46 citations · 123 across the 16 of their papers we have counts for
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stat.ME2017★ 27 cited
Bayesian Inference under Cluster Sampling with Probability Proportional to Size
Susanna Makela, Yajuan Si, Andrew Gelman
Cluster sampling is common in survey practice, and the corresponding inference has been predominantly design-based. We develop a Bayesian framework for cluster sampling and account…
stat.ME2017★ 28 cited
Bayesian hierarchical weighting adjustment and survey inference
Yajuan Si, Rob Trangucci, Jonah Sol Gabry +1
We combine Bayesian prediction and weighted inference as a unified approach to survey inference. The general principles of Bayesian analysis imply that models for survey outcomes s…