This new edition utilizes a new approach to statistics: use of the statistics to identify, diagnose, and solve business problems. The text emphasizes time series data, graphics, and communicating statistical results in mangerial terms through the use of memos. There are over 1000 business-related problems and questions. Icons will indicate accounting/finance, marketing, POM, general management, or economics problems.