15 citations · 47 across the 30 of their papers we have counts for
Showing 2011 · stat.MEShow all
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stat.ME2011★ 3 cited
Shrinkage Estimation and Selection for Multiple Functional Regression
Heng Lian
Functional linear regression is a useful extension of simple linear regression and has been investigated by many researchers. However, functional variable selection problems when m…
stat.ME2011
Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data
Peng Lai, Qihua Wang, Heng Lian
In this paper, we present a generalized estimating equations based estimation approach and a variable selection procedure for single-index models when the observed data are cluster…
stat.ME2011
Semiparametric Bayesian Information Criterion for Model Selection in Ultra-high Dimensional Additive Models
Heng Lian
For linear models with a diverging number of parameters, it has recently been shown that modified versions of Bayesian information criterion (BIC) can identify the true model consi…