Determining if the Correlation is Significant

Establishing the significance of a correlation requires conducting statistical tests to discern whether the relationship between variables is coincidental or statistically substantial. This process normally involves computing a correlation coefficient coupled with a p-value. The presence of a low p-value usually signifies compelling evidence of the significance of the correlation.