Quantile regression and REML approach for robust regression of clustered data .

We proposed two procedure in the estimation of a linear mixed model. Quantile regression and REML are imbedded into the backfitting (QRB) to estimate fixed and random effects in linear mixed model. We further introduce bootstrap in the imbedded quantile regression and REML in backfitting (BootQRB) a...

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Hlavní autor: Estoy, May Ann S.
Médium: Diplomová práce
Jazyk:English
Vydáno: Quezon City University of the Philippines 2016.