Understanding Regression Assumptions

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Author: William D Berry
Publisher: SAGE Publications Inc
ISBN-13: 9780803942639
Publishing year: February 1993
No of pages: 104
Weight: 150 grm
Language: English
Book binding: Paperback

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Through the use of careful explanation and examples, Berry demonstrates how to consider whether the assumptions of multiple regression are actually satisfied in a particular research project. Beginning with a brief review of the regression assumptions as they are typically presented in text books, he moves on to explore in detail the substantive meaning of each assumption, for example, lack of measurement error, absence of specification error, linearity, homoscedasticity and lack of autocorrelation.