Chapter 1: Probability Theory Chapter 2: Some Common Probability Distributions Chapter 3: Infinite Sequence of Random Variables and Their Convergence Properties Chapter 4: Basic Concepts of Statistical Inference and a Decision Theoretic Approach Chapter 5: Point Estimation in Parametric Models Chapter 6: Hypotheses Testing in Parametric Models Chapter 7: Asymptotic Properties of Likelihood Based Methods Chapter 8: Ranks, Empirical Distribution Functions and Quantiles Chapter 9: Nonparametric Curve Estimation Chapter 10: Statistical Functionals Chapter 11: Inference in Linear Models Chapter 12: Multivariate Analysis Chapter 13: Resampling: Jackknife and Bootstrap Chapter 14: Time Series Appendix A: Some Results from Advanced Calculus Appendix B: Some Inequalities Appendix C: Stieltjes Integration Appendix D: Convergence in Law Appendix E: Contiguity Appendix F: Weak Convergence sakriti opis