The cluster bootstrap consistency in generalized estimating equations

The cluster bootstrap resamples clusters or subjects instead of individual observations in order to preserve the dependence within each cluster or subject. In this paper, we provide a theoretical justification of using the cluster bootstrap for the inferences of the generalized estimating equations...

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Veröffentlicht in:	Journal of multivariate analysis 2013-03, Vol.115, p.33-47
Hauptverfasser:	Cheng, Guang, Yu, Zhuqing, Huang, Jianhua Z.
Format:	Artikel
Sprache:	eng
Schlagworte:	Approximation Asymptotic methods Bootstrap consistency Bootstrap method Cluster analysis Clustered/longitudinal data Estimating techniques Exchangeably weighted cluster bootstrap Generalized estimating equations One-step bootstrap Studies
Online-Zugang:	Volltext
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