Sample Selection Bias in Evaluation of Prediction Performance of Causal Models
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Causal models are notoriously difficult to validate because they make untestable assumptions regarding confounding. New scientific experiments offer the possibility of evaluating causal models using prediction performance. Prediction performance measures are t... ...
