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20182026
most citedVariable selection via knockoffs in missing data settings with categorical predictors

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stat.ME2026

Variable selection via knockoffs for clustered data

Silvia Bacci, Leonardo Grilli, Carla Rampichini

We extend the knockoffs method for selecting predictors to clustered data (cross-sectional or repeated measures). In the setting of clustered data, variable selection is complex be…