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Modeling underdispersed count data with generalized Poisson regression

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  • Tammy Harris

    (University of South Carolina)

  • Zhao Yang

    (Quintiles, Inc.)

  • James W. Hardin

    (University of South Carolina)

Abstract

We present motivation and new Stata commands for modeling count data. While the focus of this article is on modeling data with underdispersion, the new command for fitting generalized Poisson regression models is also suitable as an alternative to negative binomial regression for overdispersed data.

Suggested Citation

  • Tammy Harris & Zhao Yang & James W. Hardin, 2012. "Modeling underdispersed count data with generalized Poisson regression," Stata Journal, StataCorp LP, vol. 12(4), pages 736-747, December.
    • Handle: RePEc:tsj:stataj:v:12:y:2012:i:4:p:736-747
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    References listed on IDEAS

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    1. H. J. H. Tuenter, 2000. "On the generalized Poisson distribution," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 54(3), pages 374-376, November.
    2. Weiren Wang & Felix Famoye, 1997. "Modeling household fertility decisions with generalized Poisson regression," Journal of Population Economics, Springer;European Society for Population Economics, vol. 10(3), pages 273-283.
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    3. Selçuk GEMİCİOĞLU & Hasan ŞAHİN & Emrah ER, 2019. "Analysis of Fertility in Turkey: The Importance of Future Fertility PreferencesAbstract: Fertility analyzes are generally not carried out considering future fertility preferences. However, future fert," Sosyoekonomi Journal, Sosyoekonomi Society, issue 27(41).
    4. Muthini, Davis & Nzuma, Jonathan & Qaim, Matin, 2018. "Subsistence Production, Markets, and Dietary Diversity in the Kenyan Small Farm Sector," Department of Agricultural and Rural Development (DARE) Discussion Papers 279791, Georg-August-Universitaet Goettingen, Department of Agricultural Economics and Rural Development (DARE).
    5. Babutsidze, Zakaria & Chai, Andreas, 2018. "Look at me Saving the Planet! The Imitation of Visible Green Behavior and its Impact on the Climate Value-Action Gap," Ecological Economics, Elsevier, vol. 146(C), pages 290-303.
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    7. Sven Bergau & Tim K. Loos & Orkhan Sariyev, 2022. "On- and Off-Farm Diversification and Travel Time to Markets: Linkages to Food Security in Rural Ethiopia," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(5), pages 2543-2560, October.
    8. Ophelia Amo & Wisdom Akpalu & Daniel K. Twerefou & Godfred A. Bokpin, 2022. "Estimating the Economic Value of Health Walk on the Accra-Aburi Mountains Walkway in Ghana: An Individual Travel Cost Approach," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 9(1), pages 75-85, January.
    9. Petr Spodniak, Valentin Bertsch, and Mel Devine, 2021. "The Profitability of Energy Storage in European Electricity Markets," The Energy Journal, International Association for Energy Economics, vol. 0(Number 5).
    10. Célestin C. Kokonendji & Sobom M. Somé & Youssef Esstafa & Marcelo Bourguignon, 2023. "On Underdispersed Count Kernels for Smoothing Probability Mass Functions," Stats, MDPI, vol. 6(4), pages 1-15, November.
    11. Lin, Siyuan & Argys, Laura M. & Averett, Susan L., 2023. "Exposure to the One-Child Policy and Fertility among Chinese Immigrants to the US," IZA Discussion Papers 16329, Institute of Labor Economics (IZA).
    12. Kennedy Ndue & Melese Mulu Baylie & Pál Goda, 2023. "Determinants of Rural Households’ Intensity of Flood Adaptation in the Fogera Rice Plain, Ethiopia: Evidence from Generalised Poisson Regression," Sustainability, MDPI, vol. 15(14), pages 1-19, July.
    13. Genova, C. & Umberger, W. & Peralta, A. & Newman, S., 2018. "Dietary diversity of children and teenagers in Northern Vietnam," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 276033, International Association of Agricultural Economists.
    14. Vimefall, Elin, 2015. "Income diversification among female-headed farming households," Working Papers 2015:11, Örebro University, School of Business.

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