Understanding Regression Assumptions
Nonfiction, Reference & Language, Reference, Research, Social & Cultural Studies, Social Science
| Author: | Dr. William D. Berry | ISBN: | 9781506315829 |
| Publisher: | SAGE Publications | Publication: | February 25, 1993 |
| Imprint: | SAGE Publications, Inc | Language: | English |
| Author: | Dr. William D. Berry |
| ISBN: | 9781506315829 |
| Publisher: | SAGE Publications |
| Publication: | February 25, 1993 |
| Imprint: | SAGE Publications, Inc |
| Language: | English |
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.
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.
