An econometric method of correcting for unit nonresponse bias in surveys / Anton Korinek, Johan A. Mistiaen, Martin Ravallion
"Past approaches to correcting for unit nonresponse in sample surveys by re-weighting the data assume that the problem is ignorable within arbitrary subgroups of the population. Theory and evidence suggest that this assumption is unlikely to hold, and that household characteristics such as inco...
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| Main Authors: | Korinek, Anton |
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| Corporate Authors: | World Bank |
| Outros Autores: | Mistiaen, Johan A. |
| Formato: | Online-Resource |
| Idioma: | English |
| Publicado em: | [Washington, D.C] : World Bank, 2005 |
| Colecção: | Policy research working paper
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| Assuntos: | |
| Acesso em linha: | URL des Erstveröffentlichers |
| Resumo: | "Past approaches to correcting for unit nonresponse in sample surveys by re-weighting the data assume that the problem is ignorable within arbitrary subgroups of the population. Theory and evidence suggest that this assumption is unlikely to hold, and that household characteristics such as income systematically affect survey compliance. The authors show that this leaves a bias in the re-weighted data and they propose a method of correcting for this bias. The geographic structure of nonresponse rates allows them to identify a micro compliance function, which they then use to re-weight the unit-record data. An example is given for the U.S. Current Population Surveys, 1998-2004. The authors find, and correct for, a strong household income effect on response probabilities. "--World Bank web site |
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| Descrição do item: | Includes bibliographical references. - Title from PDF file as viewed on 9/7/2005 Erscheinungsjahr in Vorlageform:[2005] Weitere Ausgabe: Korinek, Anton: An econometric method of correcting for unit nonresponse bias in surveys |
| Descrição Física: | 1 Online-Ressource (39 Seiten) |
