Before revision:  Exponential random graph models (ERGMs) are a class of statistical model that overcome many of the shortcomings of commonly used methods for testing the statistical significance of motifs.
After revision:  Exponential random graph models (ERGMs) are a class of statistical model that can overcome some of the shortcomings of commonly used methods for testing the statistical significance of motifs.