Statistical Inference for Valued-Edge Networks: The Generalized Exponential Random Graph Model
Figure 1
Bivariate distributions for edges in a two-vertex di-graph.
(c) The darker the shading, the higher the relative likelihood of a point. In this example, is the standard normal PDF (b), and
(a) is defined by
, and
, representing negative density and positive reciprocity effects.