This book was expanded from lecture materials I use in a one semester upper-division undergradu- ate course entitled Probability and Statistics at Youngstown State University. Those lecture mate- rials, in turn, were based on notes that I transcribed as a graduate student at Bowling Green State University. The course for which the materials were written is 50-50 Probability and Statistics, and …