Demystifying the Bias from Selective Inference: a Revisit to Dawid's Treatment Selection Problem
classification
🧮 math.ST
stat.TH
keywords
biasselectiondawidinferenceproblemselectivetreatmentadvantages
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We extend the heuristic discussion in Senn (2008) on the bias from selective inference for the treatment selection problem (Dawid 1994), by deriving the closed-form expression for the selection bias. We illustrate the advantages of our theoretical results through numerical and simulated examples.
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