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stat.ME2026
Nonprobability Samples for Small Area Estimation: A Review and Comparative Simulation Study
Sho Kawano, Daniel Vedensky, Qianyu Dong +5
Nonprobability samples (NPS) are attractive because they are less costly to collect, can provide substantially larger sample sizes, and may reach populations that traditional proba…
stat.ME2024
Spatially Selected and Dependent Random Effects for Small Area Estimation with Application to Rent Burden
Sho Kawano, Paul A. Parker, Zehang Richard Li
Area-level models for small area estimation typically rely on areal random effects to shrink design-based direct estimates towards a model-based predictor. Incorporating the spatia…