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.