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Multiple imputation with compatibility for high-dimensional data

Multiple Imputation (MI) is always challenging in high dimensional settings. The imputation model with some selected number of predictors can be incompatible with the analysis model leading to inconsistent and biased estimates. Although compatibility in such cases may not be achieved, but one can ob...

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Detaylı Bibliyografya
Yayımlandı:PLoS One
Asıl Yazarlar: Zahid, Faisal Maqbool, Faisal, Shahla, Heumann, Christian
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Public Library of Science 2021
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC8266107/
https://ncbi.nlm.nih.gov/pubmed/34237092
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0254112
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