Overview

The Handbook of Marketing Analytics showcases analytical marketing methods and their high-impact real-life applications in marketing management, public policy, and litigation support. Fourteen methods chapters present an overview of specific marketing analytic methods in technical detail while twenty-two case studies present thorough examples of the use of each method. The contributors featured are recognized authorities in their fields. Multidisciplinary in scope this Handbook covers experimental methods, non-experimental methods, and their digital-era extensions. It explores topics such as Classical and Bayesian econometrics, Causality, Machine learning, Optimization, and recent advancements in Conjoint Analysis. This standout collection of analytical methods and application will be useful and educational for all readers, whether they are academics or practitioners in marketing, public policy, or litigation. Contributors include: M. Akemann, S. Albers, P. Albuquerque, G.M. Allenby, V. Altuglu, A.N. Angulo, A. Ansari, L. Ash, M. Bakker, R. Befurt, T.C. Borek, D. Borrego, B.J. Bronnenberg, Z. Chance, P.K. Chintagunta, M.G. Dekimpe, R. Dhar, D. Dzyabura, R.K. Fair, D.G. Fiebig, M. Fischer, A. Goldfarb, N.J. Goldstein, R. Guha, D.M. Hanssens, M. Hatzis, J.R. Howell, K. Huskey, R. Jacobson, D. Iacobucci, I. Ionova, S. Iyer, V.K. Kanuri, A. Lambrecht, A.Y. Lee, D.R. Lehmann, Y. Li, L. Ma, M.K. Mantrala, N. Mizik, L. O'Laughlin, D. Onul, A. Oza, K. Pauwels, E. Pavlov, K.I. Powers, V.R. Rao, R. Reed-Arthurs, D.M. Ringel, J. Roberts, P.E. Rossi, R. Schwabe, J. Silva-Risso, B. Skiera, J.H. Steckel, O. Toubia, M. Trusov, C. Tucker, A.M. Tybout, K. Wertenbroch, A.G. White, S. Woodhouse, H. Yoganarasimhan, J.D. Zona

Full Product Details

Author:   Natalie Mizik ,  Dominique M. Hanssens
Publisher:   Edward Elgar Publishing Ltd
Imprint:   Edward Elgar Publishing Ltd
ISBN:  

9781784716745

ISBN 10:   178471674
Pages:   712
Publication Date:   30 March 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   To order  
Stock availability from the supplier is unknown. We will order it for you and ship this item to you once it is received by us.

Table of Contents

Contents: Introduction Natalie Mizik and Dominique M. Hanssens Methods Chapters Part I Experimental Designs 1. Laboratory Experimentation in Marketing Angela Y. Lee and Alice M. Tybout 2. Field Experiments Anja Lambrecht and Catherine E. Tucker 3. Conjoint Analysis Olivier Toubia Part II Classical Econometrics 4. Time-Series Models of Short-Run and Long-Run Marketing Impact Marnik G. Dekimpe and Dominique M. Hanssens 5. Panel Data Methods in Marketing Research Natalie Mizik and Eugene Pavlov 6. Causal Inference in Marketing Applications Peter E. Rossi Part III Discrete Choice Modeling 7. Modeling Choice Processes in Marketing John Roberts and Denzil G. Fiebig 8. Bayesian Econometrics Greg M. Allenby and Peter E. Rossi 9. Structural Models in Marketing Pradeep K. Chintagunta Part IV Latent Structure Analysis 10. Multivariate statistical analyses: Cluster analysis, factor analysis, and multidimensional scaling Dawn Iacobucci Part V Machine Learning and Big Data 11. Machine Learning and Marketing Daria Dzyabura and Hema Yoganarasimhan 12. Big Data Analytics Asim Ansari and Yang Li Part VI Generalizations and Optimizations 13. Meta Analysis in Marketing Donald R. Lehmann 14. Marketing Optimization Methods Murali K. Mantrala and Vamsi K. Kanuri Case Studies and Applications Part VII Case Studies and Applications in Marketing Management 15. Industry Applications of Conjoint Analysis Vithala R. Rao 16. How time series econometrics helped Inofec quantify online and offline funnel progression and reallocate marketing budgets for higher profits Koen Pauwels 17. Panel Data Models for Evaluating the Effectiveness of Direct-to-Physician Pharmaceutical Marketing Activities Natalie Mizik and Robert Jacobson 18. A Nested Logit Model for Product and Transaction-Type Choice Planning Automakers' Pricing and Promotions Jorge Silva-Risso, Deirdre Borrego and Irina Ionova 19. Visualizing Asymmetric Competitive Market Structure in Large Markets Daniel M. Ringel and Bernd Skiera 20. User Profiling in Display Advertising Michael Trusov and Liye Ma 21. Dynamic Optimization for Marketing Budget Allocation at Bayer Marc Fischer and Soenke Albers Part VIII Case Studies and Applications in Public Policy 22. Consumer (Mis)Behavior and Public Policy Intervention Klaus Wertenbroch 23. Nudging Healthy Choices with the 4Ps Framework for Behavior Change Zoe Chance, Ravi Dhar, Michelle Hatzis, Michiel Bakker, Kim Huskey and Lydia Ash 24. Field Experimentation: Promoting Environmentally Friendly Consumer Behavior Noah J. Goldstein and Ashley N. Angulo 25. Regulation and Online Advertising Markets Avi Goldfarb 26. Measuring the Long-Term Effects of Public Policy: The Case of Narcotics Use and Property Crime Keiko I. Powers 27. Applying Structural Models in a Public Policy Context Paulo Albuquerque and Bart J. Bronnenberg Part IX Case Studies and Applications in Litigation Support 28. Avoiding Bias: Ensuring Validity and Admissibility of Survey Evidence in Litigations Rebecca Kirk Fair and Laura O'Laughlin 29. Experiments in Litigation Joel H. Steckel 30. Conjoint Analysis in Litigation Sean Iyer 31. Conjoint Analysis: Applications in Antitrust Litigation Michael P. Akemann and Rebecca Reed-Arthurs and J. Douglas Zona 32. Feature Valuation Using Equilibrium Conjoint Analysis John R. Howell, Greg M. Allenby and Peter E. Rossi 33. Regression Analysis to Evaluate Harm in a Breach of Contract Case: The Citri-Lite Company, Inc., Plaintiff v. Cott Beverages, Inc., Defendant Rahul Guha, Darius Onul and Sally Woodhouse 34. Consumer Surveys in Trademark Infringement Litigation: FIJI vs. VITI Case Study T. Christopher Borek and Anjali Oza 35. Survey Evidence to Evaluate a Marketing Claim: Skye Astiana, Plaintiff v. Ben & Jerry's Homemade, Inc., Defendant Alan G. White and Rene Befurt 36. Machine Learning in Litigation Vildan Altuglu and Rainer Schwabe Index

