Decision Analytics: Microsoft Excel

Crunch Big Data to optimize marketing and more!

Carlberg guides you through using decision analytics to segment customers (or anything else) into sensible and actionable groups and clusters. Next, you’ll learn practical ways to optimize a wide spectrum of decisions in business and beyond—from pricing to cross-selling, hiring to investments—even facial recognition software uses the techniques discussed in this book!

Through realistic examples, Carlberg helps you understand the techniques and assumptions that underlie decision analytics and use simple Excel charts to intuitively grasp the results. With this foundation in place, you can perform your own analyses in Excel and work with results produced by advanced stats packages such as SAS and SPSS.

This book comes with an extensive collection of downloadable Excel workbooks you can easily adapt to your own unique requirements, plus VBA code to streamline several of its most complex techniques.

• Classify data according to existing categories or naturally occurring clusters of predictor variables
• Cut massive numbers of variables and records down to size, so you can get the answers you really need
• Utilize cluster analysis to find patterns of similarity for market research and many other applications
• Learn how multiple discriminant analysis helps you classify cases
• Use MANOVA to decide whether groups differ on multivariate centroids
• Use principal components to explore data, find patterns, and identify latent factors

Register your book for access to all sample workbooks, updates, and corrections as they become available at quepublishing.com/title/9780789751683.