Biplots as a tool for identifying outliers in a two level hierarchical linear model

Biplots as a tool for identifying outliers in a two level hierarchical linear model

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Article ID: iaor20011598
Country: Cuba
Volume: 21
Issue: 3
Start Page Number: 224
End Page Number: 235
Publication Date: Sep 2000
Journal: Revista de Investigacin Operacional
Authors: ,
Keywords: graphical methods
Abstract:

This paper presents a general formulation of a two level hierarchical linear model. In the second level, the model is reformulated as a multivariate linear model, obtaining a matrix of residuals for this level. The biplot is proposed as a graphical tool that helps for multivariate outliers detection. This proposal is illustrated with one example.

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