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mathematically show Why significance levels like 1% can be preferred to 5%

mathematically show Why significance levels like 1% can be preferred to 5%

Math   Statistics-And-Probability   
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Note-if there is any understanding problem regarding this please feel free to ask via comment box..thank you

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