ABSTRACT
In this chapter we will consider aspects of modelling that are required when implementing simulations that include hypothetical or unknown components. Like other computer-intensive methods, Monte Carlo simulations require resampling from statistical distributions. In particular, they require resampling with replacement from theoretical probability density functions (pdfs). Detailed examples will be used to illustrate the principles discussed.
