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Topic: Logit analysis in marketing


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In the News (Mon 6 Jul 09)

  
  logit   (Site not responding. Last check: 2007-10-08)
If p is a probability then p/(1 − p) is the corresponding odds, and the logit of the probability is the logarithm of the odds; similarly the difference between the logits of two probabilities is the logarithm of the odds-ratio, thus providing an additive mechanism for combining odds-ratios.
Logits are used for various purposes by statisticians.
Barnard in 1949 coined the commonly used term log-odds; the log-odds of an event is the logit of the probability of the event.
www.yourencyclopedia.net /logit.html   (430 words)

  
 Logit analysis in marketing - Wikipedia, the free encyclopedia
Logit analysis is a mathematical technique used by marketers to assess the scope of customer acceptance of a product, particularly a new product.
Logit analysis assumes that an unmet need in the marketplace has already been detected, and that the product has been designed to meet that need.
Logit analysis defines the functional relationship between stated purchase intentions and preferences, and the actual probability of purchase.
en.wikipedia.org /wiki/Logit_analysis_in_marketing   (219 words)

  
 Wikinfo | Marketing   (Site not responding. Last check: 2007-10-08)
Marketing methods are informed by many of the social sciences, particularly psychology, sociology, and economics.
For a marketing plan to be successful, the mix of the four "p's" must reflect the wants and desires of the consumers in the target market.
Marketers depend on marketing research to determine what consumers want and what they are willing to pay for.
www.wikinfo.org /wiki.php?title=Marketing   (387 words)

  
 Logit - Wikipedia, the free encyclopedia
In mathematics, especially as applied in statistics, the logit (pronounced with a long "o" and a soft "g", IPA /loʊdʒɪt/) of a number p between 0 and 1 is
Plot of logit in the range 0 to 1, base is e
The concept of a logit is also central to the probabilistic Rasch model for measurement, which has applications in psychological and educational assessment, among other areas.
en.wikipedia.org /wiki/Logit   (448 words)

  
 Mast Marketing
Marketing Management specialization students choose courses to prepare themselves for careers in corporate or not-for-profit management or in marketing fields that range from product management, advertising, and sales and account management to retailing, distribution management, and strategic marketing planning.
In common with Marketing 621, the primary objective of this course is to introduce you to the concepts and theories underlying marketing decision-making.
Marketing 6622 builds upon Marketing 6621 with a stronger emphasis on the strategic considerations that drive and integrate the decisions made for each element of the marketing mix.
www.matnu.edu.lb /matnu/mmktg.htm   (3962 words)

  
 Designing Your Conjoint Analysis Study
The objective of OLS conjoint analysis is to produce a set of additive part-worth utilities (vector or ideal point utilities may also be estimated) that identify each respondent's preference for each level of a set of product attributes.
In the analysis of the data, part-worths are identified for the factor levels such that each specific combination of part-worths equals the total utility of any given profile.
The logit model uses an assigned choice probability that is proportional to an increasing monotonic function of the alternative's utility.
marketing.byu.edu /htmlpages/tutorials/conjoint.htm   (2914 words)

  
 Quirks.com: Research Resources [Glossary]
Analysis of the strength of the linear relationship between two variables, the independent variable and the dependent variable.
Analysis of the degree to which changes in one variable are associated with changes in another.
Marketers use differentiation and quality to seek to minimize cross-elasticity and thus it could be seen as part of brand equity or marketing effectiveness.
www.quirks.com /resources/glossary.asp   (12240 words)

  
 UIC Graduate College -- Courses: Marketing   (Site not responding. Last check: 2007-10-08)
Treats the topic of domestic marketing systems in other countries, their structures and processes, in a framework of comparative cultural, political, economic, and social systems.
Prerequisite: Mktg 500 or MBA 506 or consent of the instructor.
Distinctive aspects of services marketing examined from both a conceptual and managerial perspective with focus on the research frontiers and questions in services marketing.
www.uic.edu /depts/grad/courses/mktg.shtml   (1423 words)

  
 More on Conjoint Analysis and Choice Modelling
With choice modelling, the multinomial logit model is usually used, estimated by maximum likelihood (see "Discrete Choice Analysis" by Ben-Akiva and Lerman for full details of the formulas used).
The logit choice rule is similar to the share of utility rule but allows for random error in translating utilities into choice.
"Marketing Engineering" by Gary L. Lilien and Arvind Rangaswamy, published by Addison-Wesley is an excellent book for learning about a wide range of marketing models including conjoint analysis.
www.futuretoolkit.com /ccmore.htm   (779 words)

