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stat.ME2022
The CDF penalty:sparse and quasi unbiased estimation in regression models
Daniele Cuntrera, Luigi Augugliaro, Vito M. R. Muggeo
In high-dimensional regression modelling, the number of candidate covariates to be included in the predictor is quite large, and variable selection is crucial. In this work, we pro…
stat.ME2022
Sparse inference of the human hematopoietic system from heterogeneous and partially observed genomic data
Gianluca Sottile, Luigi Augugliaro, Veronica Vinciotti +2
Hematopoiesis is the process of blood cell formation, through which progenitor stem cells differentiate into mature forms, such as white and red blood cells or mature platelets. Wh…