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20102021
most citedIntegrative Model-based clustering of microarray methylation and expression data

30 citations · 102 across the 11 of their papers we have counts for

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Showing 2014Show all

2 papers · 1 filter

stat.CO2014★ 6 cited

Penalized versus constrained generalized eigenvalue problems

Irina Gaynanova, James Booth, Martin T. Wells

We investigate the difference between using an penalty versus an constraint in generalized eigenvalue problems, such as principal component analysis and discrimin…

stat.ME2014★ 27 cited

Simultaneous sparse estimation of canonical vectors in the p>>N setting

Irina Gaynanova, James G. Booth, Martin T. Wells

This article considers the problem of sparse estimation of canonical vectors in linear discriminant analysis when . Several methods have been proposed in the literature tha…