2 papers
stat.ME2025
Variational Bayesian Multiple Imputation in High-Dimensional Regression Models With Missing Responses
Qiushuang Li, Recai Yucel
Multiple imputation has become one of the standard methods in drawing inferences in many incomplete data applications. Applications of multiple imputation in relatively more comple…
stat.ME2025
Sequential Hierarchical Regression Imputation with Variable Selection Routines
Qiushuang Li, Recai Yucel
We aim to incorporate variable selection routines into variable-by-variable (or sequential) imputation in clustered data to achieve computational improvement in applications with l…