Clustered data analysis under miscategorized ordinal outcomes and missing covariates

The primary objective in this article is to look into the analysis of clustered ordinal model where complete information on one or more covariates cease to occur. In addition, we also focus on the analysis of miscategorized data that occur in many situations as outcomes are often classified into a c...

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Veröffentlicht in:	Statistics in medicine 2016-08, Vol.35 (18), p.3131-3152
Hauptverfasser:	Roy, Surupa, Rana, Subrata, Das, Kalyan
Format:	Artikel
Sprache:	eng
Schlagworte:	Cluster Analysis Computer Simulation Humans Information MAR MCNREM Medical statistics misclassification probability Models, Statistical Parameter estimation Simulation two-step approach
Online-Zugang:	Volltext
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