In the material provided, what do high F scores indicate?

In the material provided, what do high F scores indicate?

• A. A strong, positive relationships
• B. No relationship
• C. A negative relationship
• D. A small effect size

Answer: (A)

High F scores indicate that the variance explained by the model is large relative to the unexplained variance, meaning the predictors have a meaningful, statistically significant effect on the outcome. In practical terms, this is interpreted as a strong relationship between the variables. The direction of that relationship (positive or negative) comes from the sign of the coefficients, not the F value itself. So a high F score is best understood as evidence of a strong association, aligning with the idea of a strong, positive relationship described in the material.

High F scores indicate that the variance explained by the model is large relative to the unexplained variance, meaning the predictors have a meaningful, statistically significant effect on the outcome. In practical terms, this is interpreted as a strong relationship between the variables. The direction of that relationship (positive or negative) comes from the sign of the coefficients, not the F value itself. So a high F score is best understood as evidence of a strong association, aligning with the idea of a strong, positive relationship described in the material.