What procedure is used by experimenters to determine whether a difference between conditions of an experiment is large enough for us to have confidence in its validity?

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What procedure is used by experimenters to determine whether a difference between conditions of an experiment is large enough for us to have confidence in its validity?

Scientific intuition

None of these

Correlation coefficient

Statistical analysis