Multiple choice question:

In a multiple linear regression, a coefficient turns out to be 5 with a standard error of 3. Suppose the appropriate degrees of freedom is 100.

Group of answer choices

a. The statistical significance of this coefficient cannot be determined without additional information

b. This coefficient is not statistically significant

c. This coefficient can be significant or insignificant depending on whether it is positive or negative

d. This coefficient is statistically significant