Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables

Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables

by Roger A. Wojtkiewicz
Epub (Kobo), Epub (Adobe)
Publication Date: 22/05/2025

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"Spline variables and their interactions play a crucial role in the field of social science. This book offers a comprehensive and detailed exploration of this method, providing valuable insights and information for researchers in the field."

--Man-Kit Lei, The University of Georgia


This volume addresses the issue of linear constraints in regression modeling. Author Roger A. Wojtkiewicz uses the method of knotted spline variables (also known as piecewise linear regression) and a new method involving group spline variables to model nonlinearity in a variety of situations. Using spline variables to model nonlinearity allows researchers to specify unrestricted models for models that involve interval variables, allowing for greater flexibility in modeling any possible interaction.

ISBN:
9781071950364
9781071950364
Category:
Social research & statistics
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
22-05-2025
Language:
English
Publisher:
SAGE Publications

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