A panel travel cost model accounting for endogenous stratification and truncation: A latent class approach
In this paper, we develop a panel data negative binomial count 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 distri...
| Main Authors: | , |
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| Format: | Journal Article |
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University of Wisconsin Press
2013
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| Online Access: | http://hdl.handle.net/20.500.11937/53353 |
| _version_ | 1848759123474120704 |
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| author | Hynes, S. Greene, William |
| author_facet | Hynes, S. Greene, William |
| author_sort | Hynes, S. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | In this paper, we develop a panel data negative binomial count 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. 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. © 2013 by the Board of Regents of the University of Wisconsin System. |
| first_indexed | 2025-11-14T09:54:53Z |
| format | Journal Article |
| id | curtin-20.500.11937-53353 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T09:54:53Z |
| publishDate | 2013 |
| publisher | University of Wisconsin Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-533532019-05-21T00:44:09Z A panel travel cost model accounting for endogenous stratification and truncation: A latent class approach Hynes, S. Greene, William In this paper, we develop a panel data negative binomial count 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. 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. © 2013 by the Board of Regents of the University of Wisconsin System. 2013 Journal Article http://hdl.handle.net/20.500.11937/53353 10.3368/le.89.1.177 University of Wisconsin Press restricted |
| spellingShingle | Hynes, S. Greene, William A panel travel cost model accounting for endogenous stratification and truncation: A latent class approach |
| title | A panel travel cost model accounting for endogenous stratification and truncation: A latent class approach |
| title_full | A panel travel cost model accounting for endogenous stratification and truncation: A latent class approach |
| title_fullStr | A panel travel cost model accounting for endogenous stratification and truncation: A latent class approach |
| title_full_unstemmed | A panel travel cost model accounting for endogenous stratification and truncation: A latent class approach |
| title_short | A panel travel cost model accounting for endogenous stratification and truncation: A latent class approach |
| title_sort | panel travel cost model accounting for endogenous stratification and truncation: a latent class approach |
| url | http://hdl.handle.net/20.500.11937/53353 |