555 citations · 636 across the 2 of their papers we have counts for
2 papers
math.ST2010★ 81 cited
Consistent group selection in high-dimensional linear regression
Fengrong Wei, Jian Huang
In regression problems where covariates can be naturally grouped, the group Lasso is an attractive method for variable selection since it respects the grouping structure in the dat…
math.ST2010★ 555 cited
Variable selection in nonparametric additive models
Jian Huang, Joel L. Horowitz, Fengrong Wei
We consider a nonparametric additive model of a conditional mean function in which the number of variables and additive components may be larger than the sample size but the number…