This worldwide best‎-selling business statistics text emphasizes applications over calculation‎.‎ ‎"‎Managerial Statistics‎,‎ 8th edition‎,‎ International Edition‎"‎ demonstrates how vital statistical methods are for today‎'‎s managers and economists ‎- and teaches students how to apply these tools to real business problems‎.‎ Through the author‎'‎s unique three‎-step ‎'‎ICI‎'‎ approach to problem solving‎,‎ students learn to identify the correct statistical technique by focusing on the problem objective and data type‎,‎ then compute the statistics ‎(‎doing them by hand‎,‎ using Excel[registered]‎,‎ or using MINITAB[trademark]‎)‎‎,‎ and ultimately interpret results in the context of the problem‎.‎ This approach enhances student comprehension and skills while offering you maximum flexibility‎.‎ Incorporating various functional areas of business‎,‎ data‎-driven examples‎,‎ exercises‎,‎ and cases demonstrate statistical applications used by marketing managers‎,‎ financial analysts‎,‎ accountants‎,‎ economists‎,‎ and others‎,‎ giving students the hands‎-on practice they need‎,‎ while sound pedagogical elements make the material accessible to undergrads‎.‎ In addition‎,‎ unique teaching and learning resources such as CengageNOW save time while giving you more control and better student outcomes‎.‎ The eighth edition also includes Excel[registered] 2007 and MINITAB 15[trademark] content‎.‎