In this paper, we compare the power of AIC, SICc, and Cp to find the true regression model when the independent variables are non-orthogonal. we find the powers and p-values when the sample size is 10 and 25. Also, we simulate the efficiency of each candidate model. We decide the correlation are 0.4 and 0.9.