Meta-analysis of heterogeneous data: integrative sparse regression in high-dimensions

Subha Maity, Yuekai Sun, Moulinath Banerjee

We consider the task of meta-analysis in high-dimensional settings in which the data sources are similar but non-identical. To borrow strength across such heterogeneous datasets, w…