Cluster-induced target shift and synthetic approximation for high-dimensional clustered data

Shangyuan Ye, Cong Zhang, Ying Chen +2

In high-dimensional clustered data, covariates whose distributions differ across clusters can act as proxies for unobserved cluster effects. We show that the marginal-model LASSO i…