Showing stat.MEShow all
3 papers · 1 filter
stat.ME2023
Pseudo-clustering for combining data sets with multiple hierarchies
Seho Park, A James OMalley
Multi-level modeling is an important approach for analyzing complex survey data using multi-stage sampling. However, estimation of multi-level models can be challenging when we com…
stat.ME2023
Comparing weighting and imputation methods for enhancing statistical inference of health surveys given administrative claims data
Seho Park, Brianna L Hardy, A James OMalley
National surveys of the healthcare system in the United States were conducted to characterize the structure of healthcare system and investigate the impact of evidence-based innova…
stat.ME2018
Combining Non-probability and Probability Survey Samples Through Mass Imputation
Jae Kwang Kim, Seho Park, Yilin Chen +1
This paper presents theoretical results on combining non-probability and probability survey samples through mass imputation, an approach originally proposed by Rivers (2007) as sam…