Understanding Regression Assumptions (Quantitative Applications in the Social Sciences)

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UPC:
9780803942639
Binding:
Paperback
Publication Date:
2/25/1993
Author:
William D. Berry
Language:
english
Edition:
1
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Product Overview

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 auto-correlation.