GENERALIZED LEAST SQUARES ESTIMATION OF THE MEAN FUNCTION OF A COUNTING PROCESS BASED ON PANEL COUNTS

This paper considers nonparametric estimation of the mean function of a counting process based on periodic observations, i.e., panel counts. We present estimators derived through minimizing a class of generalized sums of squares subject to a monotonicity constraint. We establish consistency of the e...

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Detalles Bibliográficos
Main Authors: Hu, X. Joan, Lagakos, Stephen W., Lockhart, Richard A.
Formato: Artigo
Idioma:Inglês
Publicado: 2009
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Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC2835534/
https://ncbi.nlm.nih.gov/pubmed/20221323
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