40 citations · 129 across the 14 of their papers we have counts for
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stat.ME2013★ 8 cited
Reduced-rank Regression in Sparse Multivariate Varying-Coefficient Models with High-dimensional Covariates
Heng Lian, Shujie Ma
In genetic studies, not only can the number of predictors obtained from microarray measurements be extremely large, there can also be multiple response variables. Motivated by such…
math.ST2013★ 16 cited
Two-step spline estimating equations for generalized additive partially linear models with large cluster sizes
Shujie Ma
We propose a two-step estimating procedure for generalized additive partially linear models with clustered data using estimating equations. Our proposed method applies to the case…
math.ST2013★ 40 cited
Simultaneous variable selection and estimation in semiparametric modeling of longitudinal/clustered data
Shujie Ma, Qiongxia Song, Li Wang
We consider the problem of simultaneous variable selection and estimation in additive, partially linear models for longitudinal/clustered data. We propose an estimation procedure v…