Demonstrate the importance of statistical methods for today's managers and economists as you teach students how to apply these tools to real business problems with Keller's best-selling STATISTICS FOR MANAGEMENT AND ECONOMICS, 12E. This edition emphasizes applications over calculations using a unique three-step "ICI" approach to problem solving. Students "Identify" the correct statistical technique by focusing on the problem objective and data type, then "Compute" the statistics and "Interpret" the results in the context of the problem. Readers examine functional areas of business using data-driven examples, more than 2500 exercises and 32 cases that show businesses applying statistics. Students can download 1100 datasets that include real statistics from the stock market, consumer surveys or sports teams. MindTap digital resources includes XLSTAT commercially available Excel add-in and activities to reinforce how to apply statistical to solve business problems.