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Efficient Robust Estimation for Linear Models with Missing Response at Random

Coefficient estimation in linear regression models with missing data is routinely done in the mean regression framework. However, the mean regression theory breaks down if the error variance is infinite. In addition, correct specification of the likelihood function for existing imputation approach i...

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Vydáno v:Scand Stat Theory Appl
Hlavní autoři: Tang, Man-Lai, Tang, Niansheng, Zhao, Puying, Zhu, Hongtu
Médium: Artigo
Jazyk:Inglês
Vydáno: 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6070309/
https://ncbi.nlm.nih.gov/pubmed/30078929
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/sjos.12296
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