Fused kernel-spline smoothing for repeatedly measured outcomes in a generalized partially linear model with functional single index

Fei Jiang, Yanyuan Ma, Yuanjia Wang

We propose a generalized partially linear functional single index risk score model for repeatedly measured outcomes where the index itself is a function of time. We fuse the nonpar…