Understanding Regression Assumptions
eBook - ePub

Understanding Regression Assumptions

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Understanding Regression Assumptions

About this book

Through the use of careful explanations and examples, Berry shows the reader 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 textbooks, Berry moves on to explore in detail the "substantive" meaning of each assumption (such as lack of measurement error, absence of specification error, linearity, homoscedasticity, and lack of autocorrelation). Aimed at improving social science applications of regression, this volume is a must for every student?s and researcher?s library.


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Yes, you can access Understanding Regression Assumptions by William D. Berry in PDF and/or ePUB format, as well as other popular books in Social Sciences & Social Science Research & Methodology. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover Page
  2. Title
  3. Copyright
  4. Contents
  5. Series Editor’s Introduction
  6. Acknowledgments
  7. 1. Introduction
  8. 2. A Formal Presentation of the Regression Assumptions
  9. 3. A “Weighty” Illustration
  10. 4. The Consequences of the Regression Assumptions Being Satisfied
  11. 5. The Substantive Meaning of Regression Assumptions
  12. 6. Conclusion
  13. Notes
  14. References
  15. About the Author