Tests of significance help reduce the likelihood that the correlations are merely a random error.

Question

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Tests of significance are statistical tools used to determine if the observed correlations or differences in data are likely to be genuine or if they could have occurred by chance. They help in assessing the probability that the observed results are due to random error, thereby reducing the likelihood of making incorrect inferences from random patterns.

Tests of Significance Help Reduce the Likelihood That the Correlations