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...

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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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spelling 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://bdigital.unal.edu.co/44483/
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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
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dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
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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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dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia Sede Medellín
institution Universidad Nacional de Colombia
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