Consistent estimation of pseudo panels in the presence of selection bias

In the presence of selection bias, traditional estimators of pseudo panel data are inconsistent. In this paper, the authors derive the conditions under which consistence is achieved in pseudo-panel estimation and propose a simple test of selection bias. Specifically, they propose a Wald test for the...

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Autores:
Mora Rodríguez, Jhon James
Muro, Juan
Tipo de recurso:
Article of investigation
Fecha de publicación:
2012
Institución:
Universidad ICESI
Repositorio:
Repositorio ICESI
Idioma:
eng
spa
OAI Identifier:
oai:repository.icesi.edu.co:10906/79034
Acceso en línea:
http://dx.doi.org/10.7910/DVN/28113
http://www.economics-ejournal.org/economics/journalarticles/2014-43
http://www.economics-ejournal.org/economics/discussionpapers/2012-26/file
http://hdl.handle.net/10906/79034
Palabra clave:
Economía
Econometría
Capital humano
Sesgo de selección
Economics
Econometrics models
Rights
openAccess
License
https://creativecommons.org/licenses/by-nc-nd/4.0/
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oai_identifier_str oai:repository.icesi.edu.co:10906/79034
network_acronym_str ICESI2
network_name_str Repositorio ICESI
repository_id_str
spelling Mora Rodríguez, Jhon JamesMuro, Juanjjmora@icesi.edu.co2016-02-29T22:28:57Z2016-02-29T22:28:57Z2012-05-24http://dx.doi.org/10.7910/DVN/281131864-6042http://www.economics-ejournal.org/economics/journalarticles/2014-43http://www.economics-ejournal.org/economics/discussionpapers/2012-26/filehttp://hdl.handle.net/10906/79034instname: Universidad Icesireponame: Biblioteca Digitalrepourl: https://repository.icesi.edu.co/In the presence of selection bias, traditional estimators of pseudo panel data are inconsistent. In this paper, the authors derive the conditions under which consistence is achieved in pseudo-panel estimation and propose a simple test of selection bias. Specifically, they propose a Wald test for the null hypothesis that there is no selection bias. Under rejection of the null hy pothesis, the authors can consistently estimate pseudo-panel parameters. They use cross sections and pseudo-panel regressions to test for selection bias and estimate the returns to education in Colombia. The authors corroborate the existence of selection bias and find that returns to education are around twenty percent.11 páginasDigitalengspaZBW - Leibniz Information Centre for EconomicsFacultad de Ciencias Administrativas y EconómicasEconomía y Negocios InternacionalesDepartamento de EconomíaEconomics, Vol. 8 -2012EL AUTOR, expresa que la obra objeto de la presente autorización es original y la elaboró sin quebrantar ni suplantar los derechos de autor de terceros, y de tal forma, la obra es de su exclusiva autoría y tiene la titularidad sobre éste. PARÁGRAFO: en caso de queja o acción por parte de un tercero referente a los derechos de autor sobre el artículo, folleto o libro en cuestión, EL AUTOR, asumirá la responsabilidad total, y saldrá en defensa de los derechos aquí autorizados; para todos los efectos, la Universidad Icesi actúa como un tercero de buena fe. Esta autorización, permite a la Universidad Icesi, de forma indefinida, para que en los términos establecidos en la Ley 23 de 1982, la Ley 44 de 1993, leyes y jurisprudencia vigente al respecto, haga publicación de este con fines educativos. Toda persona que consulte ya sea la biblioteca o en medio electrónico podrá copiar apartes del texto citando siempre la fuentes, es decir el título del trabajo y el autor.https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAtribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)http://purl.org/coar/access_right/c_abf2EconomíaEconometríaCapital humanoSesgo de selecciónEconomicsEconometrics modelsConsistent estimation of pseudo panels in the presence of selection biasinfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_2df8fbb1Artículoinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85Comunidad Universidad Icesi – Investigadores8111TEXTmora_consistent_estimation_2012.pdf.txtmora_consistent_estimation_2012.pdf.txttext/plain30907http://repository.icesi.edu.co/biblioteca_digital/bitstream/10906/79034/2/mora_consistent_estimation_2012.pdf.txt70103f7439e61bd8dd3a20123c8dbfbfMD52ORIGINALmora_consistent_estimation_2012.pdfmora_consistent_estimation_2012.pdfapplication/pdf493484http://repository.icesi.edu.co/biblioteca_digital/bitstream/10906/79034/1/mora_consistent_estimation_2012.pdf48c743066bd60d726a08d9b51c623b68MD5110906/79034oai:repository.icesi.edu.co:10906/790342017-11-30 11:40:04.368Biblioteca Digital - Universidad icesicdcriollo@icesi.edu.co
