Descriptions and Comparisons of Monte Carlo Algorithms (Liu, J.S.; 2008) [Books]

Complex and highly interdisciplinary by nature, MC methods have been written about extensively over the years. This review of Jun S. Liu's book, Monte Carlo Strategies in Scientific Computing (Springer, 2nd printing, 2008), notes that it focuses heavily on theory, but also describes a wide variety of algorithms.