Our purpose here is to: (i) to present the mathematical inference framework of the ABSOLUTE method, as well as experimental validation of its predictions; (ii) to apply it to analyze a large cancer dataset, enabling novel characterization of the incidence and timing of whole-genome doublings during tumor evolution; and (iii) to describe a novel integrated analysis of point-mutation and copy-number estimates and its application to ovarian carcinoma.