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...
- 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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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 |
dc.type.coarversion.none.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
format |
http://purl.org/coar/resource_type/c_2df8fbb1 |
status_str |
publishedVersion |
dc.identifier.spa.fl_str_mv |
http://dx.doi.org/10.7910/DVN/28113 |
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 |
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Biblioteca Digital - Universidad icesi |
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