1 citations · 1 across the 4 of their papers we have counts for
4 papers
Robust Subgroup Analysis for Heterogeneous Censored Data
Zhaohui Xu, Daoji Li, Zemin Zheng
Subgroup analysis is important in practice because real-world data typically come from heterogeneous populations, where meaningful patterns can differ substantially across subpopul…
Simultaneous Heterogeneity and Reduced-rank Learning for Multivariate Response Regression
Jie Wu, Bo Zhang, Daoji Li +1
Heterogeneous data are now ubiquitous in many applications in which correctly identifying the subgroups from a heterogeneous population is critical. Although there is an increasing…
An ILUES-based adaptive Gaussian process method for multimodal Bayesian inverse problems
Zhihang Xu, Xiaoyu Zhu, Daoji Li +1
Inverse problems are prevalent in both scientific research and engineering applications. In the context of Bayesian inverse problems, sampling from the posterior distribution can b…
Nonparametric Screening for Additive Quantile Regression in Ultra-high Dimension
Daoji Li, Yinfei Kong, Dawit Zerom
In practical applications, one often does not know the "true" structure of the underlying conditional quantile function, especially in the ultra-high dimensional setting. To deal w…