21 citations · 21 across the 2 of their papers we have counts for
2 papers
stat.ME2014
Semiparametric Approach for Regression with Covariate Subject to Limit of Detection
Shengchun Kong, Bin Nan
We consider generalized linear regression analysis with left-censored covariate due to the lower limit of detection. Complete case analysis by eliminating observations with values…
math.ST2012★ 21 cited
Non-asymptotic Oracle Inequalities for the High-Dimensional Cox Regression via Lasso
Shengchun Kong, Bin Nan
We consider the finite sample properties of the regularized high-dimensional Cox regression via lasso. Existing literature focuses on linear models or generalized linear models wit…