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One-Step Generalized Estimating Equations with Large Cluster Sizes

Medical studies increasingly involve a large sample of independent clusters, where the cluster sizes are also large. Our motivating example from the 2010 Nationwide Inpatient Sample (NIS) has 8,001,068 patients and 1049 clusters, with average cluster size of 7627. Consistent parameter estimates can...

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Bibliografiske detaljer
Udgivet i:J Comput Graph Stat
Main Authors: Lipsitz, Stuart, Fitzmaurice, Garrett, Sinha, Debajyoti, Hevelone, Nathanael, Hu, Jim, Nguyen, Louis L.
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5800532/
https://ncbi.nlm.nih.gov/pubmed/29422762
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2017.1321552
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