no code implementations • 8 Mar 2019 • Masatoshi Uehara, Takeru Matsuda, Jae Kwang Kim
We propose estimation methods for such unnormalized models with missing data.
no code implementations • 11 Jun 2019 • Shonosuke Sugasawa, Jae Kwang Kim
Model-assisted estimation with complex survey data is an important practical problem in survey sampling.
Methodology
no code implementations • 11 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.
no code implementations • 15 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.