This chapter introduces fundamental methods and algorithms for simulating samples of random variables and vectors, and provides illustrative examples of these techniques in quantitative finance.
Section 1.1 introduces the simulation problem and the basic Monte Carlo valuation.
Section 1.2 describes several algorithms for implementing a simulation scheme. Section 1.3 treats some methods for reducing the variance in Monte Carlo valuations.