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Bonferroni correction
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Adjust your confidence level to account for multiple
testing:
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1 test: p=0.05 is significant
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2 tests: p=0.025 is significant
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N tests: p=0.05/N is significant
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Probability of a type I error maintained at 5%
BUT
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The probability of type II error increases!