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Consistent Model Selection for Marginal Generalized Additive Model for Correlated Data

We consider the generalized additive model when responses from the same cluster are correlated. Incorporating correlation in the estimation of nonparametric components for the generalized additive model is important because it improves estimation efficiency and increases statistical power for... Full description

1st Person: Xue, Lan
Additional Persons: Qu, Annie verfasserin; Zhou, Jianhui verfasserin
Source: in Journal of the American Statistical Association : JASA : the premier journal of statistical science Vol. 105, No. 492 (2010), p. 1518-1530
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Type of Publication: Article
Language: English
Published: 2010
Keywords: research-article
Online: Volltext
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