It is possible that 2 variables can appear to be related to each other but there is no causal relationship.

Question

Quizplus · Accepted Answer

Just because two variables may be correlated or appear to have a relationship, it does not necessarily mean that one variable causes the other. Other factors or variables may be influencing the relationship or there may be a coincidence between the two variables. Causality can only be determined through carefully designed experiments and statistical analysis.

It Is Possible That 2 Variables Can Appear to Be