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correlation implies the cause and effect relationship,, but casuality doesn't imply correlation.
As grade point average increases, the number of scholarship offers increases (apex)
Correlation alone cannot be able to complicate causation.
It is saying that two occurrences happening in sequence does not have to mean that the first event was the cause of the second event.
No! Correlation by itself is not sufficient to infer or prove causation.