Comparison of Weights in Simultaneous Probit Regressions in a Model for Labor Participation Estimation
Estimations of labor participation, based on samples of complex design, generally do not discuss the use of weights; implicitly considering that the data came from a simple random sampling. This paper studies the effects of the application of three weighing alternatives : i) not to weigh ii) to assi...
| Main Authors: | , |
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| Format: | Online |
| Language: | spa |
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Instituto de Economía y Finanzas. Facultad de Ciencias Económicas. Universidada Nacional de Córdoba.
2007
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| Online Access: | https://revistas.unc.edu.ar/index.php/REyE/article/view/3841 |
| _version_ | 1808111471161245696 |
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| author | Herrero, Verónica Bocco, Monica |
| author_facet | Herrero, Verónica Bocco, Monica |
| author_sort | Herrero, Verónica |
| collection | Portal de Revistas |
| description | Estimations of labor participation, based on samples of complex design, generally do not discuss the use of weights; implicitly considering that the data came from a simple random sampling. This paper studies the effects of the application of three weighing alternatives : i) not to weigh ii) to assign weights which are proportional to agglomerate size iii) to select a sub-sample which allow self-representation. The application is carried out for a wave of the Permanent Household Survey (Encuesta Permanente de Hogares - EPH) on a model of simultaneous probit equations. The evaluation of the estimates obtained suggests that not to weigh produces no significant biases and represents an antecedent to the empirical estimates with nonlinear models for a system of equations with limited dependent variables. |
| format | Online |
| id | oai:ojs.revistas.unc.edu.ar:article-3841 |
| institution | Universidad Nacional de Cordoba |
| language | spa |
| publishDate | 2007 |
| publisher | Instituto de Economía y Finanzas. Facultad de Ciencias Económicas. Universidada Nacional de Córdoba. |
| record_format | ojs |
| spelling | oai:ojs.revistas.unc.edu.ar:article-38412022-05-18T21:57:33Z Comparison of Weights in Simultaneous Probit Regressions in a Model for Labor Participation Estimation Comparación de Ponderaciones en Regresiones Probit Simultáneas en un Modelo para la Estimación de la Participación Laboral Herrero, Verónica Bocco, Monica regresión con muestras complejas probit simultáneos efectos de diseño participación laboral colectiva C13 C35 C52 J21 J22 regression with complex samples simultaneous probit equations design effects collective labor participation C13 C35 C52 J21 J22 Estimations of labor participation, based on samples of complex design, generally do not discuss the use of weights; implicitly considering that the data came from a simple random sampling. This paper studies the effects of the application of three weighing alternatives : i) not to weigh ii) to assign weights which are proportional to agglomerate size iii) to select a sub-sample which allow self-representation. The application is carried out for a wave of the Permanent Household Survey (Encuesta Permanente de Hogares - EPH) on a model of simultaneous probit equations. The evaluation of the estimates obtained suggests that not to weigh produces no significant biases and represents an antecedent to the empirical estimates with nonlinear models for a system of equations with limited dependent variables. En estimaciones de participación laboral, basadas en muestras de diseño complejo, generalmente no se discute el uso de ponderadores. Se considera implícitamente que los datos surgieron de un muestreo aleatorio simple. Este trabajo estudia los efectos de aplicar tres alternativas de ponderación: i) no ponderar; ii) asignar pesos proporcionales al tamaño del aglomerado; iii) seleccionar una sub-muestra que permita una auto-representación. La aplicación se realiza para una onda de la Encuesta Permanente de Hogares en un modelo de ecuaciones probit simultáneas.La evaluación de las estimaciones obtenidas permite concluir que no ponderar no produce sesgos relevantes y se constituye en un antecedente empírico para estimaciones con modelos no lineales para un sistema de ecuaciones con variables dependientes limitadas. Instituto de Economía y Finanzas. Facultad de Ciencias Económicas. Universidada Nacional de Córdoba. 2007-12-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://revistas.unc.edu.ar/index.php/REyE/article/view/3841 Revista de Economía y Estadística; Vol. 45 No. 2 (2007); 95-124 Revista de Economía y Estadística; Vol. 45 Núm. 2 (2007); 95-124 2451-7321 0034-8066 10.55444/2451.7321.2007.v45.n2 spa https://revistas.unc.edu.ar/index.php/REyE/article/view/3841/6779 Derechos de autor 2007 Verónica Herrero, Monica Bocco http://creativecommons.org/licenses/by-nc-nd/4.0 |
| spellingShingle | regresión con muestras complejas probit simultáneos efectos de diseño participación laboral colectiva C13 C35 C52 J21 J22 regression with complex samples simultaneous probit equations design effects collective labor participation C13 C35 C52 J21 J22 Herrero, Verónica Bocco, Monica Comparison of Weights in Simultaneous Probit Regressions in a Model for Labor Participation Estimation |
| title | Comparison of Weights in Simultaneous Probit Regressions in a Model for Labor Participation Estimation |
| title_alt | Comparación de Ponderaciones en Regresiones Probit Simultáneas en un Modelo para la Estimación de la Participación Laboral |
| title_full | Comparison of Weights in Simultaneous Probit Regressions in a Model for Labor Participation Estimation |
| title_fullStr | Comparison of Weights in Simultaneous Probit Regressions in a Model for Labor Participation Estimation |
| title_full_unstemmed | Comparison of Weights in Simultaneous Probit Regressions in a Model for Labor Participation Estimation |
| title_short | Comparison of Weights in Simultaneous Probit Regressions in a Model for Labor Participation Estimation |
| title_sort | comparison of weights in simultaneous probit regressions in a model for labor participation estimation |
| topic | regresión con muestras complejas probit simultáneos efectos de diseño participación laboral colectiva C13 C35 C52 J21 J22 regression with complex samples simultaneous probit equations design effects collective labor participation C13 C35 C52 J21 J22 |
| topic_facet | regresión con muestras complejas probit simultáneos efectos de diseño participación laboral colectiva C13 C35 C52 J21 J22 regression with complex samples simultaneous probit equations design effects collective labor participation C13 C35 C52 J21 J22 |
| url | https://revistas.unc.edu.ar/index.php/REyE/article/view/3841 |
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