When Pattern-by-Pattern Works: Theoretical and Empirical Insights for Logistic Models with Missing Values

Christophe Muller, Erwan Scornet, Julie Josse

Predicting with missing inputs challenges even parametric models, as parameter estimation alone is insufficient for prediction on incomplete data. While several works study predict…