Panpan Ren

Dec 10, 2024 | tandfonline.com | Panpan Ren |Xu Liu |Xiao Zhang |Peng Zhan

AbstractIn the era of big data, the simultaneous analysis of multiple high-dimensional, heavy-tailed datasets has become essential. Integrative analysis offers a powerful approach to combine and synthesize information from these various datasets, and often outperforming traditional meta-analysis and single-dataset analysis. In this paper, we introduce a novel high-dimensional integrative quantile regression that can accommodate the complexities inherent in multi-dataset analysis.