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On the number of categories in an ordered regression model

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  • Philip Hans Franses
  • J.S. Cramer

Abstract

We show that there is no formal statistical testing method to support combining categories in a standard ordered regression model. We discuss practical implications of this result.

Suggested Citation

  • Philip Hans Franses & J.S. Cramer, 2010. "On the number of categories in an ordered regression model," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 64(1), pages 125-128, February.
    • Handle: RePEc:bla:stanee:v:64:y:2010:i:1:p:125-128
    DOI: 10.1111/j.1467-9574.2009.00432.x
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    References listed on IDEAS

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    1. Cramer, J. S. & Ridder, G., 1991. "Pooling states in the multinomial logit model," Journal of Econometrics, Elsevier, vol. 47(2-3), pages 267-272, February.
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    Cited by:

    1. Alexander Staus, 2007. "An Ordinal Regression Model using Dealer Satisfaction Data," Hohenheimer Agrarökonomische Arbeitsberichte 15, University of Hohenheim, Institute for Agricultural Policy and Agricultural Markets.
    2. Jan Schiefer & Monika Hartmann, 2008. "Determinants of competitive advantage for German food processors," Agribusiness, John Wiley & Sons, Ltd., vol. 24(3), pages 306-319.
    3. Lake, James & Millimet, Daniel L., 2016. "An empirical analysis of trade-related redistribution and the political viability of free trade," Journal of International Economics, Elsevier, vol. 99(C), pages 156-178.
    4. Ebru a layan-Akay & Muhammed H. Van, 2017. "Determinants of the Levels of Development Based on the Human Development Index:Bayesian Ordered Probit Model," International Journal of Economics and Financial Issues, Econjournals, vol. 7(5), pages 425-431.
    5. Li-Wei Chao & José A. Pagán & Beth J. Soldo, 2008. "End-of-Life Medical Treatment Choices: Do Survival Chances and Out-of-Pocket Costs Matter?," Medical Decision Making, , vol. 28(4), pages 511-523, July.

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