1 citations · 1 across the 4 of their papers we have counts for
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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…
Variable selection via knockoffs in missing data settings with categorical predictors
Silvia Bacci, Emanuela Dreassi, Leonardo Grilli +1
Large-scale assessment data typically include numerous categorical variables, often affected by missing values. Motivated by the challenges arising in this framework, we extend the…
Conditioning on the pre-test versus gain score modeling: revisiting the controversy in a multilevel setting
Bruno Arpino, Silvia Bacci, Leonardo Grilli +2
We consider estimating the effect of a treatment on the progress of subjects tested both before and after treatment assignment. A vast literature compares the competing approaches…