On conditioning for model-based inference in survey sampling.
Biometrika, 75, (2), . (doi:10.1093/biomet/75.2.275).
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A ‘discontinuity’ of sampling distribution inference between a prediction problem and an estimation problem in model-based survey sampling is discussed. The problem is resolved by conditioning on an appropriate ancillary within a curved exponential family framework. The ignorability of the sampling design for inference is discussed.
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