6 citations · 7 across the 2 of their papers we have counts for
2 papers
stat.AP2024★ 6 cited
Evaluating tree-based imputation methods as an alternative to MICE PMM for drawing inference in empirical studies
Jakob Schwerter, Ketevan Gurtskaia, Andrés Romero +2
Dealing with missing data is an important problem in statistical analysis that is often addressed with imputation procedures. The performance and validity of such methods are of gr…
stat.AP2024★ 1 cited
Adapting tree-based multiple imputation methods for multi-level data? A simulation study
Nico Föge, Jakob Schwerter, Ketevan Gurtskaia +2
When data have a hierarchical structure, such as students nested within classrooms, ignoring dependencies between observations can compromise the validity of imputation procedures.…