dc.title.spa.fl_str_mv Consistent estimation of pseudo panels in the presence of selection bias
title Consistent estimation of pseudo panels in the presence of selection bias
spellingShingle Consistent estimation of pseudo panels in the presence of selection bias
Economía
Econometría
Capital humano
Sesgo de selección
Economics
Econometrics models
title_short Consistent estimation of pseudo panels in the presence of selection bias
title_full Consistent estimation of pseudo panels in the presence of selection bias
title_fullStr Consistent estimation of pseudo panels in the presence of selection bias
title_full_unstemmed Consistent estimation of pseudo panels in the presence of selection bias
title_sort Consistent estimation of pseudo panels in the presence of selection bias
dc.creator.fl_str_mv Mora Rodríguez, Jhon James
Muro, Juan
dc.contributor.author.spa.fl_str_mv Mora Rodríguez, Jhon James
Muro, Juan
dc.subject.spa.fl_str_mv Economía
Econometría
Capital humano
Sesgo de selección
topic Economía
Econometría
Capital humano
Sesgo de selección
Economics
Econometrics models
dc.subject.eng.fl_str_mv Economics
Econometrics models
description In the presence of selection bias, traditional estimators of pseudo panel data are inconsistent. In this paper, the authors derive the conditions under which consistence is achieved in pseudo-panel estimation and propose a simple test of selection bias. Specifically, they propose a Wald test for the null hypothesis that there is no selection bias. Under rejection of the null hy pothesis, the authors can consistently estimate pseudo-panel parameters. They use cross sections and pseudo-panel regressions to test for selection bias and estimate the returns to education in Colombia. The authors corroborate the existence of selection bias and find that returns to education are around twenty percent.
publishDate 2012
dc.date.issued.none.fl_str_mv 2012-05-24
dc.date.accessioned.none.fl_str_mv 2016-02-29T22:28:57Z
dc.date.available.none.fl_str_mv 2016-02-29T22:28:57Z
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.local.none.fl_str_mv Artículo
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.issn.none.fl_str_mv 1864-6042
dc.identifier.other.spa.fl_str_mv http://www.economics-ejournal.org/economics/journalarticles/2014-43
dc.identifier.other.none.fl_str_mv http://www.economics-ejournal.org/economics/discussionpapers/2012-26/file
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10906/79034
dc.identifier.instname.none.fl_str_mv instname: Universidad Icesi
dc.identifier.reponame.none.fl_str_mv reponame: Biblioteca Digital
dc.identifier.repourl.none.fl_str_mv repourl: https://repository.icesi.edu.co/
url http://dx.doi.org/10.7910/DVN/28113
http://www.economics-ejournal.org/economics/journalarticles/2014-43
http://www.economics-ejournal.org/economics/discussionpapers/2012-26/file
http://hdl.handle.net/10906/79034
identifier_str_mv 1864-6042
instname: Universidad Icesi
reponame: Biblioteca Digital
repourl: https://repository.icesi.edu.co/
dc.language.iso.none.fl_str_mv eng
spa
language eng
spa
dc.relation.ispartof.none.fl_str_mv Economics, Vol. 8 -2012
dc.rights.uri.none.fl_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.accessrights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.license.none.fl_str_mv Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
dc.rights.coar.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.extent.none.fl_str_mv 11 páginas
dc.format.medium.none.fl_str_mv Digital
dc.publisher.spa.fl_str_mv ZBW - Leibniz Information Centre for Economics
dc.publisher.faculty.none.fl_str_mv Facultad de Ciencias Administrativas y Económicas
dc.publisher.program.spa.fl_str_mv Economía y Negocios Internacionales
dc.publisher.department.spa.fl_str_mv Departamento de Economía
institution Universidad ICESI
bitstream.url.fl_str_mv http://repository.icesi.edu.co/biblioteca_digital/bitstream/10906/79034/2/mora_consistent_estimation_2012.pdf.txt
http://repository.icesi.edu.co/biblioteca_digital/bitstream/10906/79034/1/mora_consistent_estimation_2012.pdf
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repository.name.fl_str_mv Biblioteca Digital - Universidad icesi
repository.mail.fl_str_mv cdcriollo@icesi.edu.co
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