works on
data integration 1mass imputation 1non-probability samples 1predictive mean matching 1survey sampling 1

From the 1 of 1 linked paper with an AI index.

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1 paper

stat.ME2026

Data integration of non-probability and probability samples with deterministic predictive mean matching

Aniela Czerniawska, Piotr Chlebicki, Łukasz Chrostowski +1

The paper develops deterministic predictive mean matching methods to combine probability and non‑probability samples, proving consistency, deriving variance formulas, and evaluatin…