Introductory Statistics

Introductory Statistics, fourth edition, covers statistical concepts and techniques in a way that not only teaches students how and when to apply the developed statistical methods but also helps them understand why these methods should be used. The main features of the text include clarity of presentation, contemporary examples and applications from various fields, an explanation of the intuition and ideas behind statistical methods. Concepts are motivated, illustrated, and explained to foster intuition. To quote from the preface: It is only when a student develops a sense or intuition for statistics that they are truly on the path to understanding data. Ross achieves this goal through a coherent blend of mathematical analysis, intuitive discussions, and examples. Applications and examples relate to real-world problems, such as gun control.