22 citations · 45 across the 12 of their papers we have counts for
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stat.ME2020★ 8 cited
Joint integrative analysis of multiple data sources with correlated vector outcomes
Emily C. Hector, Peter X. -K. Song
We propose a distributed quadratic inference function framework to jointly estimate regression parameters from multiple potentially heterogeneous data sources with correlated vecto…
math.ST2020★ 9 cited
Doubly Distributed Supervised Learning and Inference with High-Dimensional Correlated Outcomes
Emily C. Hector, Peter X. -K. Song
This paper presents a unified framework for supervised learning and inference procedures using the divide-and-conquer approach for high-dimensional correlated outcomes. We propose…