Stylometric analyses using Dirichlet process mixture models

► An approach to stylometry based on a Dirichlet process mixture model is proposed. ► The approach produces a clustering of the probability values of a multinomial distribution. ► It helps to identify different writing styles that assist in author attribution for disputed works. ► The methodology is applied to the problem of authorship for the disputed Federalist papers.