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| Formato: | Artículo Open Access |
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Wiley
2024
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| Acceso en línea: | https://onlinelibrary.wiley.com/doi/10.1111/roiw.12708 |
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| _version_ | 1867016987531542528 |
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| author | Paul Makdissi Walid Marrouch Myra Yazbeck |
| author_facet | Paul Makdissi Walid Marrouch Myra Yazbeck Paul Makdissi Walid Marrouch Myra Yazbeck |
| collection | Wiley Open Access |
| contents | Monitoring Poverty in a Data‐Deprived Environment: The Case of Lebanon Paul Makdissi Walid Marrouch Myra Yazbeck Review of Income and Wealth AbstractThis paper addresses the lack of data and limited statistical capacity in the Middle East and North Africa, particularly amid Lebanon's economic collapse. We apply a novel data augmentation technique to analyze poverty when traditional income data are limited or unavailable. By adapting existing methods, we recover continuous income distributions from interval data and derive dominance conditions for such data, accounting for non‐response. The proposed approach enables robustness checks by estimating the bounds of admissible cumulative distribution functions. Our empirical analysis uses Lebanese data to perform first‐order dominance tests on these bounds, highlighting the importance of the approach. We demonstrate how alternative data sources can be leveraged for essential poverty analysis. 10.1111/roiw.12708 http://creativecommons.org/licenses/by-nc-nd/4.0/ |
| doi_str_mv | 10.1111/roiw.12708 |
| format | Artículo Open Access |
| id | wiley_oa_10_1111_roiw_12708 |
| institution | Wiley Open Access |
| license_str_mv | http://creativecommons.org/licenses/by-nc-nd/4.0/ |
| publishDate | 2024 |
| publisher | Wiley |
| record_format | wiley_oa |
| spellingShingle | Monitoring Poverty in a Data‐Deprived Environment: The Case of Lebanon Paul Makdissi Walid Marrouch Myra Yazbeck Review of Income and Wealth Monitoring Poverty in a Data‐Deprived Environment: The Case of Lebanon Paul Makdissi Walid Marrouch Myra Yazbeck Review of Income and Wealth AbstractThis paper addresses the lack of data and limited statistical capacity in the Middle East and North Africa, particularly amid Lebanon's economic collapse. We apply a novel data augmentation technique to analyze poverty when traditional income data are limited or unavailable. By adapting existing methods, we recover continuous income distributions from interval data and derive dominance conditions for such data, accounting for non‐response. The proposed approach enables robustness checks by estimating the bounds of admissible cumulative distribution functions. Our empirical analysis uses Lebanese data to perform first‐order dominance tests on these bounds, highlighting the importance of the approach. We demonstrate how alternative data sources can be leveraged for essential poverty analysis. 10.1111/roiw.12708 http://creativecommons.org/licenses/by-nc-nd/4.0/ |
| title | Monitoring Poverty in a Data‐Deprived Environment: The Case of Lebanon |
| topic | Review of Income and Wealth |
| url | https://onlinelibrary.wiley.com/doi/10.1111/roiw.12708 |