Table 1. Optimal points: In-Sample1 In-Sample2 In-Sample3 In-Sample4 f1 0.279832 0.257451 0.273429 0.245102 f2 -0.284752 -0.290403 -0.285663 -0.297562 f3 0.476677 0.471814 0.436806 0.474097 f4 0.241573 0.2205 0.240865 0.244062 f5 -0.169033 -0.128868 -0.151048 -0.151107 f6 0.0781136 0.0790055 0.0834025 0.0838154 alpha -1.35121 -1.36419 -1.35587 -1.3695 Table 2. Value of log-likelihood function for logistic regression: In-Sample1 -0.495992 In-Sample2 -0.49467 In-Sample3 -0.497731 In-Sample4 -0.49449 Out-of-Sample1 -0.495533 Out-of-Sample2 -0.499427 Out-of-Sample3 -0.490332 Out-of-Sample4 -0.499901