Heterogeneous connection effects

Abstract We consider the heterogeneous effects of multiple connections among N nodes on a continuous response variable and propose a network regression. Numerical studies demonstrate the effectiveness of the proposed approach. Potential extensions of the approach and implementable methodologies are provided.