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Statistical Significance and Random Chance

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Which statement best describes the role of statistical significance in distinguishing between patterns that arise from random chance and those that are non-random?

A

Statistical significance indicates that an observed pattern is unlikely to occur by chance alone, suggesting a non-random relationship.

B

Statistical significance confirms that a pattern is entirely random and has no underlying cause.

C

Statistical significance proves that a pattern is caused by a specific factor, eliminating randomness.

D

Statistical significance is unrelated to determining whether patterns are random or non-random.

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