Preface. List of Symbols. Background Material and Preliminaries. Independence and Strong Convergence. Conditioning and Some Dependence Classes. Probability Distributions and Characteristic Functions. Weak Limit Laws. Application to Some Statistical Estimation Problems. Stopping Times, Martingales, and Convergence. Limit Laws for Some Dependent Sequences. A Glimpse into Stochastic Processes. References. Author Index. Subject Index.