, 4e was developed around three central themes – Clarity, Quality, and Accuracy. The authors paid close attention to how material is presented to students, ensuring that the content in the text is very clear, concise, and digestible. High quality exercises, examples, and integration of technology are important aspects of an introductory statistics text. The authors have provided robust exercise sets that range in difficulty. They have also focused keen attention to ensure that examples provide clear instruction to students.