MonteCarlostatisticalmethods,particularlythosebasedonMarkovchains,arenowanessentialcomponentofthestandardsetoftechniquesusedbystatisticians.Thisneweditionhasbeenrevisedtowardsacoherentandflowingcoverageofthesesimulationtechniques,withincorporationofthemostrecentdevelopmentsinthefield.