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How to find the strength of a P-value against a null hypothesis?

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P > 0.10   ---------------   Weak or None

0.05 < P <= 0.10 ---------------  Moderate

0.01 < P <= 0.05 ----------------  Strong

P <= 0.01 ---------------------- Very Strong

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