Advanced Search
MyIDEAS: Login to save this paper or follow this series

Dirichlet-Multinomial Regression

Contents:

Author Info

  • Paulo Guimaraes

    (Medical University of South Carolina)

  • Richard Lindrooth

    (Medical University of South Carolina)

Abstract

In this paper we provide a Random-Utility based derivation of the Dirichlet-Multinomial regression and posit it as a convenient alternative for dealing with overdispersed multinomial data. We show that this model is a natural extension of McFadden's conditional logit for grouped data and show how it relates with count models. Finally, we use a data set on patient choice of hospitals to illustrate an application of the Dirichlet-Multinomial regression.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://128.118.178.162/eps/em/papers/0509/0509001.pdf
Download Restriction: no

Bibliographic Info

Paper provided by EconWPA in its series Econometrics with number 0509001.

as in new window
Length: 24 pages
Date of creation: 01 Sep 2005
Date of revision:
Handle: RePEc:wpa:wuwpem:0509001

Note: Type of Document - pdf; pages: 24
Contact details of provider:
Web page: http://128.118.178.162

Related research

Keywords: dirichlet-multinomial; grouped conditional logit; hospital choice; overdispersion;

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

References

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
as in new window
  1. Jerry A. Hausman & Bronwyn H. Hall & Zvi Griliches, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," NBER Technical Working Papers 0017, National Bureau of Economic Research, Inc.
  2. J. Shonkwiler & Nick Hanley, 2003. "A New Approach to Random Utility Modeling using the Dirichlet Multinomial Distribution," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 26(3), pages 401-416, November.
  3. James J. Heckman & Robert J. Willis, 1975. "A Beta-Logistic Model for the Analysis of Sequential Labor Force Participation by Married Women," NBER Working Papers 0112, National Bureau of Economic Research, Inc.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Rubiana Chamarbagwala & Martin Ranger, 2010. "A Multinomial Model of Fertility Choice and Offspring Sex Ratios in India," Journal of Development Studies, Taylor & Francis Journals, vol. 46(3), pages 417-438.
  2. Ana Rute Cardoso, 2008. "Demand for Higher Education Programs: The Impact of the Bologna Process," CESifo Economic Studies, CESifo, vol. 54(2), pages 229-247, June.
  3. Belot, Michèle & Bhaskar, Venkataraman & Van de Ven, Jeroen, 2007. "Insidious Discrimination? Disentangling the Beauty Premium on a Game Show," CEPR Discussion Papers 6276, C.E.P.R. Discussion Papers.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:wpa:wuwpem:0509001. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (EconWPA).

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.