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Issues In Modeling Store Level Scanner Data
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Book Synopsis ASSESING CROSS-CATERGORY IMPACT FROM STORE-LEVEL SCANNER DATA by : MICHEL WEDEL
Download or read book ASSESING CROSS-CATERGORY IMPACT FROM STORE-LEVEL SCANNER DATA written by MICHEL WEDEL and published by . This book was released on 2002 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Using Scanner Data for Food Policy Research by : Mary K. Muth
Download or read book Using Scanner Data for Food Policy Research written by Mary K. Muth and published by Academic Press. This book was released on 2019-10-12 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using Scanner Data for Food Policy Research is a practitioners' guide to using and interpreting scanner data obtained from stores and households in policy research. It provides practical advice for using the data and interpreting their results. It helps the reader address key methodological issues such as aggregation, constructing price indices, and matching the data to nutrient values. It demonstrates some of the key econometric and statistical applications of the data, including estimating demand systems for policy simulation, analyzing effects of food access on food choices, and conducting cost-benefit analysis of food policies. This guide is intended for early-career researchers, particularly those working with scanner data in agricultural and food economics, nutrition, and public health contexts. - Describe different types of scanner data, the types of information available in the data, and the vendors that offer these data - Describe food-label data that can be appended to scanner data - Identify key questions that researchers should consider when acquiring scanner and label data for food policy research - Demonstrate how to use scanner data using tools from econometric and statistical analyses, including the limitations in interpreting results using the data - Describe and resolve key methodological issues related to using the data to facilitate more rapid analyses - Provide an overview of published literature as background for designing new studies - Demonstrate key applications of the data for food policy research
Book Synopsis Expert Systems for Scanner Data Environments by : John M. McCann
Download or read book Expert Systems for Scanner Data Environments written by John M. McCann and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about the role of expert systems in marketing, particularly in the consumer goods industry. Section I describes the changing nature of consumer marketing and presents the rationale and need for expert systems. The remainder of the book combines a tutorial on expert systems with a series of expert system prototypes. The tutorial material is presented in three places. First, section II is devoted to introducing expert systems in general. Chapter 3 provides a general introduction to the topic, which is continued in chapter 4 where a small expert system (the Promotion Advisor) is used to illustrate the important features of a backward-chaining, rule-based system. The promotion theme is extended in chapter 5 where a larger system is presented. The material in all three of these chapters was designed as an introduction and tutorial on the most common technology for building applied expert systems: the backward-chaining, rule-based inference engine. Tutorial material is also contained in the body of the chapters that describe the prototypes. This material is usually in the form of sample rules and a description of the process for applying the rules. The third location of the expert system material is in chapters that follow discussions of the prototypes. Chapter 7 is a technical chapter on the coupling of expert systems to traditional systems.
Book Synopsis Econometric Models in Marketing by : P.H. Franses
Download or read book Econometric Models in Marketing written by P.H. Franses and published by Elsevier. This book was released on 2002-02-28 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the 16th Edition of "Advances in Econometrics", we present twelve papers discussing the current interface between Marketing and Econometrics. The authors are leading scholars in the fields and introduce the latest models for analysing marketing data. The papers are representative of the types of problems and methods that are used within the field of marketing. Marketing focuses on the interaction between the firm and the consumer. Economics encompasses this interaction as well as many others. Economics, along with psychology and sociology, provides a theoretical foundation for marketing. Given the applied nature of marketing research, measurement and quantitative issues arise frequently. Quantitative marketing tends to rely heavily upon statistics and econometrics. However, quantitative marketing can place a different emphasis upon the problem than econometrics, even when using the same techniques. A basic difference between quantitative marketing research and econometrics tends to be the pragmatism that is found in many marketing studies. Another important motivating factor in marketing research is the type of data that is available. Applied econometrics tends to rely heavily on data collected by governmental organizations. In contrast, marketing often uses data collected by private firms or marketing research firms. Observational and survey data are quite similar to those used in econometrics. However, the remaining types of data, panel and transactional, can look quite different from what may be familiar to econometricians. The automation and computerization of much of the sales transaction process leaves an audit trail that results in huge quantities of data. A popular area of study is the use of scanner data collected at the checkout stand using bar code readers. Methods that work for small data sets may not work well in these larger data sets. In addition, new sources of data, such as clickstream data from a web site, will offer new challenges. This volume addresses these and related issues.
Book Synopsis Market Response Models: Econometric and Time Series Analysis by : Dominique M. Hanssens
Download or read book Market Response Models: Econometric and Time Series Analysis written by Dominique M. Hanssens and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports over a decade's worth of research on the development of empirical response models that have important uses for generating marketing knowledge and improving marketing decisions. Some of its contributions to marketing are the following: 1. It integrates state-of-the art technical material with discussions of its relevance to management. 2. It provides continuity to a research stream over 20 years old. 3. It illustrates how marketing generalizations are the basis of marketing theory and marketing knowledge. 4. It shows how the research can be applied to marketing planning and forecasting. 5. It presents original research in marketing. The book addresses both marketing researchers and marketing managers. This can be done because empirical decision models are helpful in practice and are also based on theories of response. Econometric and time series analysis (ETS) is one of the few areas in marketing where there is little, if any, conflict between the academic sphere and the world of professional practice. Market Response Models is a sequel to Marketing Models and Econometric Research, published in 1976. It is rare for a research-oriented book in market ing to be updated or to have a sequel. Unlike many other methodologies, ETS research in marketing has stood the test of time. It remains the main method for discovering relations among marketing variables.
