Scandinavian Working Papers in Economics

Discussion Papers,
Statistics Norway, Research Department

No 297: Modeling Binary Panel Data with Nonresponse

Jan F. Bjørnstad and Dag Einar Sommervoll ()
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Dag Einar Sommervoll: Statistics Norway

Abstract: 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.

Keywords: Nonignorable nonresponse; logistic modeling; imputation; election survey; consumer expenditure survey

JEL-codes: C42; C13 April 2001

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