Understanding Regression Assumptions

William D. Berry

Understanding Regression Assumptions
Format
Paperback
Publisher
SAGE Publications Inc
Country
United States
Published
25 February 1993
Pages
104
ISBN
9780803942639

Understanding Regression Assumptions

William D. Berry

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.

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