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Understanding Regression Assumptions: (Quantitative Applications In The Social Sciences)

by William D. Berry

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Understanding Regression Assumptions: (Quantitative Applications In The Social Sciences)

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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ISBN

9780803942639

Published
April 1st 1993 by SAGE Publications Inc
Category
General
Number of pages
104
County of origin
UNITED STATES
Dimensions
216 x 140

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