An econometric method of correcting for unit nonresponse bias in surveys:
"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...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
[Washington, D.C]
World Bank
2005
|
| Schriftenreihe: | Policy research working paper
3711 |
| Schlagworte: | |
| Online-Zugang: | URL des Erstveröffentlichers |
| Zusammenfassung: | "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 |
| Beschreibung: | 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 |
| Beschreibung: | 1 Online-Ressource (39 Seiten) |
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| 245 | 1 | 0 | |a An econometric method of correcting for unit nonresponse bias in surveys |c Anton Korinek, Johan A. Mistiaen, Martin Ravallion |
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| 520 | 1 | |a "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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| physical | 1 Online-Ressource (39 Seiten) |
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| publishDate | 2005 |
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| publisher | World Bank |
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| series2 | Policy research working paper |
| spellingShingle | Korinek, Anton An econometric method of correcting for unit nonresponse bias in surveys Ökonometrisches Modell |
| title | An econometric method of correcting for unit nonresponse bias in surveys |
| title_auth | An econometric method of correcting for unit nonresponse bias in surveys |
| title_exact_search | An econometric method of correcting for unit nonresponse bias in surveys |
| title_full | An econometric method of correcting for unit nonresponse bias in surveys Anton Korinek, Johan A. Mistiaen, Martin Ravallion |
| title_fullStr | An econometric method of correcting for unit nonresponse bias in surveys Anton Korinek, Johan A. Mistiaen, Martin Ravallion |
| title_full_unstemmed | An econometric method of correcting for unit nonresponse bias in surveys Anton Korinek, Johan A. Mistiaen, Martin Ravallion |
| title_short | An econometric method of correcting for unit nonresponse bias in surveys |
| title_sort | an econometric method of correcting for unit nonresponse bias in surveys |
| topic | Ökonometrisches Modell |
| topic_facet | Ökonometrisches Modell USA |
| url | http://elibrary.worldbank.org/content/workingpaper/10.1596/1813-9450-3711 |
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