Principles of Econometrics, 3rd Edition emphasizes motivation, understanding and implementation by introducing very simple economic models and asking economic questions that students can answer.  Understanding econometric concepts is aided by lucid description of techniques and through clear interpretation of applications. Learning is reinforced by doing, with worked examples in the text and exercises at the end of each chapter.