A number of variable selection methods have been proposed involving nonconvex penalty
functions. These methods, which include the smoothly clipped absolute deviation (SCAD) …

Regression models allow one to isolate the relationship between the outcome and an explanatory
variable while the other variables are held constant. Here, we introduce an R package…

In many applications, covariates possess a grouping structure that can be incorporated into
the analysis to select important groups as well as important members of those groups. One …

Grouping structures arise naturally in many statistical modeling problems. Several methods
have been proposed for variable selection that respect grouping structure in variables. …

Penalized regression is an attractive framework for variable selection problems. Often,
variables possess a grouping structure, and the relevant selection problem is that of selecting …

In many applications, covariates possess a grouping structure that can be incorporated into
the analysis to select important groups as well as important members of those groups. This …

Vibrio parahaemolyticus senses surfaces via impeded rotation of its polar flagellum. We
have exploited this surface‐sensing mechanism to trick the organism into thinking it is on a …

The research examined whether performance by adult cochlear implant recipients on a variety
of recognition and appraisal tests derived from real-world music could be predicted from …

68 Ga-DOTATOC, a somatostatin receptor–targeted ligand, has been used clinically in Europe
over the past decade for imaging neuroendocrine tumors (NETs). It appears to be quite …

During metastasis, cancer cells are exposed to potentially destructive hemodynamic forces
including fluid shear stress (FSS) while en route to distant sites. However, prior work …