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Regression analysis and linear models : concepts, applications, and implementation

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Data Type : eBook
ISBN : 9781462527991 
ISBN : 146252799X 
ISBN :
ISBN :
Personal Author : Darlington, Richard B., author.
Title/Author : Regression analysis and linear models:  concepts, applications, and implementation:  Richard B. Darlington, Andrew F. Hayes ; series editor's note by Todd D. Little. 
발행 : New York :  Guilford Publications, Inc. :  The Guilford Press,  [2017] 
저작권표시연도 : ©2017 
Format : 1 online resource (xxvi, 661 pages):  illustrations. 
Total Title Note : Methodology in the social sciences 
Note : Includes bibliographical references (page 627-636) and index. 
Content Note : 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... 
General Subject Name : Regression analysis. -- 
General Subject Name : Linear models (Statistics) -- 
General Subject Name : Psychology --  Statistical methods. -- 
General Subject Name : Social sciences --  Statistical methods. -- 
General Subject Name : MATHEMATICS / Probability & Statistics / Regression Analysis -- 
General Subject Name : Linear models (Statistics) -- 
General Subject Name : Psychology --  Statistical methods. -- 
General Subject Name : Regression analysis. -- 
General Subject Name : Social sciences --  Statistical methods. -- 
Personal Author : Hayes, Andrew F., author.
Personal Author : Little, Todd D., editor.
기타형태 저록 : Print version: Darlington, Richard B. Regression analysis and linear models. New York : The Guilford Press, [2017], 9781462521135
Language English
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