Monte Carlo simulation has become an important tool in all fields of science. Simulation methodology relies on a source of numbers that appear to be random. This book surveys techniques of random number generation and the use of random numbers in Monte Carlo simulation. This book covers basic principles, as well as newer methods. The new edition is greatly expanded including material on the R software.