2 citations · 3 across the 4 of their papers we have counts for
4 papers
Design-based individual prediction
Li-Chun Zhang, Danhyang Lee
A design-based individual prediction approach is developed based on the expected cross-validation results, given the sampling design and the sample-splitting design for cross-valid…
Maximum Entropy classification for record linkage
Danhyang Lee, Li-Chun Zhang, Jae-Kwang Kim
By record linkage one joins records residing in separate files which are believed to be related to the same entity. In this paper we approach record linkage as a classification pro…
Semiparametric Imputation Using Conditional Gaussian Mixture Models under Item Nonresponse
Danhyang Lee, Jae Kwang Kim
Imputation is a popular technique for handling item nonresponse in survey sampling. Parametric imputation is based on a parametric model for imputation and is less robust against t…
Semiparametric fractional imputation using Gaussian mixture models for handling multivariate missing data
Hejian Sang, Jae Kwang Kim
Item nonresponse is frequently encountered in practice. Ignoring missing data can lose efficiency and lead to misleading inference. Fractional imputation is a frequentist approach…