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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?

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?

A. Correlation coefficient
B. Scientific intuition
C. Statistical analysis
D. None of these