A Simple Regression Analysis Linking Dependent Variable Y to Independent $\beta$

Multiple Choice

A simple regression analysis linking dependent variable y to independent variable x is conducted with 25 observations.The value of F_stat used to test the $\beta$ = 0 null hypothesis turns out to be 12.7.The value of t_stat for the x coefficient is

A) 15
B) 3.56
C) 12.7
D) 161.29
E) cannot be determined from the information given