Scalable Bayesian regression in high dimensions with multiple data sources

Konstantinos Perrakis, Sach Mukherjee, the Alzheimers Disease Neuroimaging Initiative

Applications of high-dimensional regression often involve multiple sources or types of covariates. We propose methodology for this setting, emphasizing the "wide data" regime with…