The dogit ordered generalized extreme value model
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 ther...
| Main Authors: | , |
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| Format: | Journal Article |
| Language: | English |
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BLACKWELL PUBLISHING
2005
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| Subjects: | |
| Online Access: | http://hdl.handle.net/20.500.11937/81805 |
| _version_ | 1848764423010779136 |
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| author | Fry, T.R.L. Harris, Mark |
| author_facet | Fry, T.R.L. Harris, Mark |
| author_sort | Fry, T.R.L. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T11:19:07Z |
| format | Journal Article |
| id | curtin-20.500.11937-81805 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T11:19:07Z |
| publishDate | 2005 |
| publisher | BLACKWELL PUBLISHING |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-818052021-08-24T02:18:31Z The dogit ordered generalized extreme value model Fry, T.R.L. Harris, Mark Science & Technology Physical Sciences Statistics & Probability Mathematics generalized extreme value choice set generation ordinal data DISCRETE-CHOICE ALTERNATIVES TESTS 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. 2005 Journal Article http://hdl.handle.net/20.500.11937/81805 10.1111/j.1467-842X.2005.00414.x English BLACKWELL PUBLISHING restricted |
| spellingShingle | Science & Technology Physical Sciences Statistics & Probability Mathematics generalized extreme value choice set generation ordinal data DISCRETE-CHOICE ALTERNATIVES TESTS Fry, T.R.L. Harris, Mark The dogit ordered generalized extreme value model |
| title | The dogit ordered generalized extreme value model |
| title_full | The dogit ordered generalized extreme value model |
| title_fullStr | The dogit ordered generalized extreme value model |
| title_full_unstemmed | The dogit ordered generalized extreme value model |
| title_short | The dogit ordered generalized extreme value model |
| title_sort | dogit ordered generalized extreme value model |
| topic | Science & Technology Physical Sciences Statistics & Probability Mathematics generalized extreme value choice set generation ordinal data DISCRETE-CHOICE ALTERNATIVES TESTS |
| url | http://hdl.handle.net/20.500.11937/81805 |