Book Synopsis Market Response Models by : Dominique M. Hanssens
Download or read book Market Response Models written by Dominique M. Hanssens and published by Springer Science & Business Media. This book was released on 2005-12-19 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Modeling Markets by : Peter S.H. Leeflang
Download or read book Modeling Markets written by Peter S.H. Leeflang and published by Springer. This book was released on 2014-11-12 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about how models can be developed to represent demand and supply on markets, where the emphasis is on demand models. Its primary focus is on models that can be used by managers to support marketing decisions. Modeling Markets presents a comprehensive overview of the tools and methodologies that managers can use in decision making. It has long been known that even simple models outperform judgments in predicting outcomes in a wide variety of contexts. More complex models potentially provide insights about structural relations not available from casual observations. In this book, the authors present a wealth of insights developed at the forefront of the field, covering all key aspects of specification, estimation, validation and use of models. The most current insights and innovations in quantitative marketing are presented, including in-depth discussion of Bayesian estimation methods. Throughout the book, the authors provide examples and illustrations. This book will be of interest to researchers, analysts, managers and students who want to understand, develop or use models of marketing phenomena.
Book Synopsis The Oxford Handbook of Pricing Management by : Özalp Özer
Download or read book The Oxford Handbook of Pricing Management written by Özalp Özer and published by Oxford University Press (UK). This book was released on 2012-06-07 with total page 977 pages. Available in PDF, EPUB and Kindle. Book excerpt: A definitive reference to the theory and practice of pricing across industries, environments, and methodologies. It covers all major areas of pricing including, pricing fundamentals, pricing tactics, and pricing management.
Book Synopsis Essays Over Kwantitatieve Marketing Modellen en Monte Carlo Integratie Methoden by : Rutger van Oest
Download or read book Essays Over Kwantitatieve Marketing Modellen en Monte Carlo Integratie Methoden written by Rutger van Oest and published by Rozenberg Publishers. This book was released on 2005 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Advanced Methods for Modeling Markets by : Peter S. H. Leeflang
Download or read book Advanced Methods for Modeling Markets written by Peter S. H. Leeflang and published by Springer. This book was released on 2017-08-29 with total page 725 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents advanced techniques to modeling markets, with a wide spectrum of topics, including advanced individual demand models, time series analysis, state space models, spatial models, structural models, mediation, models that specify competition and diffusion models. It is intended as a follow-on and companion to Modeling Markets (2015), in which the authors presented the basics of modeling markets along the classical steps of the model building process: specification, data collection, estimation, validation and implementation. This volume builds on the concepts presented in Modeling Markets with an emphasis on advanced methods that are used to specify, estimate and validate marketing models, including structural equation models, partial least squares, mixture models, and hidden Markov models, as well as generalized methods of moments, Bayesian analysis, non/semi-parametric estimation and endogeneity issues. Specific attention is given to big data. The market environment is changing rapidly and constantly. Models that provide information about the sensitivity of market behavior to marketing activities such as advertising, pricing, promotions and distribution are now routinely used by managers for the identification of changes in marketing programs that can improve brand performance. In today’s environment of information overload, the challenge is to make sense of the data that is being provided globally, in real time, from thousands of sources. Although marketing models are now widely accepted, the quality of the marketing decisions is critically dependent upon the quality of the models on which those decisions are based. This volume provides an authoritative and comprehensive review, with each chapter including: · an introduction to the method/methodology · a numerical example/application in marketing · references to other marketing applications · suggestions about software. Featuring contributions from top authors in the field, this volume will explore current and future aspects of modeling markets, providing relevant and timely research and techniques to scientists, researchers, students, academics and practitioners in marketing, management and economics.
Book Synopsis Building Models for Marketing Decisions by : Peter S.H. Leeflang
Download or read book Building Models for Marketing Decisions written by Peter S.H. Leeflang and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 642 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about marketing models and the process of model building. Our primary focus is on models that can be used by managers to support marketing decisions. It has long been known that simple models usually outperform judgments in predicting outcomes in a wide variety of contexts. For example, models of judgments tend to provide better forecasts of the outcomes than the judgments themselves (because the model eliminates the noise in judgments). And since judgments never fully reflect the complexities of the many forces that influence outcomes, it is easy to see why models of actual outcomes should be very attractive to (marketing) decision makers. Thus, appropriately constructed models can provide insights about structural relations between marketing variables. Since models explicate the relations, both the process of model building and the model that ultimately results can improve the quality of marketing decisions. Managers often use rules of thumb for decisions. For example, a brand manager will have defined a specific set of alternative brands as the competitive set within a product category. Usually this set is based on perceived similarities in brand characteristics, advertising messages, etc. If a new marketing initiative occurs for one of the other brands, the brand manager will have a strong inclination to react. The reaction is partly based on the manager's desire to maintain some competitive parity in the mar keting variables.
