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Adaptive Regression for Modeling Nonlinear RelationshipsAdaptive Regression Modeling Formulation

Adaptive Regression for Modeling Nonlinear Relationships: Adaptive Regression Modeling Formulation [This chapter provides a general formulation for adaptive regression modeling of nonlinear relationships. Since formulations for special cases have been provided earlier, only overviews are presented for alternative types of regression models and alternative cross-validation scoring approaches. A detailed formulation for the adaptive regression modeling process used by the genreg macro is provided, which has only been generally described earlier.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Adaptive Regression for Modeling Nonlinear RelationshipsAdaptive Regression Modeling Formulation

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References (3)

Publisher
Springer International Publishing
Copyright
© Springer International Publishing Switzerland 2016
ISBN
978-3-319-33944-3
Pages
353 –370
DOI
10.1007/978-3-319-33946-7_20
Publisher site
See Chapter on Publisher Site

Abstract

[This chapter provides a general formulation for adaptive regression modeling of nonlinear relationships. Since formulations for special cases have been provided earlier, only overviews are presented for alternative types of regression models and alternative cross-validation scoring approaches. A detailed formulation for the adaptive regression modeling process used by the genreg macro is provided, which has only been generally described earlier.]

Published: Sep 21, 2016

Keywords: Generalize Estimate Equation; Primary Predictor; Likelihood Criterion; Normal Likelihood; Deviance Function

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