Cutting Edge Marketing Analytics

Master practical strategic marketing analysis through real-life case studies and hands-on examples. In Cutting Edge Marketing Analytics, three pioneering experts integrate all three core areas of marketing analytics: statistical analysis, experiments, and managerial intuition. They fully detail a best-practice marketing analytics methodology, augmenting it with case studies that illustrate the quantitative and data analysis tools you'll need to allocate resources, define optimal...
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Master practical strategic marketing analysis through real-life case studies and hands-on examples. In Cutting Edge Marketing Analytics, three pioneering experts integrate all three core areas of marketing analytics: statistical analysis, experiments, and managerial intuition. They fully detail a best-practice marketing analytics methodology, augmenting it with case studies that illustrate the quantitative and data analysis tools you'll need to allocate resources, define optimal marketing mixes; perform effective analysis of customers and digital marketing campaigns, and create high-value dashboards and metrics.

For each marketing problem, the authors help you:

• Identify the right data and analytics techniques
• Conduct the analysis and obtain insights from it
• Outline what-if scenarios and define optimal solutions
• Connect your insights to strategic decision-making

Each chapter contains technical notes, statistical knowledge, case studies, and real data you can use to perform the analysis yourself. As you proceed, you'll gain an in-depth understanding of:

• The real value of marketing analytics
• How to integrate quantitative analysis with managerial sensibility
• How to apply linear regression, logistic regression, cluster analysis, and Anova models
• The crucial role of careful experimental design