The purpose of the book is to introduce the reader to advanced concepts in the analysis of stochastic models, starting from a detailed, intuitive presentation of basic concepts. Special emphasis is placed on problem solving and numerical implementations, with detailed solutions to the results and source code in the C programming language provided.