Providing a statistical "model": Teaching applied statistics using real-world data

In this paper, we describe how we use real data in the classroom and we identify characteristics of data sets that make them particularly good for teaching. We also identify advantages and disadvantages of this approach, and offer suggestions for overcoming the obstacles. In a separate section of this volume, we provide an annotated bibliography that lists several hundred primary and secondary data sources that teachers may use in their own courses.