Our teaching approach needs to recognize this reality, and we need to make our courses consistent with the workplace environment. In the workplace, spreadsheet software (and sometimes statistical software) is usually available on a decision maker's desktop. The use of spreadsheet and/or statistical software should be integrated into all aspects of an introductory statistics course.

Introductory courses should focus on underlying principles that nonstatistics majors will find useful. Virtually all the students taking introductory business statistics courses are majoring in areas other than statistics.Each statistical topic needs to be presented in an applied context related to at least one of these functional areas. That frame of reference for business students should be the functional areas of business-that is, accounting, economics and finance, information systems, management, and marketing. Students need a frame of reference when learning statistics, especially since statistics is not their major.Over the years, our vision has come to include these principles: Our vision for teaching these introductory business statistics courses has been shaped by active participation in a series of Making Statistics More Effective in Schools of Business, Decision Sciences Institute, and American Statistical Association conferences as well as the reality of serving a diverse group of students at large universities. In our many years of teaching introductory statistics courses, we have continually searched for ways to improve the teaching of these courses. It provides simplified notation that uses words as well as symbols in many formulas, presents early coverage of regression and time series analysis, and highlights sections on Good Data Analysis.

Key Topics: Clarifying and applying concepts with an extensive amount of real data, the book delves into such areas as: why a manager needs to know about statistics organizing numerical data determining the simple linear regression equation hypothesis-testing methodology, and more. Key Benefit: Written in a warm and engaging style, this carefully developed, streamlined paperback offers a real-world, analytical approach to learning the basics of business statistics.

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