Modelling recreation demand with revealed and stated preference panel data under conditions of endogenous stratification and truncation: A latent class approach
In this paper, we present an extension of Shaw’s (1988) and Englin and Shonkwiler’s (1995) count data travel cost models corrected for on-site sampling to a panel data setting. We develop a panel data negative binomial count data model that corrects for endogenous stratification and truncation. W...
| Main Authors: | , |
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| Format: | Journal Article |
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Oxford University PRess
2011
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| Online Access: | http://www.webmeets.com/files/papers/EAERE/2011/1116/Hynes%20and%20Greene%20ERE1.pdf http://hdl.handle.net/20.500.11937/21275 |
| _version_ | 1848750544520216576 |
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| author | Greene, William Hynes, S. |
| author_facet | Greene, William Hynes, S. |
| author_sort | Greene, William |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | In this paper, we present an extension of Shaw’s (1988) and Englin and Shonkwiler’s (1995) count data travel cost models corrected for on-site sampling to a panel data setting. We develop a panel data negative binomial count data model that corrects for endogenous stratification and truncation. We also incorporate a latent class structure into our panel specification which assumes that the observations are drawn from a finite number of segments, where the distributions differ in the intercept and the coefficients of the explanatory variables. Results of this model are compared to some of the more common modelling approached in the literature. The chosen models are applied to revealed and contingent travel data obtained from a survey of visitors to a beach on the outskirts of Galway city in Ireland. The paper argues that count data panel models corrected for on-site sampling may still be inadequate and potentially misleading if the population of interest is heterogeneous with respect to the impact of the chosen explanatory variables. |
| first_indexed | 2025-11-14T07:38:31Z |
| format | Journal Article |
| id | curtin-20.500.11937-21275 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T07:38:31Z |
| publishDate | 2011 |
| publisher | Oxford University PRess |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-212752017-01-30T12:24:15Z Modelling recreation demand with revealed and stated preference panel data under conditions of endogenous stratification and truncation: A latent class approach Greene, William Hynes, S. In this paper, we present an extension of Shaw’s (1988) and Englin and Shonkwiler’s (1995) count data travel cost models corrected for on-site sampling to a panel data setting. We develop a panel data negative binomial count data model that corrects for endogenous stratification and truncation. We also incorporate a latent class structure into our panel specification which assumes that the observations are drawn from a finite number of segments, where the distributions differ in the intercept and the coefficients of the explanatory variables. Results of this model are compared to some of the more common modelling approached in the literature. The chosen models are applied to revealed and contingent travel data obtained from a survey of visitors to a beach on the outskirts of Galway city in Ireland. The paper argues that count data panel models corrected for on-site sampling may still be inadequate and potentially misleading if the population of interest is heterogeneous with respect to the impact of the chosen explanatory variables. 2011 Journal Article http://hdl.handle.net/20.500.11937/21275 http://www.webmeets.com/files/papers/EAERE/2011/1116/Hynes%20and%20Greene%20ERE1.pdf Oxford University PRess restricted |
| spellingShingle | Greene, William Hynes, S. Modelling recreation demand with revealed and stated preference panel data under conditions of endogenous stratification and truncation: A latent class approach |
| title | Modelling recreation demand with revealed and stated preference panel data under conditions of endogenous stratification and truncation: A latent class approach |
| title_full | Modelling recreation demand with revealed and stated preference panel data under conditions of endogenous stratification and truncation: A latent class approach |
| title_fullStr | Modelling recreation demand with revealed and stated preference panel data under conditions of endogenous stratification and truncation: A latent class approach |
| title_full_unstemmed | Modelling recreation demand with revealed and stated preference panel data under conditions of endogenous stratification and truncation: A latent class approach |
| title_short | Modelling recreation demand with revealed and stated preference panel data under conditions of endogenous stratification and truncation: A latent class approach |
| title_sort | modelling recreation demand with revealed and stated preference panel data under conditions of endogenous stratification and truncation: a latent class approach |
| url | http://www.webmeets.com/files/papers/EAERE/2011/1116/Hynes%20and%20Greene%20ERE1.pdf http://hdl.handle.net/20.500.11937/21275 |