Clique structure in school class data

Abstract A probability model for friendship networks is introduced that is based on a random choice structure and an unknown underlying clique structure. Two different approaches for estimating the clique structure are discussed, the maximum likelihood approach and the Bayesian approach. The model is applied to data consisting of a number of friendship networks, obtained from a large study of school classes in sixth grade.