300 citations · 640 across the 5 of their papers we have counts for
4 papers · 1 filter
Focused information criterion and model averaging for generalized additive partial linear models
Xinyu Zhang, Hua Liang
We study model selection and model averaging in generalized additive partial linear models (GAPLMs). Polynomial spline is used to approximate nonparametric functions. The correspon…
Penalized variable selection procedure for Cox models with semiparametric relative risk
Pang Du, Shuangge Ma, Hua Liang
We study the Cox models with semiparametric relative risk, which can be partially linear with one nonparametric component, or multiple additive or nonadditive nonparametric compone…
Statistical inference for semiparametric varying-coefficient partially linear models with error-prone linear covariates
Yong Zhou, Hua Liang
We study semiparametric varying-coefficient partially linear models when some linear covariates are not observed, but ancillary variables are available. Semiparametric profile leas…
Variable selection in semiparametric regression modeling
Runze Li, Hua Liang
In this paper, we are concerned with how to select significant variables in semiparametric modeling. Variable selection for semiparametric regression models consists of two compone…