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• W2103729969 abstract "If missing observations in a panel data set are not missing at random, many widely applied estimators may be inconsistent. In this paper we examine empirically several ways to reveal the nature and severity of the selectivity problem due to nonresponse, as well as a number of methods to estimate the resulting models. Using a life cycle consumption function and data from the Expenditure Index Panel from the Netherlands, we discuss simple procedures that can be used to assess whether observations are missing at random, and we consider more complicated estimation procedures that can be used to obtain consistent or efficient estimates in case of selectivity of attrition bias. Finally, some attention is paid to the differences in identification, consistency, and efficiency between inferences from a single wave of the panel, a balanced sub-panel, and an unbalanced panel." @default.
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• W2103729969 date "1992-07-01" @default.
• W2103729969 modified "2023-10-02" @default.
• W2103729969 title "Nonresponse in panel data: The impact on estimates of a life cycle consumption function" @default.
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• W2103729969 doi "https://doi.org/10.1002/jae.3950070303" @default.
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