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Importance of Shrinkage in Empirical Bayes Estimates for Diagnostics: Problems and Solutions
Empirical Bayes (“post hoc”) estimates (EBEs) of ηs provide modelers with diagnostics: the EBEs themselves, individual prediction (IPRED), and residual errors (individual weighted residual (IWRES)). When data are uninformative at the individual level, the EBE distribution will shrink towards zero (η...
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| Autori principali: | , |
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| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Springer US
2009
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| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2758126/ https://ncbi.nlm.nih.gov/pubmed/19649712 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1208/s12248-009-9133-0 |
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