Book Synopsis Review of Marketing Research by : Naresh Malhotra
Download or read book Review of Marketing Research written by Naresh Malhotra and published by Routledge. This book was released on 2017-10-19 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 2017. Routledge is an imprint of Taylor & Francis, an Informa company.
Book Synopsis Using Market Knowledge by : Rohit Deshpande
Download or read book Using Market Knowledge written by Rohit Deshpande and published by SAGE. This book was released on 2001 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can we use market knowledge effectively? What needs to be done to move from market knowledge to market insight? These and other questions of significance to marketers, researchers, and scholars alike are addressed in this timely volume. Drawing on a collection of outstanding papers from the prestigious Marketing Science Institute, Editor Rohit Desphande, has assembled, in a single source, the key research on market knowledge management and the best information available for new ideas on what's next. The contributing authors are scholars from leading business schools including Harvard, MIT, and Wharton. Using Market Knowledge is appropriate for students in advanced marketing courses, scholars and faculty interested in improving their understanding of knowledge management, and professionals in market research firms.
Book Synopsis Handbook of Marketing by : Barton A Weitz
Download or read book Handbook of Marketing written by Barton A Weitz and published by SAGE. This book was released on 2006-08-11 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 'Handbook of Marketing' presents a major retrospective and prospective overview of the field of marketing when many of the traditional boundaries and domains within marketing have been subject to change.
Book Synopsis Consumer Behavior by : William L. Wilkie
Download or read book Consumer Behavior written by William L. Wilkie and published by . This book was released on 1990-03-20 with total page 844 pages. Available in PDF, EPUB and Kindle. Book excerpt: William Wilkie has succeeded in writing a book on consumer behavior that is stimulating, provides clear explanations, and is a pleasure to read. Considering such issues as why people buy some products and not others, why some consumers spend frugally while others run up large debts, what role the marketing system plays in consumer behavior, and how a marketer actually influences a consumer, it includes the best and useful frameworks and marketing ``rules of thumb'' that tie concepts together and apply them to the reality of the marketer's role. In this Second Edition, topical coverage has been organized more clearly and coverage of market segmentation has been greatly expanded. A section on organizational buying behavior had been added, and the expanded ``notes'' section has been placed at the back of the book for easy access.
Book Synopsis Perspectives on Promotion and Database Marketing by : Robert C. Blattberg
Download or read book Perspectives on Promotion and Database Marketing written by Robert C. Blattberg and published by World Scientific. This book was released on 2010 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative marketing as a discipline started around the mid 60's and has been dominated by only a handful of individuals. Robert Blattberg is one of them and has been a leader in setting a research agenda for this discipline. The collection of articles in this book along with commentary by some of his doctoral students is a magnificent testament to the genius of Robert Blattberg. The chapters in this book are organized into six parts. The first part, titled ?Early Bob?, traces research which he completed during the first decade after he joined University of Chicago. The second part is titled ?Statistical Bob?. This part comprises papers that Robert wrote in characterizing the response of consumers to dealing. The third part is titled ?Promotional Bob?, and covers roughly a ten-year stretch from 1987 to 1996. The fourth part titled ?Big Bob?, describes Robert's contribution to and impact on marketing practice. The fifth part is titled ?Direct Bob?, and focuses on what customer level data should be gathered, how they should be organized, linked and analyzed, and what metrics should be used to assess customer value. The sixth and final part titled ?Micro-Macro Bob?, is not genre or area specific as much as an illustration of Robert's overall research interests in marketing-mix modeling.
Book Synopsis Data Analysis and Decision Support by : Daniel Baier
Download or read book Data Analysis and Decision Support written by Daniel Baier and published by Springer Science & Business Media. This book was released on 2006-05-06 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is a great privilege and pleasure to write a foreword for a book honor ing Wolfgang Gaul on the occasion of his sixtieth birthday. Wolfgang Gaul is currently Professor of Business Administration and Management Science and the Head of the Institute of Decision Theory and Management Science, Faculty of Economics, University of Karlsruhe (TH), Germany. He is, by any measure, one of the most distinguished and eminent scholars in the world today. Wolfgang Gaul has been instrumental in numerous leading research initia tives and has achieved an unprecedented level of success in facilitating com munication among researchers in diverse disciplines from around the world. A particularly remarkable and unique aspect of his work is that he has been a leading scholar in such diverse areas of research as graph theory and net work models, reliability theory, stochastic optimization, operations research, probability theory, sampling theory, cluster analysis, scaling and multivariate data analysis. His activities have been directed not only at these and other theoretical topics, but also at applications of statistical and mathematical tools to a multitude of important problems in computer science (e.g., w- mining), business research (e.g., market segmentation), management science (e.g., decision support systems) and behavioral sciences (e.g., preference mea surement and data mining). All of his endeavors have been accomplished at the highest level of professional excellence.