21 citations · 22 across the 3 of their papers we have counts for
3 papers
stat.ME2023★ 1 cited
Principal Component Analysis of Two-dimensional Functional Data with Serial Correlation
Shirun Shen, Huiya Zhou, Kejun He +1
In this paper, we propose a novel model to analyze serially correlated two-dimensional functional data observed sparsely and irregularly on a domain which may not be a rectangle. O…
stat.ME2022
Robust joint modeling of sparsely observed paired functional data
Huiya Zhou, Xiaomeng Yan, Lan Zhou
A reduced-rank mixed effects model is developed for robust modeling of sparsely observed paired functional data. In this model, the curves for each functional variable are summariz…
math.ST2014★ 21 cited
Efficient semiparametric estimation in generalized partially linear additive models for longitudinal/clustered data
Guang Cheng, Lan Zhou, Jianhua Z. Huang
We consider efficient estimation of the Euclidean parameters in a generalized partially linear additive models for longitudinal/clustered data when multiple covariates need to be m…