The regression analysis below characterizes the relationship

The regression analysis below characterizes the relationship between monthly ice cream consumption (in pints per household) and the independent variable \"average monthly temperature\" (in degrees Fahrenheit).

At what level of significance is the relationship between ice cream consumption and temperature statistically significant?

A) 0.05 B) 0.01 C) 0.001 D) All of the above.

Solution

The relationship is significant if

p < significance level.

As the significance of the F value (at the middle, right most) is p = 0.0000, then this p is less than all of 0.05, 0.01, or even 0.0001.

Thus, it is significant IN ALL OF THE ABOVE. [OPTION D]