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stat.ME2025
Pseudo Empirical Likelihood Inference for Non-Probability Survey Samples
Yilin Chen, Pengfei Li, J. N. K. Rao +1
In this paper, the authors first provide an overview of two major developments on complex survey data analysis: the empirical likelihood methods and statistical inference with non-…
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…
stat.ME2018
Doubly Robust Inference with Non-probability Survey Samples
Yilin Chen, Pengfei Li, Changbao Wu
We establish a general framework for statistical inferences with non-probability survey samples when relevant auxiliary information is available from a probability survey sample. W…