30 citations · 194 across the 56 of their papers we have counts for
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math.ST2013★ 5 cited
Phase transition in the two star Exponential Random Graph Model
Sumit Mukherjee
This paper gives a way to simulate from the two star probability distribution on the space of simple graphs via auxiliary variables. Using this simulation scheme, the model is expl…
math.ST2013★ 6 cited
Statistics of the two-star ERGM
Sumit Mukherjee, Yuanzhe Xu
In this paper, we explore the two-star Exponential Random Graph Model, which is a two parameter exponential family on the space of simple labeled graphs. We introduce auxiliary var…