Generalized Additive Partial Linear Models

来源 :The Third IMS-China International Conference on Statistics a | 被引量 : 0次 | 上传用户:konghao12345
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  We study Model Selection and Model Averaging for generalized additive partial linear models (GAPLM), proposing the use of polynomial spline smoothing for estimation of nonparametric functions, and deriving quasi-likelihood based estimators for the linear parameters.We establish asymptotic normality for the estimators of the parametric components.
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