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Research Interests:
Marketing research methods; models for marketing decisions; advertising; new product development; market segmentation; direct marketing.
Current Projects:
Customer base analysis; using information on the history of individual customer purchase patterns to answer questions such as: identifying active (or inactive) customers, assessing future sales potential, developing customer specific (direct marketing) efforts; analyzing new product success in Japan and the U.S.

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