512 citations · 583 across the 2 of their papers we have counts for
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math.ST2008★ 512 cited
Asymptotic properties of bridge estimators in sparse high-dimensional regression models
Jian Huang, Joel L. Horowitz, Shuangge Ma
We study the asymptotic properties of bridge estimators in sparse, high-dimensional, linear regression models when the number of covariates may increase to infinity with the sample…
math.ST2006★ 71 cited
Penalized log-likelihood estimation for partly linear transformation models with current status data
Shuangge Ma, Michael R. Kosorok
We consider partly linear transformation models applied to current status data. The unknown quantities are the transformation function, a linear regression parameter and a nonparam…
math.ST2005
Marginal asymptotics for the "large p, small n" paradigm: with applications to microarray data
Michael R. Kosorok, Shuangge Ma
The "large p, small n" paradigm arises in microarray studies, where expression levels of thousands of genes are monitored for a small number of subjects. There has been an increasi…