9780789751683

Crunch Big Data to optimize marketing and more!

Overwhelmed by all the Big Data now available to you? Not sure what questions to ask or how to ask them? Using Microsoft Excel and proven decision analytics techniques, you can distill all that data into manageable sets—and use them to optimize a wide variety of business and investment decisions. In Decision Analytics: Microsoft Excel, best selling statistics expert and consultant Conrad Carlberg will show you how—hands-on and step-by-step.

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.

Conrad Carlberg has written eleven books about quantitative analysis with Excel, including Statistical Analysis: Microsoft® Excel 2010 and Predictive Analytics: Microsoft® Excel. His company, found at www.conradcarlberg.com, focuses on the quantitative analysis of data that companies routinely collect in their sales, employee, customer management and other operations database systems. Carlberg holds a Ph.D. in statistics from the University of Colorado and has 25 years’ experience applying advanced analytical techniques.

Conrad Carlberg lives near San Diego with his wife, not too far from the beach, but high enough that the rise in the sea level is unlikely to convert their home to waterfront property. Two cats round out the indoor menagerie; the three rabbits are required to stay outside.

1. Components of Decision Analytics

2. Logistic Regression

3. Univariate Analysis of Variance (ANOVA)

4. Multivariate Analysis of Variance (MANOVA)

5. Discriminant Function Analysis. The Basics

6. Discriminant Function Analysis. Further Issues

7. Principal Components

8. Cluster Analysis: The Basics

9. Cluster Analysis: Further Issues

What is included with this book?

The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

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Decision Analytics Microsoft Excel

Decision Analytics Microsoft Excel

0789751682

Summary

Author Biography

Table of Contents

Supplemental Materials

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