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20242026
most citedEvaluating tree-based imputation methods as an alternative to MICE PMM for drawing inference in empirical studies

6 citations · 6 across the 5 of their papers we have counts for

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stat.ME2025

Confidence Intervals for Random Forest Permutation Importance with Missing Data

Nico Föge, Markus Pauly

Random Forests are renowned for their predictive accuracy, but valid inference, particularly about permutation-based feature importances, remains challenging. Existing methods, suc…