  
 Marketing Research Roundtable - Logit Analysis/Multinomial Logit Analysis
From what I recall, they have the same assumptions but for the logit analysis we get the log of the dependent variable.
The design of Ordinal Regression is based on the methodology of McCullagh (1980, 1998), and the procedure is referred to as PLUM in the syntax.
Standard linear regression analysis involves minimizing the sum-of-squared differences between a response (dependent) variable and a weighted combination of predictor (independent) variables.
forum.researchinfo.com /showthread.php?t=1113   (678 words)

  
 INFORMS Atlanta 1996 Sponsor: INFORMS College on Marketing
Comparisons with traditional logit demand estimates reveal that the estimate of price response parameter is generally biased downward when endogeneity is ignored.
Service marketing theory would imply that the physician, a professional service provider, might involve his customer, the patient, in the prescribing decision, a major part of medical service.
A general belief among marketing practitioners is that greater use of market information should result in improved organizational performance.
www.informs.org /Conf/Atlanta96/TALKS/S17.html   (2021 words)

  
 Marketing - MKTG   (Site not responding. Last check: 2007-10-08)
Developing an integrated distribution system; relationship to firm's marketing structure; evaluation of decisions on sources, evaluation of decisions on raw-material sources, plant and warehouse location, outlets; analysis of products through marketing channels.
Emphasis on marketing literature evolution and development of marketing practices that reflect /influence the basic literature.
Formulation of conceptual and quantitative models which relate marketing activities and behaviors to other behaviors or sales or profits.
www.uic.edu /ucat/courses/MKTG   (1262 words)

  
 Practical Multivariate Analysis Seminar / Training Class presented by Burke Institute and listed on FindaSeminar.com
REGRESSION ANALYSIS I: Objectives and applications; simple regression and extension to multiple predictors; key decisions in applying regression analysis: meaning of coefficients, tests of usefulness of the model; using the equation for predictions; assessing importance of predictors; illustrative computer printout showing inputs, outputs and options.
MULTIVARIATE ANALYSIS OF CATEGORICAL VARIABLES: Objectives and typical marketing applications of MCA, Log Linear Models, Logic Analysis and Logistic Regression; key decisions in using the techniques; comparison to other multivariate techniques and cautions in their use; illustrative computer output and interpretation.
CLUSTER ANALYSIS: Illustrative examples and marketing applications; key decisions in using cluster analysis: hierarchical vs. non-hierarchical procedures, choice of variables and weighting procedures, number of clusters and their interpretation; computer printout illustrating input, output and options.
www.findaseminar.com /event1.asp?eventID=2256   (1193 words)

  
 The New Direct Marketing - how to apply statistical analysis to direct and database marketing to improve targeting
The ultimate handbook for companies who use direct marketing as a marketing channel, marketing statisticians and for every user or developer of database and direct marketing methods.
A leading package goods marketer, employing a combination of usage and demographic data, develops markedly different strategies for different segments - optimising and acting upon their strengths and weaknesses.
As we swing into the 21st century, attention has shifted from 'mass' marketing, designed to reach large segments of the buying public, to 'individual' marketing, designed to focus on, reach, and satisfy each potential customer.
www.tech4t.com /pages/book.html   (1763 words)

  
 Course Outline: MARKETING MODELS
MK 920 - Marketing Models (Research Seminar for Doctoral Students)
Develop skills and ability to critique marketing literature and define research problems.
Marketing Models by Lilien, Kotler, and Moorty (Prentice Hall)
www2.gsu.edu /~mktnnd/mm.htm   (136 words)

  
 Paul E. Green, Professor - Wharton Marketing Faculty   (Site not responding. Last check: 2007-10-08)
The following bibliography of the research of Paul E. Green is taken from: Marketing Research and Modeling: Progress and Prospects, A Tribute to Paul E. Green, Jerry Wind, Abba Krieger, and Paul E. Green (eds.).
Classroom cases for student analysis and slides for various lectures and presentations.
Green, P. Applications in Marketing: The Art of the States,” U.S.-Japan Seminar in Theory, Methods, and Applications of Multidimensional Scaling and Related Techniques, University of California at San Diego, August.
www-marketing.wharton.upenn.edu /people/faculty/green-archive-list.html   (4485 words)

  
 Amazon.com: Books: Statistical Modeling and Analysis for Database Marketing: Effective Techniques for Mining Big Data   (Site not responding. Last check: 2007-10-08)
This compendium solves common database marketing problems by applying new hybrid modeling techniques that combine traditional statistical and new machine learning methods.
The book delivers a thorough analysis of these cutting-edge techniques, which include non-statistical machine learning and genetic intelligent hybrid models.By following the step-by-step procedures detailed in the text, database marketing professionals can learn how to apply the proper statistical techniques to any database marketing challenge.
The practical case studies and examples provided involve real problems and real data, and are taken from a variety of industries, including banking, insurance, finance, retail, and telecommunications.
www.amazon.com /exec/obidos/tg/detail/-/1574443445?v=glance   (1111 words)

