This vital text explores how archaeologists analyze their data and their subsequent interpretation. It introduces the basic idea of the Bayesian approach to the statistical analysis of data and the advantages of this approach which allows the incorporation of relevant prior knowledge into the analysis. Real case studies illustrate the effectiveness of this method for archaeologists and the book provides a logical and coherent way of application.