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…