A method of weighting adjustment for survey data subject to nonignorable nonresponse

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dc.contributor.author Zhang, Li-Chun de_DE
dc.contributor.other Münnich, Ralf (Co-ordinator) de_DE
dc.date.accessioned 2002-02-11 de_DE
dc.date.accessioned 2014-03-18T10:01:35Z
dc.date.available 2002-02-11 de_DE
dc.date.available 2014-03-18T10:01:35Z
dc.date.issued 2002 de_DE
dc.identifier.other 099633914 de_DE
dc.identifier.uri http://nbn-resolving.de/urn:nbn:de:bsz:21-opus-4516 de_DE
dc.identifier.uri http://hdl.handle.net/10900/47236
dc.description.abstract Weighting adjustment is a standard quasi-randomization approach for survey data subject to nonresponse Little (1986). The existing methods are typically based on the assumption that nonresponse is independent of the survey variable conditional to the auxiliary variables used to form the adjustment cells. In this paper we consider nonignorable nonresponse which is independent of certain auxiliary information conditional to the variable of interest. We estimate the size of the sample adjustment cells using a method of moment conditional to the sample. The method relies on only the nonresponse mechanism, and is independent of the sample design. In variance estimation, we evaluate the nonresponse effect on estimation and design, analogously to the concept of design effect. By comparing the nonresponse effects under a nonignorable model against those under an ignorable one, we obtain a means of measuring the effect of nonignorability. We motivate and illustrate our approach for estimation of household composition. en
dc.language.iso en de_DE
dc.publisher Universität Tübingen de_DE
dc.rights ubt-nopod de_DE
dc.rights.uri http://tobias-lib.uni-tuebingen.de/doku/lic_ubt-nopod.php?la=de de_DE
dc.rights.uri http://tobias-lib.uni-tuebingen.de/doku/lic_ubt-nopod.php?la=en en
dc.subject.classification Stichprobe / Fehler de_DE
dc.subject.ddc 330 de_DE
dc.subject.other weighting adjustment, nonresponse effect, effect of nonignorability, stratified simple random sampling, post-stratification en
dc.title A method of weighting adjustment for survey data subject to nonignorable nonresponse en
dc.type WorkingPaper de_DE
dc.date.updated 2010-02-11 de_DE
utue.publikation.fachbereich Wirtschaftswissenschaften de_DE
utue.publikation.fakultaet 6 Wirtschafts- und Sozialwissenschaftliche Fakultät de_DE
dcterms.DCMIType Text de_DE
utue.publikation.typ workingPaper de_DE
utue.opus.id 451 de_DE
utue.opus.portal dacseis de_DE
utue.opus.portalzaehlung 0.00000 de_DE

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