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stat.ME2017★ 1 cited
Nearest neighbor imputation for general parameter estimation in survey sampling
Shu Yang, Jae Kwang Kim
Nearest neighbor imputation is popular for handling item nonresponse in survey sampling. In this article, we study the asymptotic properties of the nearest neighbor imputation esti…
stat.ME2017
Propensity score weighting for causal inference with clustered data
Shu Yang
Propensity score weighting is a tool for causal inference to adjust for measured confounders in observational studies. In practice, data often present complex structures, such as c…