Discussions presented in Chap. 3 deal with how to simulate random random variable, stochastic processes and responses of random vibration problems. The simulated responses are often used as benchmarks to validate approximate solutions obtained by analytical or numerical methods. In this sense, we can say that Monte Carlo simulation plays a central role in research.