Reviews

`Handbook of Marketing Analytics is a very useful reference for the litigator wishing to gain greater expertise and insight into available tools for prosecuting and defending many types of commercial litigation. The technical chapters have gentle takeoffs that allow the nonspecialist reader to build a working knowledge of the techniques described. The case study chapters are what really set the book apart for those whose matrix algebra is rusty, enabling the non-technical attorney or lay reader to see vividly how the techniques can be deployed. This will be an essential item on the shelf of any litigator who deals regularly with advanced analytics in marketing and related areas.' -- August Horvath, Kelley Drye & Warren LLP `Over the course of their storied careers, Mizik and Hanssens have helped quantify one of the most elusive of concepts: how marketing creates enterprise value. The Handbook of Marketing Analytics teaches practitioners not only how to explain the impact of marketing investment on firm performance, but also its growing application to guiding public policy and even assisting in litigation. Expertly crafted, with practical takeaways drawn on case studies and interviews with marketing analytics experts, this book is a must-read for any marketer, advertiser or reader fascinated with discovering the unseen leverage in marketing and creativity.' -- John Gerzema, Bestselling Author and CEO of Harris Insights & Analytics/The Harris Poll, US `Ever since I published Marketing Decision Making and Marketing Models, I have been wanting to see a superb collection of marketing analytics chapters and cases in one book. The Handbook of Marketing Analytics has finally arrived and it is a treasure.' -- Philip Kotler, Northwestern University, US

`Over the course of their storied careers, Mizik and Hanssens have helped quantify one of the most elusive of concepts: how marketing creates enterprise value. The Handbook of Marketing Analytics teaches practitioners not only how to explain the impact of marketing investment on firm performance, but also its growing application to guiding public policy and even assisting in litigation. Expertly crafted, with practical takeaways drawn on case studies and interviews with marketing analytics experts, this book is a must-read for any marketer, advertiser or reader fascinated with discovering the unseen leverage in marketing and creativity.' -- John Gerzema, Bestselling Author and CEO of Harris Insights & Analytics/The Harris Poll, US `Ever since I published Marketing Decision Making and Marketing Models, I have been wanting to see a superb collection of marketing analytics chapters and cases in one book. The Handbook of Marketing Analytics has finally arrived and it is a treasure.' -- Philip Kotler, Northwestern University, US

Author Information

Edited by Natalie Mizik, Professor of Marketing and J. Gary Shansby Endowed Chair in Marketing Strategy, Foster School of Business, University of Washington and Dominique M. Hanssens, Distinguished Research Professor of Marketing, Anderson School of Management, University of California, Los Angeles, US

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