What Does It Mean That the Relationship Between a Predictor

Multiple Choice

What does it mean that the relationship between a predictor and a criterion is significant at the .05 level?

A) If we conducted our study in the same manner 100 times, in 95 of these we would find a similar relation between our predictor and criterion.
B) If we conducted our study in the same manner 100 times, in 5 of these we would find a similar relation between our predictor and criterion.
C) If we conducted our study in the same manner 100 times, in 100 of these we would find a similar relation between our predictor and criterion.
D) There is an inverse relationship between the predictor and criterion and that relationship is very strong.