Skip to main content
. Author manuscript; available in PMC: 2024 Jul 10.
Published in final edited form as: Stat Methods Med Res. 2024 Mar 6;33(4):647–668. doi: 10.1177/09622802241233768

Table 4.

The table provides results for the normal scenarios with Σ=0.7I+0.3J. Included are the bias, variance, and MSE for TCR1,TCR2, and TCR3 for each of the explored approaches.

Method Approach n1,n2,n3 TCR1
TCR2
TCR3
Sum(TCRs)
Bias Variance MSE Bias Variance MSE Bias Variance MSE Mean
Euclidean Logistic 30,30,30 −0.0148 0.0082 0.0085 −0.0398 0.0070 0.0086 0.0138 0.0070 0.0072 1.9654
50,50,50 −0.0083 0.0054 0.0055 −0.0239 0.0048 0.0054 0.0049 0.0050 0.0050 1.9788
100,100,100 −0.0031 0.0035 0.0035 −0.0173 0.0027 0.0030 0.0055 0.0032 0.0033 1.9912
200,200,200 −0.0029 0.0021 0.0021 −0.0077 0.0017 0.0017 0.0011 0.0022 0.0022 1.9966
200,50,50 0.0137 0.0039 0.0041 −0.0354 0.0042 0.0054 0.0031 0.0059 0.0059 1.9875
Yan 30,30,30 −0.0197 0.0039 0.0043 −0.0255 0.0035 0.0044 −0.0107 0.0039 0.0040 1.9454
50,50,50 −0.0144 0.0025 0.0027 −0.0225 0.0021 0.0023 −0.0105 0.0023 0.0024 1.9672
100,100,100 −0.0091 0.0013 0.0014 −0.0084 0.0010 0.0010 −0.0061 0.0012 0.0013 1.9862
200,200,200 −0.0070 0.0007 0.0008 −0.0032 0.0005 0.0005 −0.0060 0.0006 0.0007 1.9941
200,50,50 −0.0060 0.0016 0.0016 −0.0389 0.0017 0.0019 −0.0118 0.0025 0.0026 1.9730
Normal 30,30,30 −0.0065 0.0020 0.0020 −0.0176 0.0015 0.0018 −0.0025 0.0020 0.0020 1.9796
50,50,50 −0.0052 0.0012 0.0012 −0.0093 0.0008 0.0009 −0.0026 0.0011 0.0011 1.9891
100,100,100 −0.0027 0.0006 0.0006 −0.0040 0.0004 0.0004 −0.0012 0.0006 0.0006 1.9984
200,200,200 −0.0019 0.0003 0.0003 −0.0017 0.0002 0.0002 −0.0004 0.0003 0.0003 2.0022
200,50,50 −0.0005 0.0006 0.0006 −0.0089 0.0005 0.0006 −0.0034 0.0011 0.0011 1.9935
Stepwise 30,30,30 0.0234 0.0024 0.0030 −0.0888 0.0053 0.0132 −0.0127 0.0057 0.0058 1.9281
50,50,50 −0.0109 0.0051 0.0052 −0.0462 0.0049 0.0070 −0.0062 0.0046 0.0046 1.9430
100,100,100 0.0176 0.0017 0.0020 −0.0418 0.0027 0.0044 −0.0094 0.0029 0.0030 1.9726
200,200,200 0.0141 0.0013 0.0015 −0.0266 0.0017 0.0024 −0.0093 0.0018 0.0019 1.9844
200,50,50 0.0372 0.0016 0.0030 −0.0730 0.0037 0.0090 −0.0134 0.0045 0.0046 1.9570

Youden Logistic 30,30,30 −0.0569 0.0138 0.0170 −0.0255 0.0197 0.0203 0.0114 0.0102 0.0104 1.9485
50,50,50 −0.0341 0.0090 0.0102 −0.0225 0.0149 0.0154 0.0078 0.0077 0.0078 1.9707
100,100,100 −0.0234 0.0060 0.0066 −0.0084 0.0095 0.0096 0.0025 0.0049 0.0049 1.9902
200,200,200 −0.0173 0.0038 0.0041 −0.0032 0.0068 0.0068 0.0012 0.0039 0.0039 2.0001
200,50,50 −0.0030 0.0064 0.0064 −0.0389 0.0136 0.0151 0.0015 0.0085 0.0085 1.9791
Yan 30,30,30 −0.0335 0.0071 0.0082 −0.0168 0.0087 0.0090 −0.0196 0.0063 0.0067 1.9496
50,50,50 −0.0201 0.0048 0.0052 −0.0114 0.0060 0.0061 −0.0143 0.0041 0.0044 1.9738
100,100,100 −0.0096 0.0025 0.0025 −0.0091 0.0032 0.0033 −0.0055 0.0023 0.0023 1.9952
200,200,200 −0.0058 0.0014 0.0015 −0.0042 0.0019 0.0020 −0.0041 0.0013 0.0013 2.0053
200,50,50 −0.0088 0.0032 0.0033 −0.0164 0.0042 0.0045 −0.0141 0.0041 0.0043 1.9802
Normal 30,30,30 −0.0150 0.0024 0.0026 −0.0023 0.0030 0.0030 −0.0117 0.0023 0.0024 1.9905
50,50,50 −0.0113 0.0014 0.0015 0.0003 0.0017 0.0017 −0.0069 0.0013 0.0013 2.0015
100,100,100 −0.0052 0.0007 0.0007 0.0003 0.0009 0.0009 −0.0035 0.0006 0.0007 2.0111
200,200,200 −0.0030 0.0003 0.0003 0.0003 0.0005 0.0005 −0.0015 0.0003 0.0003 2.0153
200,50,50 −0.0062 0.0008 0.0009 −0.0001 0.0012 0.0012 −0.0073 0.0013 0.0014 2.0058
Stepwise 30,30,30 −0.0445 0.0118 0.0138 −0.0508 0.0172 0.0198 −0.0231 0.0101 0.0107 1.9012
50,50,50 −0.0288 0.0082 0.0090 −0.0326 0.0135 0.0146 −0.0249 0.0081 0.0087 1.9332
100,100,100 −0.0150 0.0058 0.0060 −0.0306 0.0100 0.0110 −0.0084 0.0049 0.0050 1.9655
200,200,200 −0.0138 0.0037 0.0039 −0.0118 0.0067 0.0068 −0.0080 0.0035 0.0035 1.9859
200,50,50 −0.0042 0.0052 0.0052 −0.0484 0.0117 0.0140 −0.0163 0.0080 0.0083 1.9506