Di Wu

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Correcting a well-identified bias may at least give you a tangible sense of achieving something. But the procedures that reduce noise will not. They will, statistically, prevent many errors. Yet you will never know which errors. Noise is an invisible enemy, and preventing the assault of an invisible enemy can yield only an invisible victory.
Noise: A Flaw in Human Judgment
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