<P><B></B> This book offers a straightforward, “nuts and bolts” , introduction to statistics. The explanations are clear and simple and minimize calculations where possible. A diverse range of applications and examples are presented to make the materials appealing to a wide range of learners. <B></B> The Eighth Edition features new problems, more real data based examples and exercises, and fuller integration of technology. <B></B> For individuals beginning a study of statistics. </P>