chapter 1 Elements of Statistics -- part Part I Monte Carlo Statistical Methods -- chapter 2 Random Number Generation I -- chapter 3 Random Number Generation II -- part Part II Selected Applications of Monte Carlo Methods -- chapter 4 Bayesian Estimation -- chapter 5 Bias Correction of OLSE in AR Models -- chapter 6 State Space Modeling -- part Part III Nonparametric Statistical Methods -- chapter 7 Difference between Two-Sample Means -- chapter 8 Independence between Two Samples.