MULTILINEAR TENSOR REGRESSION FOR LONGITUDINAL RELATIONAL DATA

• Published in: The annals of applied statistics Vol. 9; no. 3; p. 1169
• Main Author: Hoff, Peter D
• Format: Journal Article
• Language: English
• Published: United States 01.09.2015
• Subjects: international relations; vector autoregression; Bayesian inference; event data; Tucker product; Array normal; network

A fundamental aspect of relational data, such as from a social network, is the possibility of dependence among the relations. In particular, the relations between members of one pair of nodes may have an effect on the relations between members of another pair. This article develops a type of regress...