Definition of Monte Carlo simulation Monte Carlo simulation: A statistical method used in biomedical research, involving computer simulation in which data are randomly shuffled many different times, enabling assessment of the probabilities of certain known outcomes. The Cordless TENS/EMS Therapy Pain Reliever