Riassunto
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
For all marketing professionals specializing in marketing analytics and/or business intelligence; and for students and faculty in all graduate-level business courses covering Marketing Analytics, Marketing Effectiveness, or Marketing Metrics
This is today's most complete and practical guide to modern marketing analytics methods and tools. Through real case studies, you'll learn how to connect marketing inputs to customer behavior, use predictive models to develop forward-looking, what-if scenarios, and effectively apply analytics to strategic decision making in marketing.
Covering the three core areas of marketing analytics – statistical analysis, experiments, and managerial intuition – the book is organized to help you apply the right analytics processes to each strategic marketing question. For each challenge, the authors fully describe the needed methodology, illuminating it with case studies that show the appropriate quantitative and data analysis tools at work.
Each chapter mirrors a module within a typical masters-level Marketing Analytics course. 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 marketing decisions
As you proceed, you'll gain an in-depth understanding of:
- The importance of marketing analytics for forward-looking and systematic allocation of marketing resources
- How to integrate quantitative analysis with managerial sensibility
- How to conduct strategic marketing data analysis via linear regression, logistic regression, cluster analysis, and Anova models
- The role of careful experimental design in marketing analytics and resource allocation
Each chapter contains technical notes that provide the statistical knowledge you'll need to conduct the analysis, paired with case studies of real companies addressing marketing issues, and real data you can use to apply the concepts and perform the analysis yourself.
Informazioni sull?autore
Bank of America Research Professor of Business Administration Rajkumar Venkatesan teaches “Marketing Strategy” and “Big Data in Marketing” in the MBA, Executive MBA, and Global Executive MBA programs at Darden. Venkatesan’s research focuses on developing customer-centric marketing strategies that provide measurable financial results. Venkatesan’s research has appeared in several journals, including the Harvard Business Review, Journal of Marketing, Journal of Marketing Research, Marketing Science, Journal of Retailing, Decision Support Systems, Marketing Letters, and Journal of Service Research. He serves as an Area Editor of the Journal of Marketing. Many of his research publications have been recognized with prestigious awards, such as the Don Lehmann Award and the MSI Alden G. Clayton Award. He has been selected as one of the top 20 rising young scholars in marketing by the Marketing Science Institute and as one of the top 40 professors of business administration under 40 by Poets and Quants magazine.
Professor Venkatesan has consulted and taught in executive education programs on marketing analytics for global firms in the technology, retailing, media, consumer packaged goods, and pharmaceutical industries. For his work with IBM, he was recognized as one of the three finalists worldwide for the Informs Practice Prize Competition.
Before coming to Darden, Venkatesan taught database marketing, marketing research, and quantitative marketing models to graduate students at the University of Connecticut. There, he was the recipient of the MBA Teacher of the Year Award. He received his PhD in marketing from the University of Houston and his BE in computer engineering from the University of Madras.
Landmark Communications Professor Paul Farris taught at the Harvard Business School before his appointment at the University of Virginia Darden School of Business Administration. He has worked in marketing management for UNILEVER, Germany, and in account management for the LINTAS advertising agency.
Farris’s general research focus is in the area of marketing productivity and measurement. His work has been published in 10 books and more than 70 articles, appearing in professional journals and publications such as the Wall Street Journal, Harvard Business Review, Journal of Marketing, Marketing Science, Management Science, Decision Sciences, Journal of Interactive Marketing, Journal of Advertising Research, Journal of Retailing, Journal of the Academy of Marketing Science, and the Sloan Management Review. Farris has coauthored award-winning articles on retailer power, marketing strategy, and advertising testing. He has served as an academic trustee of the Marketing Science Institute and is a current or past member of the editorial boards for the Journal of Marketing, the Journal of Retailing, the International Journal of Advertising, Marketing--Journal of Research and Management, and the Journal of Advertising Research. His current research is on channel conflict and building coherent systems of marketing metrics. His coauthored book, Marketing Metrics: 50+ Metrics Every Executive Should Master, was selected by Strategy + Business as the 2006 Marketing Book of the Year.
Farris has consulted and taught executive education programs for many international companies. He has served on the boards of retailers, manufacturers, and software companies. Currently, he is on the board of directors of Sto Corp., a building materials company. Farris has also provided expert testimony in a number of marketing-related legal cases.
Ronald T. Wilcox, Ethyl Corporation Professor of Business Administration and Associate Dean of the MBA for Executives Program at the University of Virginia Darden School of Business Administration, teaches the required Marketing course in the MBA and Executive MBA programs as well as the elective “Pricing.” He also teaches in numerous Executive Education programs.
His research, focused on the marketing of financial services and its interface with public policy, has appeared in leading marketing and finance journals such as the Journal of Marketing Research, Management Science, Marketing Science, and the Journal of Business. His research and writing have also appeared in the Wall Street Journal, Washington Post, BusinessWeek, Fortune, Forbes, and the Weekly Standard. He is a frequent contributor to Forbes. He is the author of the book Whatever Happened to Thrift? Why Americans Don’t Save and What to Do About It, published by Yale University Press.
Wilcox joined the Darden faculty in 2001. He was formerly an assistant professor at the Carnegie Mellon Graduate School of Industrial Administration and an economist for the U.S. Securities and Exchange Commission.
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