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Regression analysis and linear models : concepts, applications, and implementation
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Darlington, Richard B., author. Hayes, Andrew F., author. Little, Todd D., editor. |
| 서명/저자사항 | Regression analysis and linear models :concepts, applications, and implementationRichard B. Darlington, Andrew F. Hayes ; series editor's note by Todd D. Little. |
| 형태사항 | 1 online resource (xxvi, 661 pages) : illustrations. |
| 총서사항 | Methodology in the social sciences |
| 소장본 주기 | eBooks on EBSCOhostAll EBSCO eBooks |
| ISBN | 9781462527991 146252799X |
| 서지주기 | Includes bibliographical references (page 627-636) and index. |
| 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. |
| 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... |
| 일반주제명 | Regression analysis. Linear models (Statistics) Psychology -- Statistical methods. Social sciences -- Statistical methods. MATHEMATICS / Probability & Statistics / Regression Analysis Linear models (Statistics) Psychology -- Statistical methods. Regression analysis. Social sciences -- Statistical methods. |
| 언어 | 영어 |
| 기타형태 저록 | Print version:Darlington, Richard B.Regression analysis and linear models.New York : The Guilford Press, [2017]9781462521135 |
| 대출바로가기 | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1340168 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00009795 | 001.4/22 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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