Modeling Dynamic Relations Among Marketing and Performance Metrics
Modeling Dynamic Relations Among Marketing and Performance Metrics

Author: Koen Pauwels

Publisher:

Published: 2019

Total Pages: 86

ISBN-13: 9781680834918

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Marketing and performance data often include measures repeated over time. Time-series models are uniquely suited to capture the time dependence of both a criterion variable and predictor variables, and how they relate to each other over time. The objective of this monograph is to give you a foundation in these models and to enable you to apply them to your own research domain of interest. To this end, we will discuss both the underlying perspectives and differences between alternative models, and the practical issues with testing, model choice, model estimation and interpretation common in empirical research. This combination of marketing phenomena and modeling philosophy sets this work apart from previous treatments on the broader topic of econometrics and time series analysis in marketing.

Modeling Dynamic Relations Among Marketing and Performance Metrics
Modeling Dynamic Relations Among Marketing and Performance Metrics

Author: Koen H. Pauwels

Publisher: Foundations and Trends (R) in Marketing

Published: 2018-12-05

Total Pages: 90

ISBN-13: 9781680834901

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Details the analysis steps, interpretation and marketing insights from traditional time series models and econometric models. The objective of this monograph is to give you a foundation in these models and to enable you to apply them to your own research domain of interest.

Applied Marketing Analytics Using R
Applied Marketing Analytics Using R

Author: Gokhan Yildirim

Publisher: SAGE Publications Limited

Published: 2023-08-02

Total Pages: 485

ISBN-13: 1529613426

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Marketing has become increasingly data-driven in recent years as a result of new emerging technologies such as AI, granular data availability and ever-growing analytics tools. With this trend only set to continue, it’s vital for marketers today to be comfortable in their use of data and quantitative approaches and have a thorough grounding in understanding and using marketing analytics in order to gain insights, support strategic decision-making, solve marketing problems, maximise value and achieve success. Taking a very hands-on approach with the use of real-world datasets, case studies and R (a free statistical package), this book supports students and practitioners to explore a range of marketing phenomena using various applied analytics tools, with a balanced mix of technical coverage alongside marketing theory and frameworks. Chapters include learning objectives, figures, tables and questions to help facilitate learning. Also included online with the datasets are software codes and solutions (R Markdowns, HTML files) to use with the book, as well as PowerPoint slides, a teaching guide and a testbank for instructors teaching a marketing analytics course. This book is essential reading for advanced level marketing students and marketing practitioners who want to become cutting-edge marketers. Dr. Gokhan Yildirim is an Associate Professor of Marketing at Imperial College Business School, London. Dr. Raoul V. Kübler is an Associate Professor of Marketing at ESSEC Business School, Paris.

Market Response Models
Market Response Models

Author: Dominique M. Hanssens

Publisher: Springer Science & Business Media

Published: 2005-12-19

Total Pages: 507

ISBN-13: 0306475944

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From 1976 to the beginning of the millennium—covering the quarter-century life span of this book and its predecessor—something remarkable has happened to market response research: it has become practice. Academics who teach in professional fields, like we do, dream of such things. Imagine the satisfaction of knowing that your work has been incorporated into the decision-making routine of brand managers, that category management relies on techniques you developed, that marketing management believes in something you struggled to establish in their minds. It’s not just us that we are talking about. This pride must be shared by all of the researchers who pioneered the simple concept that the determinants of sales could be found if someone just looked for them. Of course, economists had always studied demand. But the project of extending demand analysis would fall to marketing researchers, now called marketing scientists for good reason, who saw that in reality the marketing mix was more than price; it was advertising, sales force effort, distribution, promotion, and every other decision variable that potentially affected sales. The bibliography of this book supports the notion that the academic research in marketing led the way. The journey was difficult, sometimes halting, but ultimately market response research advanced and then insinuated itself into the fabric of modern management.

