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Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables

Language EnglishEnglish
Book Paperback
Book Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables Roger A. Wojtkiewicz
Libristo code: 48076257
Publishers Sage Publications Inc Ebooks, May 2025
This volume addresses the issue of linear constraints in regression modeling. Author Roger A. Wojtki... Full description
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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.

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About the book

Full name Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables
Author Roger A. Wojtkiewicz
Language English
Binding Book - Paperback
Date of issue 2025
Number of pages 192
EAN 9781071950340
ISBN 1071950347
Libristo code 48076257
Publishers Sage Publications Inc Ebooks
Weight 260
Dimensions 139 x 215

Categories

Society & Social Sciences > Sociology & anthropology > Sociology > Social research & statistics
Reference, Information & Interdisciplinary subjects > Research & information: general > Research methods: general
Society & Social Sciences > Politics & government > Political science & theory
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