, and regression diagnostics, among other important topics. Engaging worked-through examples demonstrate each technique, accompanied by helpful advice and cautions. The use of SPS...
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Regression analysis.
650 0 ▼a Linear models (Statistics).
650 0 ▼a Psychology ▼x Statistical methods.
650 0 ▼a Social sciences ▼x Statistical methods.
700 1 ▼a Hayes, Andrew F.
700 1 ▼a Little, Todd D.
776 0 8 ▼i Print version: ▼a Darlington, Richard B. ▼t Regression analysis and linear models. ▼d New York : The Guilford Press, 2017 ▼z 9781462521135 ▼w (211008) 000045894664
830 0 ▼a Methodology in the social sciences.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1340168
945 ▼a KLPA
991 ▼a E-Book(소장)

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/e-Book 컬렉션/ 청구기호 CR 001.422 등록번호 E14002390 도서상태 대출불가(열람가능) 반납예정일 예약 서비스 M

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