Handbook on Research in Relationship Marketing
Handbook on Research in Relationship Marketing

Author: Robert M. Morgan

Publisher: Edward Elgar Publishing

Published: 2015-01-30

Total Pages: 353

ISBN-13: 1783478632

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The Handbook on Research in Relationship Marketing includes contributions from relationship marketing experts in business-to-business, business-to-consumer, global services, technology and a variety of other contexts of practice. Academics, students, a

Handbook of Evidence Based Management Practices in Business
Handbook of Evidence Based Management Practices in Business

Author: Satyendra Kumar Sharma

Publisher: Taylor & Francis

Published: 2023-05-25

Total Pages: 725

ISBN-13: 1000935159

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This book is a collection of selected high-quality research papers presented at the 4th International Conference on Evidence-Based Management (ICEBM) 2023, held at Birla Institute of Technology & Science, Pilani, Rajasthan, India, during February 24–25, 2023. It has 76 chapters written by various scholars focusing on evidence-based management practices in different functional areas of management with the application of theory and empirical techniques. This book will be helpful to practitioners, academics, scholars, and policymakers.

Handbook of Research on Customer Equity in Marketing
Handbook of Research on Customer Equity in Marketing

Author: V. Kumar

Publisher: Edward Elgar Publishing

Published: 2015-01-30

Total Pages: 521

ISBN-13: 1781004986

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Customer equity has emerged as the most important metric to manage firm performance. This Handbook covers a broad range of strategic and tactical issues related to defining, measuring, managing, and implementing the customer equity metric for maximizin

Marketing Intelligent Systems Using Soft Computing
Marketing Intelligent Systems Using Soft Computing

Author: Jorge Casillas

Publisher: Springer Science & Business Media

Published: 2010-09-30

Total Pages: 476

ISBN-13: 3642156053

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Dr. Jay Liebowitz Orkand Endowed Chair in Management and Technology University of Maryland University College Graduate School of Management & Technology 3501 University Boulevard East Adelphi, Maryland 20783-8030 USA jliebowitz@umuc. edu When I first heard the general topic of this book, Marketing Intelligent Systems or what I’ll refer to as Marketing Intelligence, it sounded quite intriguing. Certainly, the marketing field is laden with numeric and symbolic data, ripe for various types of mining—data, text, multimedia, and web mining. It’s an open laboratory for applying numerous forms of intelligentsia—neural networks, data mining, expert systems, intelligent agents, genetic algorithms, support vector machines, hidden Markov models, fuzzy logic, hybrid intelligent systems, and other techniques. I always felt that the marketing and finance domains are wonderful application areas for intelligent systems, and this book demonstrates the synergy between marketing and intelligent systems, especially soft computing. Interactive advertising is a complementary field to marketing where intelligent systems can play a role. I had the pleasure of working on a summer faculty f- lowship with R/GA in New York City—they have been ranked as the top inter- tive advertising agency worldwide. I quickly learned that interactive advertising also takes advantage of data visualization and intelligent systems technologies to help inform the Chief Marketing Officer of various companies. Having improved ways to present information for strategic decision making through use of these technologies is a great benefit.

Wiley International Encyclopedia of Marketing, 6 Volume Set
Wiley International Encyclopedia of Marketing, 6 Volume Set

Author:

Publisher: John Wiley & Sons

Published: 2011-02-07

Total Pages: 1775

ISBN-13: 1405161787

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With over 300 entries from hundreds of global experts, this is one of the premier marketing reference resources available worldwide. The 6-volume WIEM provides scholars and professionals with an international guide to marketing concepts and applications The far-reaching new developments, challenges and opportunities that have arisen in recent years are fully reflected in the entries Scholars and professionals will enjoy the flexible, multi-level structure, with entries ranging from topics summaries to short essays reviewing areas of development and debate Entries are further extended by sophisticated cross-referencing both among volumes and between encyclopedia entries and external sources The encyclopedia is also available online For ease of reference, the entries are arranged alphabetically within each of the subject volumes. Designed to encompass the scope of modern marketing, the volumes cover: Volume 1: Marketing Strategy Volume 2: Marketing Research Volume 3: Consumer Behavior Volume 4: Advertising and Integrated Communication Volume 5: Product Innovation and Management Volume 6: International Marketing