a brief explanation of when an observed correlation might re

a brief explanation of when an observed correlation might represent a true relationship between variables and why. Be specific and provide examples.

Solution

In some cases, an observed correlation might represent a true relationship between variables.

For example, number of hours spent studying and exam scores. Generally, you may observe that those who study for longer hours will get a higher score in the exam.

You can also observe this in College GPAs and starting salaries. Usually, those with higher GPAs will have higher starting salary, and that\'s probably because they \"can demand\" their price, and maybe, they are also in demand.