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Coherent and robust Bayesian inference under informative sampling via sample-level weight models

Morikawa, Kosuke et al.
Iowa State University Digital Repository · Papers
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physical-sciences-and-mathematicsstatistical-methodologystatistics-and-probability
We develop two complementary Bayesian procedures for analytic inference under informative sampling. The first constructs a coherent likelihood by modeling the sample-level distribution of the design weight given the study variable and recovering the conditional inclusion probability through the iden
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