My book on Monte Carlo methods:

Sample chapters: Chapter 0-1 (Intro), Chapter 4 (SMC in actions), Chapter 5 (Metropolis), Chapter 9 (Hamiltonian MC)
Monte Carlo Strategies in Scientific Computing (Springer Series in Statistics)
My book on Monte Carlo methods:

Sample chapters: Chapter 0-1 (Intro), Chapter 4 (SMC in actions), Chapter 5 (Metropolis), Chapter 9 (Hamiltonian MC)
Monte Carlo Strategies in Scientific Computing (Springer Series in Statistics)