Table 1.
χ = 1 | |||||||
---|---|---|---|---|---|---|---|
ε = 50 | ε = 75 | ε = 100 | |||||
NIE | s.d. | NIE | s.d. | NIE | s.d. | ||
β2 = 0 | Our Approach | 0.024 | (0.058) | 0.030 | (0.054) | 0.029 | (0.058) |
Truth | 0.024 | (0.058) | 0.030 | (0.054) | 0.029 | (0.058) | |
β2 = 1.28 | Our Approach | 0.0051 | (0.058) | 0.0065 | (0.055) | 0.0079 | (0.060) |
Truth | 0.0021 | (0.058) | 0.0036 | (0.055) | 0.0040 | (0.058) | |
β2 = 2.56 | Our Approach | −0.025 | (0.051) | −0.017 | (0.055) | −0.016 | (0.047) |
Truth | −0.0034 | (0.048) | 0.0073 | (0.051) | 0.0067 | (0.045) | |
β2 = 5.12 | Our Approach | −0.058 | (0.044) | −0.072 | (0.048) | −0.062 | (0.049) |
Truth | 0.0045 | (0.037) | 0.0012 | (0.038) | 0.00075 | (0.038) | |
χ = 1.15 | |||||||
ε = 50 | ε = 75 | ε = 100 | |||||
NIE | s.d. | NIE | s.d. | NIE | s.d. | ||
β2 = 0 | Our Approach | 0.021 | (0.053) | 0.029 | (0.052) | 0.028 | (0.061) |
Truth | 0.021 | (0.053) | 0.029 | (0.052) | 0.028 | (0.061) | |
β2 = 1.28 | Our Approach | −0.0046 | (0.056) | 0.0026 | (0.058) | 0.0057 | (0.049) |
Truth | −0.0075 | (0.056) | 0.00001 | (0.056) | 0.0032 | (0.047) | |
β2 = 2.56 | Our Approach | −0.015 | (0.062) | −0.015 | (0.055) | −0.016 | (0.053) |
Truth | 0.0042 | (0.057) | 0.0038 | (0.055) | 0.0033 | (0.050) | |
β2 = 5.12 | Our Approach | −0.060 | (0.047) | −0.048 | (0.051) | −0.075 | (0.060) |
Truth | −0.0007 | (0.031) | 0.0072 | (0.039) | −0.010 | (0.044) | |
χ = 1.3 | |||||||
ε = 50 | ε = 75 | ε = 100 | |||||
NIE | s.d. | NIE | s.d. | NIE | s.d. | ||
β2 = 0 | Our Approach | 0.020 | (0.055) | 0.030 | (0.060) | 0.017 | (0.054) |
Truth | 0.020 | (0.055) | 0.030 | (0.060) | 0.017 | (0.054) | |
β2 = 1.28 | Our Approach | 0.00052 | (0.055) | −0.0015 | (0.053) | −0.0055 | (0.058) |
Truth | −0.0014 | (0.056) | −0.0049 | (0.053) | −0.0076 | (0.058) | |
β2 = 2.56 | Our Approach | −0.012 | (0.053) | −0.011 | (0.054) | −0.015 | (0.062) |
Truth | 0.0044 | (0.052) | 0.0056 | (0.051) | 0.0022 | (0.058) | |
β2 = 5.12 | Our Approach | −0.040 | (0.052) | −0.054 | (0.051) | −0.051 | (0.052) |
Truth | 0.014 | (0.037) | 0.0021 | (0.040) | 0.0066 | (0.042) | |
χ = 2 | |||||||
ε = 50 | ε = 75 | ε = 100 | |||||
NIE | s.d. | NIE | s.d. | NIE | s.d. | ||
β2 = 0 | Our Approach | 0.015 | (0.052) | 0.010 | (0.062) | 0.021 | (0.055) |
Truth | 0.015 | (0.052) | 0.010 | (0.062) | 0.021 | (0.055) | |
β2 = 1.28 | Our Approach | −0.0053 | (0.052) | 0.010 | (0.054) | 0.012 | (0.059) |
Truth | −0.0068 | (0.053) | 0.010 | (0.052) | 0.010 | (0.057) | |
β2 = 2.56 | Our Approach | 0.016 | (0.057) | 0.00037 | (0.058) | 0.00064 | (0.061) |
Truth | 0.023 | (0.052) | 0.0098 | (0.053) | 0.012 | (0.057) | |
β2 = 5.12 | Our Approach | −0.0049 | (0.064) | −0.018 | (0.055) | −0.020 | (0.055) |
Truth | 0.030 | (0.048) | 0.022 | (0.040) | 0.020 | (0.043) |