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The multiple –comparisons mess crops up when a researcher interrogates a large set of possible patterns. Take for example an arbitrary trial in which vitamins are handed to some primary schoolchildren and placebos are given to others. Do the vitamins work? That is all contingent on what we intend by “work“. The researchers take into account the children’s height, weight, preponderance of tooth caries, classroom conduct and test marks. Then …

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