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Exponential graphs can be used to represent many real-life situations including growth of bacteria, compound interest, radioactive decay, and population increase.
Skyler J. Cranmer, Bruce A. Desmarais, Inferential Network Analysis with Exponential Random Graph Models, Political Analysis, Vol. 19, No. 1 (Winter 2011), pp. 66-86 ...