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Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables

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Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables 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.

About This Edition

ISBN: 9781071950340
Publication date:
Author: Roger A Wojtkiewicz
Publisher: Sage an imprint of SAGE Publications
Format: Paperback
Pagination: 192 pages
Series: Quantitative Applications in the Social Sciences
Genres: Social research and statistics
Research methods: general

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