Search Results for author: Jae Kwang Kim

Found 4 papers, 0 papers with code

Statistical inference using Regularized M-estimation in the reproducing kernel Hilbert space for handling missing data

no code implementations15 Jul 2021 Hengfang Wang, Jae Kwang Kim

A nonparametric propensity score estimator using the reproducing kernel Hilbert space is also developed by a novel application of the maximum entropy method for the density ratio function estimation.

Imputation regression

Maximum sampled conditional likelihood for informative subsampling

no code implementations11 Nov 2020 Haiying Wang, Jae Kwang Kim

Subsampling is a computationally effective approach to extract information from massive data sets when computing resources are limited.

An Approximate Bayesian Approach to Model-assisted Survey Estimation with Many Auxiliary Variables

no code implementations11 Jun 2019 Shonosuke Sugasawa, Jae Kwang Kim

Model-assisted estimation with complex survey data is an important practical problem in survey sampling.


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