After analyzing sales data, the analytics team finds that the older the customer, the more expensive the neckties purchased. The team felt this was a breakthrough insight but on closer analysis realized that other factors could account for this relationship. This is a clear indication that:
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- ○ Correlation between variables does not imply causation
- ○ Causation has no relationship with correlation
- ○ Correlation between variables implies causation
- ○ Causation between variables does not imply correlation