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    The dogit ordered generalized extreme value model

    Access Status
    Fulltext not available
    Authors
    Fry, T.R.L.
    Harris, Mark
    Date
    2005
    Type
    Journal Article
    
    Metadata
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    Citation
    Fry, T.R.L. and Harris, M.N. 2005. The dogit ordered generalized extreme value model. Australian and New Zealand Journal of Statistics. 47 (4): pp. 531-542.
    Source Title
    Australian and New Zealand Journal of Statistics
    DOI
    10.1111/j.1467-842X.2005.00414.x
    ISSN
    1369-1473
    Faculty
    Faculty of Business and Law
    School
    School of Economics, Finance and Property
    URI
    http://hdl.handle.net/20.500.11937/81805
    Collection
    • Curtin Research Publications
    Abstract

    This paper introduces the Dogit ordered generalized extreme value (DOGEV) model, for handling discrete variables that are ordered and heterogeneous. In particular, the DOGEV model can be applied to questionnaire responses on questions allowing a discrete set of ordered possible responses, where there is a preference for particular responses and possibly multiple modes in the data. The DOGEV model combines a model for choice set generation with the ordered generalized extreme value model. The paper illustrates the model using two empirical examples: a model of inflationary expectations and a model for students' evaluations of teaching. © 2005 Australian Statistical Publishing Association Inc.

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