Which one is correct option for significant correlation meaning

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a significant correlation is one which

a) indicates a valid difference

b) is especially meaningful

c) can be generalized to the population

d) does not deviate from zero

Is it correct d) ?

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By a significant correlation we mean that the observed correlation in the sample is not due to chance, at that level of significance. The observed correlation in the sample is a representative of the correlation in the population. In other words, the correlation observed in the sample can be generalized to the population. Option (c) is correct.