Variable selection for classification in complex ophthalmic data : a multivariate statistical framework

Variable selection is an essential part of the process of model-building for classification or prediction. Some of the challenges of variable selection are heterogeneous variance-covariance matrices, differing scales of variables, non-normally distributed data and missing data. Statistical methods e...

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Bibliographic Details
Main Author: Walsh, P. E.
Other Authors: Czanner, Gabriela ; Harding, Simon ; Garcia-Finana, Marta
Published: University of Liverpool 2017
Subjects:
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.755503