Linearity Identification for General Partial Linear Single-Index Models

Linearity Identification for General Partial Linear Single-Index Models

Partial linear models, a family of popular semiparametric models, provide us with an interpretable and flexible assumption for modelling complex data. One challenging question in partial linear models is the structure identification for the linear components and the nonlinear components, especially...

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Bibliographic Details
Main Authors:	Shaogao Lv, Luhong Wang
Format:	Article
Language:	English
Published:	Hindawi Limited 2016-01-01
Series:	Mathematical Problems in Engineering
Online Access:	http://dx.doi.org/10.1155/2016/3537564

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