Professor Hogshead Found a Statistically Significant Relationship Between Variable X

Multiple Choice

Professor Hogshead found a statistically significant relationship between variable X and variable Y. It is statistically significant at the .05 level. What does this mean?

A) There are 95 chances in 100 that the results are true.
B) There is a 5% chance that the results are true.
C) If 100 samples were drawn, results like these could be obtained by pure random chance 10% of the time.
D) A person could be 95% sure that the results of the study were a reflection of the population if random sampling was used.
E) A and D.