Survey sampling: A necessary journey in the prediction world

Jan F. Bjørnstad ()
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Jan F. Bjørnstad: Statistics Norway, https://www.ssb.no/en/forskning/ansatte

Discussion Papers from Statistics Norway, Research Department

Abstract: The design-approach is evaluated, using a likelihood approach to survey sampling. It is argued that a model-based approach is unavoidable from a scientific point of view. Estimating population quantities can then be regarded as a prediction problem. Predictive likelihood methods are considered in various cases, and evaluated by properties of related confidence intervals and asymptotic consistency.

Keywords: likelihood; predictive likelihood; asymptotic consistency. (search for similar items in EconPapers)
JEL-codes: C10 (search for similar items in EconPapers)
Date: 2010-02
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