Which of the following statements is TRUE?
A) Causality normally implies correlation
B) Correlation normally implies causality
C) There is never a relationship between causality and correlation
D) Correlation only occurs when there is causality

Question

Quizplus · Accepted Answer

Causality often leads to correlation because when one variable causes a change in another, this relationship can manifest as a statistical correlation. However, correlation does not necessarily imply causality, as two variables can be correlated due to coincidence, third factors, or other reasons not involving a direct causal relationship.

Which of the Following Statements Is TRUE