We use one such method, the Hidden Markov Model (HMM) introduced by Li and Stephens [35], which explicitly reconstructs the chromosome of a ???recipient??? individual as a series of chunks from the other ???donor??? individuals in the sample, using information on the types of the recipient, and potential donors, at each mutation.