Elementary Statistics: A Step by Step Approach" is for general beginning statistics courses with a basic algebra prerequisite. The book is non-theoretical, explaining concepts intuitively and teaching problem solving through worked examples and step-by-step instructions. This edition places more emphasis on conceptual understanding and understanding results. This edition also features increased emphasis on Excel, Minitab, and the TI-83 Plus and TI 84-Plus graphing calculators, computing technologies commonly used in such courses.