Inference under unequal probability sampling with the Bayesian exponentially tilted empirical likelihood

Summary Fully Bayesian inference in the presence of unequal probability sampling requires stronger structural assumptions on the data-generating distribution than frequentist semiparametric methods, but offers the potential for improved small-sample inference and convenient evidence synthesis. We de...

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Veröffentlicht in:	Biometrika 2020-12, Vol.107 (4), p.857-873
Hauptverfasser:	Yiu, A, Goudie, R J B, Tom, B D M
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian analysis Estimators Parameter estimation Properties (attributes) Robustness Sampling Statistical inference Variance
Online-Zugang:	Volltext
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