Romano and Siegel have provided a collection of counter-examples from which students, teachers and researchers may benefit, as well as several approaches to the process of deciding a conjecture. Each chapter begins with an introduction, including pertinent definitions and results for that subject area. The chapters are ordered according to difficulty, from basic material to refinements and more specialized areas. This book should be of interest to undergraduate and graduate students on courses in statistics; professional statisticians.