33 citations · 40 across the 5 of their papers we have counts for
4 papers · 1 filter
Robust functional regression model for marginal mean and subject-specific inferences
Chunzheng Cao, Jian Qing Shi, Youngjo Lee
We introduce flexible robust functional regression models, using various heavy-tailed processes, including a Student -process. We propose efficient algorithms in estimating para…
Automatic Detection of Significant Areas for Functional Data with Directional Error Control
Peirong Xu, Youngjo Lee, Jian Qing Shi
To detect differences between the mean curves of two samples in longitudinal study or functional data analysis, we usually need to partition the temporal or spatial domain into sev…
Likelihood Inference for Models with Unobservables: Another View
Youngjo Lee, John A. Nelder
There have been controversies among statisticians on (i) what to model and (ii) how to make inferences from models with unobservables. One such controversy concerns the difference…
Rejoinder: Likelihood Inference for Models with Unobservables Another View
Youngjo Lee, John A. Nelder
Rejoinder to "Likelihood Inference for Models with Unobservables: Another View" by Youngjo Lee and John A. Nelder [arXiv:1010.0303]