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Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables

Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables - Quantitative Applications in the Social Sciences

Paperback (14 Aug 2025)

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Publisher's Synopsis

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.

Book information

ISBN: 9781071950340
Publisher: SAGE Publications
Imprint: Sage
Pub date:
DEWEY: 519.536
DEWEY edition: 23
Language: English
Number of pages: 192
Weight: -1g
Height: 215mm
Width: 139mm