6 citations · 6 across the 3 of their papers we have counts for
3 papers
Which Imputation Fits Which Feature Selection Method? A Survey-Based Simulation Study
Jakob Schwerter, Andrés Romero, Florian Dumpert +1
Tree-based learning methods such as Random Forest and XGBoost are still the gold-standard prediction methods for tabular data. Feature importance measures are usually considered fo…
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…
Do school reforms shape study behavior at university? Evidence from an instructional time reform
Jakob Schwerter, Nicolai Netz, Nicolas Hübner
Early-life environments can have long-lasting developmental effects. Interestingly, research on how school reforms affect later-life study behavior has hardly adopted this perspect…