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Predicting missing values: A good idea?

stat.ML · 2026-05-05 · unverdicted · novelty 4.0

Minimizing MSE for imputation reduces data variability and introduces systematic biases in downstream parameters, which adding noise proportional to the MSE can remove.

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  • Predicting missing values: A good idea? stat.ML · 2026-05-05 · unverdicted · none · ref 7

    Minimizing MSE for imputation reduces data variability and introduces systematic biases in downstream parameters, which adding noise proportional to the MSE can remove.