Statistics with Probability

This book emphasizes the probabilistic and mathematical aspects of the study of statistics and teaches students how to visualize, how to think suggestively, and how to formulate and reach a state of belief regarding many theorems via intuitive reasoning using rigorous mathematics. While mathematical development can come from descriptive text, the author believes that the key to learning is the assignment of appropriate exercises, which are geared toward both of the stated objectives.