The probability of non-existence of small substructures via clusters and cumulants

The central focus of this thesis is to obtain the asymptotics of the probability of the non-existence of small substructures in random objects. It contains several parts that all fit into one bigger picture of using clusters and cumulants to characterize dependencies in probabilistic combinatorics.