Statistics for Management and Economics 11th Edition

Discover how statistical methods and tools are vital for today's managers as you learn how to apply these tools to real business problems. STATISTICS FOR MANAGEMENT AND ECONOMICS, 11E emphasizes applications over calculation using a proven three-step""�ICI"�"� approach to problem solving. Readers learn how to IDENTIFY the correct statistical technique by focusing on the problem objective and data type; how to COMPUTE the statistics by hand or using Excel or XLSTAT; and how to INTERPRET results in the context of the problem. Extensive data-driven examples, exercises, and cases address the functional areas of business and demonstrate how marketing managers, financial analysts, accountants, and economists rely on statistical applications. Engaging cases focus on climate change and the relationship between payroll and wins in professional sports, while dozens of exercises feature the returns on 40 stocks, which are used to develop the market model and portfolio diversification. Statistics for Management and Economics 11th Edition is written by Gerald Keller and published by Cengage Learning. ISBNs for Statistics for Management and Economics are 9781337516723, 1337516724 and the print ISBNs are 9781337093453, 1337093459. Additional ISBNs include 9780357195673, 9781337589628, 9781337669184.