Classic and bayesian estimation of subjective value of time
In this paper, we estimate different travel time components in an urban transport context in Bogotá, by using discrete choice models. For the analysis, we evaluate two different approaches for model estimation: the maximum likelihood estimation (classical) and the Bayesian estimation, allowing a com...
- Autores:
-
Gutierrez-Torres, Margareth
Cantillo-Maza, Victor
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2014
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/50486
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/50486
http://bdigital.unal.edu.co/44483/
- Palabra clave:
- Modelo Logit Mixto
Estimación Bayesiana
Valor Subjetivo del Tiempo
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
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Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Gutierrez-Torres, Margarethf9416754-8674-4d47-887d-973474b63a2a300Cantillo-Maza, Victor163fc853-4313-49da-998e-a484741768703002019-06-29T10:20:32Z2019-06-29T10:20:32Z2014-10-24https://repositorio.unal.edu.co/handle/unal/50486http://bdigital.unal.edu.co/44483/In this paper, we estimate different travel time components in an urban transport context in Bogotá, by using discrete choice models. For the analysis, we evaluate two different approaches for model estimation: the maximum likelihood estimation (classical) and the Bayesian estimation, allowing a comparison between both approaches when are used to estimate the subjective value of time (SVT) as the marginal rate of substitution between time and cost. We found that the average SVT when we used the classical estimation is US$0.14/min; meanwhile, the access time was US$0.21/min and the penalty for a transfer is US$0.74. On the other hand, the average values estimated when using Bayesian approach were US$0.15/min for the SVT in vehicle, US$0.21/min for the access time and US$0.83 for the transfer penalty.application/pdfspaUniversidad Nacional de Colombia Sede Medellínhttp://revistas.unal.edu.co/index.php/dyna/article/view/40863Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaDyna; Vol. 81, núm. 187 (2014); 158-166 DYNA; Vol. 81, núm. 187 (2014); 158-166 2346-2183 0012-7353Gutierrez-Torres, Margareth and Cantillo-Maza, Victor (2014) Classic and bayesian estimation of subjective value of time. Dyna; Vol. 81, núm. 187 (2014); 158-166 DYNA; Vol. 81, núm. 187 (2014); 158-166 2346-2183 0012-7353 .Classic and bayesian estimation of subjective value of timeArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTModelo Logit MixtoEstimación BayesianaValor Subjetivo del TiempoORIGINAL40863-227052-1-PB.pdfapplication/pdf576846https://repositorio.unal.edu.co/bitstream/unal/50486/1/40863-227052-1-PB.pdf2bc8c4d714c260e9a61ce1d72c511c65MD51THUMBNAIL40863-227052-1-PB.pdf.jpg40863-227052-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg9545https://repositorio.unal.edu.co/bitstream/unal/50486/2/40863-227052-1-PB.pdf.jpg1446b9229f6871b6679e560f0ac612b8MD52unal/50486oai:repositorio.unal.edu.co:unal/504862023-12-15 23:06:14.383Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |
dc.title.spa.fl_str_mv |
Classic and bayesian estimation of subjective value of time |
title |
Classic and bayesian estimation of subjective value of time |
spellingShingle |
Classic and bayesian estimation of subjective value of time Modelo Logit Mixto Estimación Bayesiana Valor Subjetivo del Tiempo |
title_short |
Classic and bayesian estimation of subjective value of time |
title_full |
Classic and bayesian estimation of subjective value of time |
title_fullStr |
Classic and bayesian estimation of subjective value of time |
title_full_unstemmed |
Classic and bayesian estimation of subjective value of time |
title_sort |
Classic and bayesian estimation of subjective value of time |
dc.creator.fl_str_mv |
Gutierrez-Torres, Margareth Cantillo-Maza, Victor |
dc.contributor.author.spa.fl_str_mv |
Gutierrez-Torres, Margareth Cantillo-Maza, Victor |
dc.subject.proposal.spa.fl_str_mv |
Modelo Logit Mixto Estimación Bayesiana Valor Subjetivo del Tiempo |
topic |
Modelo Logit Mixto Estimación Bayesiana Valor Subjetivo del Tiempo |
description |
In this paper, we estimate different travel time components in an urban transport context in Bogotá, by using discrete choice models. For the analysis, we evaluate two different approaches for model estimation: the maximum likelihood estimation (classical) and the Bayesian estimation, allowing a comparison between both approaches when are used to estimate the subjective value of time (SVT) as the marginal rate of substitution between time and cost. We found that the average SVT when we used the classical estimation is US$0.14/min; meanwhile, the access time was US$0.21/min and the penalty for a transfer is US$0.74. On the other hand, the average values estimated when using Bayesian approach were US$0.15/min for the SVT in vehicle, US$0.21/min for the access time and US$0.83 for the transfer penalty. |
publishDate |
2014 |
dc.date.issued.spa.fl_str_mv |
2014-10-24 |
dc.date.accessioned.spa.fl_str_mv |
2019-06-29T10:20:32Z |
dc.date.available.spa.fl_str_mv |
2019-06-29T10:20:32Z |
dc.type.spa.fl_str_mv |
Artículo de revista |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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info:eu-repo/semantics/article |
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publishedVersion |
dc.identifier.uri.none.fl_str_mv |
https://repositorio.unal.edu.co/handle/unal/50486 |
dc.identifier.eprints.spa.fl_str_mv |
http://bdigital.unal.edu.co/44483/ |
url |
https://repositorio.unal.edu.co/handle/unal/50486 http://bdigital.unal.edu.co/44483/ |
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spa |
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spa |
dc.relation.spa.fl_str_mv |
http://revistas.unal.edu.co/index.php/dyna/article/view/40863 |
dc.relation.ispartof.spa.fl_str_mv |
Universidad Nacional de Colombia Revistas electrónicas UN Dyna Dyna |
dc.relation.ispartofseries.none.fl_str_mv |
Dyna; Vol. 81, núm. 187 (2014); 158-166 DYNA; Vol. 81, núm. 187 (2014); 158-166 2346-2183 0012-7353 |
dc.relation.references.spa.fl_str_mv |
Gutierrez-Torres, Margareth and Cantillo-Maza, Victor (2014) Classic and bayesian estimation of subjective value of time. Dyna; Vol. 81, núm. 187 (2014); 158-166 DYNA; Vol. 81, núm. 187 (2014); 158-166 2346-2183 0012-7353 . |
dc.rights.spa.fl_str_mv |
Derechos reservados - Universidad Nacional de Colombia |
dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
dc.rights.license.spa.fl_str_mv |
Atribución-NoComercial 4.0 Internacional |
dc.rights.uri.spa.fl_str_mv |
http://creativecommons.org/licenses/by-nc/4.0/ |
dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Atribución-NoComercial 4.0 Internacional Derechos reservados - Universidad Nacional de Colombia http://creativecommons.org/licenses/by-nc/4.0/ http://purl.org/coar/access_right/c_abf2 |
eu_rights_str_mv |
openAccess |
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Universidad Nacional de Colombia Sede Medellín |
institution |
Universidad Nacional de Colombia |
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