222 citations · 321 across the 4 of their papers we have counts for
4 papers
A Comparative Evaluation of a Conditional Median-Based Bayesian Growth Curve Modeling Approach with Missing Data
Dandan Tang, Xin Tong, Jianhui Zhou
Longitudinal data are essential for studying within subject change and between subject differences in change. However, missing data, especially when the observed variables are nonn…
Quantile regression in partially linear varying coefficient models
Huixia Judy Wang, Zhongyi Zhu, Jianhui Zhou
Semiparametric models are often considered for analyzing longitudinal data for a good balance between flexibility and parsimony. In this paper, we study a class of marginal partial…
Dimension reduction based on constrained canonical correlation and variable filtering
Jianhui Zhou, Xuming He
The ``curse of dimensionality'' has remained a challenge for high-dimensional data analysis in statistics. The sliced inverse regression (SIR) and canonical correlation (CANCOR) me…
Robust estimates in generalized partially linear models
Graciela Boente, Xuming He, Jianhui Zhou
In this paper, we introduce a family of robust estimates for the parametric and nonparametric components under a generalized partially linear model, where the data are modeled by $…