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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…