Generalised mixed models for the study of unemployment in the large urban agglomerates of Argentina.
The aim of this analysis is to identify the socio-economic and demographics risk factors that affect the employment status in the main Argentine’s urban areas by a Generalized Linear Mixed Models. In this article, we present a technique to estimate a logistic model which has the possibility of inclu...
| 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.
2011
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| Online Access: | https://revistas.unc.edu.ar/index.php/REyE/article/view/6510 |
| _version_ | 1842488314909687808 |
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| author | García, Fernando Díaz, Margarita |
| author_facet | García, Fernando Díaz, Margarita |
| author_sort | García, Fernando |
| collection | Portal de Revistas |
| description | The aim of this analysis is to identify the socio-economic and demographics risk factors that affect the employment status in the main Argentine’s urban areas by a Generalized Linear Mixed Models. In this article, we present a technique to estimate a logistic model which has the possibility of include fixed or random effects. In addition, it is possible to make the marginalization of the results in order to evaluate the marginal average evolution induced by the mixed model. The procedure is illustrated by using data from the Permanent Household Survey for the period 2004-2005. The results in this study provided similar findings to the above in a previous study in which we worked with a marginal model. |
| format | Online |
| id | oai:ojs.revistas.unc.edu.ar:article-6510 |
| institution | Universidad Nacional de Cordoba |
| language | spa |
| publishDate | 2011 |
| 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-65102022-04-06T22:39:08Z Generalised mixed models for the study of unemployment in the large urban agglomerates of Argentina. Modelos mixtos generalizados para el estudio del desempleo en los grandes aglomerados urbanos de Argentina García, Fernando Díaz, Margarita employment status generalized linear mixed models marginalized mixed models C23 C51 J64 condición de empleo modelo lineal generalizado mixto marginalización del modelo mixto C23 C51 J64 The aim of this analysis is to identify the socio-economic and demographics risk factors that affect the employment status in the main Argentine’s urban areas by a Generalized Linear Mixed Models. In this article, we present a technique to estimate a logistic model which has the possibility of include fixed or random effects. In addition, it is possible to make the marginalization of the results in order to evaluate the marginal average evolution induced by the mixed model. The procedure is illustrated by using data from the Permanent Household Survey for the period 2004-2005. The results in this study provided similar findings to the above in a previous study in which we worked with a marginal model. El objetivo de este trabajo es identificar los factores de riesgo socioeconómicos y demográfico que influyen en la condición de empleo en los principales aglomerados urbanos de Argentina mediante un Modelo Lineal Generalizado Mixto. En este artículo se aplica un modelo logístico que incorpora efectos fijos y aleatorios y se evalúa la evolución promedio marginal inducida por el modelo a través de la marginalización de sus resultados. Para la estimación se utilizaron los datos prevenientes de la Encuesta Permanente de Hogares período 2004-2005. Para el conjunto de datos analizados, la modelación realizada proporcionó similares conclusiones a las arribadas en un estudio previo en el que se trabajó con un enfoque marginal. Instituto de Economía y Finanzas. Facultad de Ciencias Económicas. Universidada Nacional de Córdoba. 2011-06-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://revistas.unc.edu.ar/index.php/REyE/article/view/6510 10.55444/2451.7321.2011.v49.n1.6510 Revista de Economía y Estadística; Vol. 49 No. 1 (2011); 79-98 Revista de Economía y Estadística; Vol. 49 Núm. 1 (2011); 79-98 2451-7321 0034-8066 10.55444/2451.7321.2011.v49.n1 spa https://revistas.unc.edu.ar/index.php/REyE/article/view/6510/7595 Derechos de autor 2011 Fernando García, Margarita Díaz http://creativecommons.org/licenses/by-nc-nd/4.0 |
| spellingShingle | employment status generalized linear mixed models marginalized mixed models C23 C51 J64 condición de empleo modelo lineal generalizado mixto marginalización del modelo mixto C23 C51 J64 García, Fernando Díaz, Margarita Generalised mixed models for the study of unemployment in the large urban agglomerates of Argentina. |
| title | Generalised mixed models for the study of unemployment in the large urban agglomerates of Argentina. |
| title_alt | Modelos mixtos generalizados para el estudio del desempleo en los grandes aglomerados urbanos de Argentina |
| title_full | Generalised mixed models for the study of unemployment in the large urban agglomerates of Argentina. |
| title_fullStr | Generalised mixed models for the study of unemployment in the large urban agglomerates of Argentina. |
| title_full_unstemmed | Generalised mixed models for the study of unemployment in the large urban agglomerates of Argentina. |
| title_short | Generalised mixed models for the study of unemployment in the large urban agglomerates of Argentina. |
| title_sort | generalised mixed models for the study of unemployment in the large urban agglomerates of argentina |
| topic | employment status generalized linear mixed models marginalized mixed models C23 C51 J64 condición de empleo modelo lineal generalizado mixto marginalización del modelo mixto C23 C51 J64 |
| topic_facet | employment status generalized linear mixed models marginalized mixed models C23 C51 J64 condición de empleo modelo lineal generalizado mixto marginalización del modelo mixto C23 C51 J64 |
| url | https://revistas.unc.edu.ar/index.php/REyE/article/view/6510 |
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