Table 4.
Method | Approach |
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Bias | Variance | MSE | Bias | Variance | MSE | Bias | Variance | MSE | Mean | |||
Euclidean | Logistic | −0.0148 | 0.0082 | 0.0085 | −0.0398 | 0.0070 | 0.0086 | 0.0138 | 0.0070 | 0.0072 | 1.9654 | |
−0.0083 | 0.0054 | 0.0055 | −0.0239 | 0.0048 | 0.0054 | 0.0049 | 0.0050 | 0.0050 | 1.9788 | |||
−0.0031 | 0.0035 | 0.0035 | −0.0173 | 0.0027 | 0.0030 | 0.0055 | 0.0032 | 0.0033 | 1.9912 | |||
−0.0029 | 0.0021 | 0.0021 | −0.0077 | 0.0017 | 0.0017 | 0.0011 | 0.0022 | 0.0022 | 1.9966 | |||
0.0137 | 0.0039 | 0.0041 | −0.0354 | 0.0042 | 0.0054 | 0.0031 | 0.0059 | 0.0059 | 1.9875 | |||
Yan | −0.0197 | 0.0039 | 0.0043 | −0.0255 | 0.0035 | 0.0044 | −0.0107 | 0.0039 | 0.0040 | 1.9454 | ||
−0.0144 | 0.0025 | 0.0027 | −0.0225 | 0.0021 | 0.0023 | −0.0105 | 0.0023 | 0.0024 | 1.9672 | |||
−0.0091 | 0.0013 | 0.0014 | −0.0084 | 0.0010 | 0.0010 | −0.0061 | 0.0012 | 0.0013 | 1.9862 | |||
−0.0070 | 0.0007 | 0.0008 | −0.0032 | 0.0005 | 0.0005 | −0.0060 | 0.0006 | 0.0007 | 1.9941 | |||
−0.0060 | 0.0016 | 0.0016 | −0.0389 | 0.0017 | 0.0019 | −0.0118 | 0.0025 | 0.0026 | 1.9730 | |||
Normal | −0.0065 | 0.0020 | 0.0020 | −0.0176 | 0.0015 | 0.0018 | −0.0025 | 0.0020 | 0.0020 | 1.9796 | ||
−0.0052 | 0.0012 | 0.0012 | −0.0093 | 0.0008 | 0.0009 | −0.0026 | 0.0011 | 0.0011 | 1.9891 | |||
−0.0027 | 0.0006 | 0.0006 | −0.0040 | 0.0004 | 0.0004 | −0.0012 | 0.0006 | 0.0006 | 1.9984 | |||
−0.0019 | 0.0003 | 0.0003 | −0.0017 | 0.0002 | 0.0002 | −0.0004 | 0.0003 | 0.0003 | 2.0022 | |||
−0.0005 | 0.0006 | 0.0006 | −0.0089 | 0.0005 | 0.0006 | −0.0034 | 0.0011 | 0.0011 | 1.9935 | |||
Stepwise | 0.0234 | 0.0024 | 0.0030 | −0.0888 | 0.0053 | 0.0132 | −0.0127 | 0.0057 | 0.0058 | 1.9281 | ||
−0.0109 | 0.0051 | 0.0052 | −0.0462 | 0.0049 | 0.0070 | −0.0062 | 0.0046 | 0.0046 | 1.9430 | |||
0.0176 | 0.0017 | 0.0020 | −0.0418 | 0.0027 | 0.0044 | −0.0094 | 0.0029 | 0.0030 | 1.9726 | |||
0.0141 | 0.0013 | 0.0015 | −0.0266 | 0.0017 | 0.0024 | −0.0093 | 0.0018 | 0.0019 | 1.9844 | |||
0.0372 | 0.0016 | 0.0030 | −0.0730 | 0.0037 | 0.0090 | −0.0134 | 0.0045 | 0.0046 | 1.9570 | |||
| ||||||||||||
Youden | Logistic | −0.0569 | 0.0138 | 0.0170 | −0.0255 | 0.0197 | 0.0203 | 0.0114 | 0.0102 | 0.0104 | 1.9485 | |
−0.0341 | 0.0090 | 0.0102 | −0.0225 | 0.0149 | 0.0154 | 0.0078 | 0.0077 | 0.0078 | 1.9707 | |||
−0.0234 | 0.0060 | 0.0066 | −0.0084 | 0.0095 | 0.0096 | 0.0025 | 0.0049 | 0.0049 | 1.9902 | |||
−0.0173 | 0.0038 | 0.0041 | −0.0032 | 0.0068 | 0.0068 | 0.0012 | 0.0039 | 0.0039 | 2.0001 | |||
−0.0030 | 0.0064 | 0.0064 | −0.0389 | 0.0136 | 0.0151 | 0.0015 | 0.0085 | 0.0085 | 1.9791 | |||
Yan | −0.0335 | 0.0071 | 0.0082 | −0.0168 | 0.0087 | 0.0090 | −0.0196 | 0.0063 | 0.0067 | 1.9496 | ||
−0.0201 | 0.0048 | 0.0052 | −0.0114 | 0.0060 | 0.0061 | −0.0143 | 0.0041 | 0.0044 | 1.9738 | |||
−0.0096 | 0.0025 | 0.0025 | −0.0091 | 0.0032 | 0.0033 | −0.0055 | 0.0023 | 0.0023 | 1.9952 | |||
−0.0058 | 0.0014 | 0.0015 | −0.0042 | 0.0019 | 0.0020 | −0.0041 | 0.0013 | 0.0013 | 2.0053 | |||
−0.0088 | 0.0032 | 0.0033 | −0.0164 | 0.0042 | 0.0045 | −0.0141 | 0.0041 | 0.0043 | 1.9802 | |||
Normal | −0.0150 | 0.0024 | 0.0026 | −0.0023 | 0.0030 | 0.0030 | −0.0117 | 0.0023 | 0.0024 | 1.9905 | ||
−0.0113 | 0.0014 | 0.0015 | 0.0003 | 0.0017 | 0.0017 | −0.0069 | 0.0013 | 0.0013 | 2.0015 | |||
−0.0052 | 0.0007 | 0.0007 | 0.0003 | 0.0009 | 0.0009 | −0.0035 | 0.0006 | 0.0007 | 2.0111 | |||
−0.0030 | 0.0003 | 0.0003 | 0.0003 | 0.0005 | 0.0005 | −0.0015 | 0.0003 | 0.0003 | 2.0153 | |||
−0.0062 | 0.0008 | 0.0009 | −0.0001 | 0.0012 | 0.0012 | −0.0073 | 0.0013 | 0.0014 | 2.0058 | |||
Stepwise | −0.0445 | 0.0118 | 0.0138 | −0.0508 | 0.0172 | 0.0198 | −0.0231 | 0.0101 | 0.0107 | 1.9012 | ||
−0.0288 | 0.0082 | 0.0090 | −0.0326 | 0.0135 | 0.0146 | −0.0249 | 0.0081 | 0.0087 | 1.9332 | |||
−0.0150 | 0.0058 | 0.0060 | −0.0306 | 0.0100 | 0.0110 | −0.0084 | 0.0049 | 0.0050 | 1.9655 | |||
−0.0138 | 0.0037 | 0.0039 | −0.0118 | 0.0067 | 0.0068 | −0.0080 | 0.0035 | 0.0035 | 1.9859 | |||
−0.0042 | 0.0052 | 0.0052 | −0.0484 | 0.0117 | 0.0140 | −0.0163 | 0.0080 | 0.0083 | 1.9506 |