Describe the error in the conclusion

Describe the error in the conclusion. Given: There is a linear correlation between the number of cigarettes smoked and the pulse rate. As the number of cigarettes increases the pulse rate increases. Conclusion:
Cigarettes cause the pulse rate to increase.
in-text citation and references must be in APA format.