5 citations · 5 across the 2 of their papers we have counts for
2 papers
stat.ME2022★ 5 cited
High-dimensional Imputation for the Social Sciences: a Comparison of State-of-the-art Methods
Edoardo Costantini, Kyle M. Lang, Tim Reeskens +1
Including a large number of predictors in the imputation model underlying a multiple imputation (MI) procedure is one of the most challenging tasks imputers face. A variety of high…
stat.ME2022
Solving the "many variables" problem in MICE with principal component regression
Edoardo Costantini, Kyle M. Lang, Klaas Sijtsma +1
Multiple Imputation (MI) is one of the most popular approaches to addressing missing values in questionnaires and surveys. MI with multivariate imputation by chained equations (MIC…