Discussion Papers no. 297
Modeling binary panel data with nonresponse
This paper studies modeling of nonignorable nonresponse in panel surveys. A class of sequential conditional logistic models for nonresponse is considered. Model-based maximum likelihood estimation and imputation are used for estimating population proportions. Various models are evaluated, and comparisons are made with traditional methods of weighting and direct data imputation. Two cases are considered, (i) the population rate of participation in the 1989 Norwegian Storting election and (ii) estimation of car ownership in Norway in 1989 and 1990.
Om publikasjonen
- Tittel
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Modeling binary panel data with nonresponse
- Ansvarlige
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Jan F. Bjørnstad, Dag Einar Sommervoll
- Serie og -nummer
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Discussion Papers no. 297
- Utgiver
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Statistics Norway, Research Department
- Emne
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Discussion Papers
- Antall sider
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30
- Målform
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Engelsk
- Om Discussion Papers
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Discussion papers comprise research papers intended for international journals and books. A preprint of a Discussion Paper may be longer and more elaborate than a standard journal article as it may include intermediate calculations, background material etc.
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