  
 Logit analysis in marketing - Definition up Erdmond.Com   (Site not responding. Last check: 2007-10-08)
Logit analysis in marketing - Definition up Erdmond.Com
is a mathematical technique used by marketers to assess the scope of customer acceptance of a product, particularly a new product.
Visitations to farmer-to-consumer direct marketing operations in New Jersey: A logit analysis
www.erdmond.com /Logit_analysis_in_marketing.html   (241 words)

  
 Database Marketing Syllabus
The last two decades have witnessed a tremendous explosion in ways that firms use to track consumer behavior.
The term project is a group assignment, in which each group will work on a database-marketing problem of its choice.
  This enables students to apply the techniques discussed in class in developing a database marketing solution.
www.utdallas.edu /~nkumar/MKT6223_Syllabus.htm   (744 words)

  
 Bruce Ratner - Articles
Linear Probability, Logit And Probit Models (appears in Journal of Targeting, Measurement and Analysis for Marketing, Volume Seven, Number 3, 1999)
Market Segment Classification Modelling With Logistic Regression (appears in Journal of Targeting, Measurement and Analysis for Marketing, Volume Seven, Number 4, 1999)
Direct Marketing Models Using Genetic Algorithms (appears in Journal of Targeting, Measurement and Analysis for Marketing, Volume Six, Number 4, 1998)
www.dmstat1.com /about.html   (1068 words)

  
 MSB - Marketing
Zufryden, Fred, "Analyzing Purchase Patterns on the Basis of Incomplete and Biased Consumer Purchase Diary and UPC Panel Data," the International Journal of Research in Marketing, 1984.
Zufryden, Fred, "A Multivariate Stochastic Model of Brand Choice and Market Behavior," Research in Marketing, J. Sheth (ed.), JAI Press, Inc., Vol.
Zufryden, Fred, "Alternative Market Response to Advertising Functions," Proceedings of the Annual Meeting of the American Marketing Association, Fall 1976.
www.marshall.usc.edu /web/marketing.cfm?doc_id=2860   (1396 words)

  
 MKTG620 Reading List   (Site not responding. Last check: 2007-10-08)
"Marketing Science's Pilgrimage to the Ivory Tower," in Research Traditions in Marketing (Laurent, Lilien, and Pras, eds.).
Parsons, Leonard J. "Models of Market Mechanisms," in Marketing Decision Models (Schultz and Zoltners, eds.).
Frank, Ronald E. "Market Segmentation Research: Findings and Implications," in Applications of the Sciences of Marketing Management, (Bass, King and Pessemier, eds.).
cbae.nmsu.edu /~mktgwww/hyman/m620rd.htm   (6653 words)

  
 Market Research Reports - Business Market Research Reports & Industry Analysis
MarketResearch.com is an aggregator of global business intelligence representing the most comprehensive collection of published market research available on-demand.
Marketing Research Reports: Business Market Research Reports & Industry Analysis
Market Industry Research Analysis: Market Research Online from MarketResearch.com
www.marketresearch.com   (421 words)

  
 Advanced Agribusiness Marketing   (Site not responding. Last check: 2007-10-08)
Role of Economic Analysis of Market and Strategy
Concentration measures, indicators of market structure, SCP Paradigm and Industrial Organization
Market risk-Market Testing and Slotting Fees in the Food Products Industry
web.utk.edu /~kjensen/advagbmkt/outline.htm   (63 words)

  
 JOURNAL OF MARKETING RESEARCH
The Misuse of Repeated Measures Analysis in Marketing Research
Parameter Estimation in Marketing Models in the Presence of Influential Response Data: Robust Regression and Applications
Intervention Analysis of a Field Experiment to Assess the Buildup Effect of Advertising
www.intes.com /marketing/jmr.html   (3773 words)

  
 The New Direct Marketing - how to apply statistical analysis to direct and database marketing to improve targeting - UK
The New Direct Marketing - how to apply statistical analysis to direct and database marketing to improve targeting - UK How to gain customer insight to implement a successful profit-driven database marketing strategy
This classic text is more that just a surface treatment of successful direct marketing methods or a data-heavy, mathematical treatise on statistics and probabilities.
The Unique Requirements Direct Marketers Place on Their Decision Support Systems Direct Marketing's Functional Requirements
www.tech4t.co.uk /pages/book.html   (1765 words)

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