The 7th Edition of Applied Business Statistics includes several changes which add to the delivery and completeness of the text. Two new chapter sections include a section in Chapter 1 entitled Variables and Data and a section in Chapter 14 on Logistic Regression, added to the 7th Edition because of its growing importance and Use in business statistics. A new feature, Thinking Critically about Business Statistics, provides thought-provoking questions to promote application and analysis of business statistics principles. Cases at the end of each chapter profile current and relevant businesses to help students connect real organizations with business statistics Concepts.