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RMSEs for the true functionals h(Y*) (left) and the true regression coefficients β* (right) for n = 100 (top) and n = 500 (bottom) across 100 simulated datasets. Non-overlapping notches indicate significant differences between medians. The parametrized actions with out-of-sample selection are most accurate for prediction and estimation.
