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2 - OLS Inside Out

from Part I - Turning Regression Inside Out

Published online by Cambridge University Press:  21 March 2024

Eric W. Schoon
Affiliation:
Ohio State University
David Melamed
Affiliation:
Ohio State University
Ronald L. Breiger
Affiliation:
University of Arizona
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Summary

Chapter 2 introduces the logic, basic mathematics, and some of the benefits of turning regression inside out in the context of Ordinary Least Squares (OLS) regression. We do this through an in-depth reimagining of a classic analysis of the effects of welfare state spending on poverty. The chapter introduces novel techniques for regression decomposition, data visualization, and geometric data analysis.

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Publisher: Cambridge University Press
Print publication year: 2024

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