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Underreporting of purchases of port wine

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Listed:
  • Francisco Fernando
  • Ribeiro Ramos

Abstract

In this paper, we develop a new approach for modelling underreported Poisson counts. The parameters of the model are estimated by Markov chain Monte Carlo simulation. An application to a real data set from a Portuguese marketing survey illustrates the fruitfulness of the approach. We find that purchases of bottles of port wine increase significantly with income class and the size of the household.

Suggested Citation

  • Francisco Fernando & Ribeiro Ramos, 1999. "Underreporting of purchases of port wine," Journal of Applied Statistics, Taylor & Francis Journals, vol. 26(4), pages 485-494.
  • Handle: RePEc:taf:japsta:v:26:y:1999:i:4:p:485-494
    DOI: 10.1080/02664769922368
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    References listed on IDEAS

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    1. van Praag, B M S & Vermeulen, E M, 1993. "A Count-Amount Model with Endogenous Recording of Observations," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(4), pages 383-395, Oct.-Dec..
    2. Winkelmann, Rainer & Zimmermann, Klaus F, 1995. "Recent Developments in Count Data Modelling: Theory and Application," Journal of Economic Surveys, Wiley Blackwell, vol. 9(1), pages 1-24, March.
    3. Alessie, Rob & Gradus, Raymond H J M & Melenberg, Bertrand, 1990. "The Problem of Not Observing Small Expenditures in a Consumer Expenditure Survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 5(2), pages 151-166, April-Jun.
    4. Cameron, A Colin & Trivedi, Pravin K, 1986. "Econometric Models Based on Count Data: Comparisons and Applications of Some Estimators and Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(1), pages 29-53, January.
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    Cited by:

    1. Peter Fader & Bruce Hardie, 2000. "A note on modelling underreported Poisson counts," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(8), pages 953-964.

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