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Robust Dual-Regularized Variable Selection under Outlier Contamination

Soale, Abdul-Nasah et al.
arXiv (All) · Papers
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computationmethodology
Real data often contain unusual observations that can exert disproportionate effects on variable selection, especially in complex predictor settings. We propose a two-stage {\it sparse median outer product of gradients (smOPG)} method for variable selection in single index models with outlier contam
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