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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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Bibliografische gegevens
Gepubliceerd in:J Comput Graph Stat
Hoofdauteurs: Lipsitz, Stuart, Fitzmaurice, Garrett, Sinha, Debajyoti, Hevelone, Nathanael, Hu, Jim, Nguyen, Louis L.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2017
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Online toegang: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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