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. 2020 May 4;21:173. doi: 10.1186/s12859-020-3485-y

Table 1.

The PEP estimation errors of three methods on the simulated data

Method Ratio=1% Ratio=5% Ratio=10% Ratio=20% Ratio=100%
Mean SD Mean SD Mean SD Mean SD Mean SD
n=1 Combined 71.88 4.53 33.75 3.08 19.75 1.89 10.71 1.02 2.27 0.20
Separate 7.02 5.67 1.81 1.46 0.98 0.80 0.52 0.43 0.11 0.09
Transfer 4.33 4.14 1.21 1.14 0.68 0.64 0.37 0.35 0.08 0.08
n=10 Combined 56.71 3.54 31.91 2.75 18.93 1.76 10.31 0.96 2.19 0.19
Separate 4.86 4.20 1.38 1.20 0.76 0.66 0.41 0.36 0.09 0.08
Transfer 2.78 2.70 0.89 0.90 0.51 0.52 0.28 0.29 0.06 0.06
n=20 Combined 41.11 3.75 29.73 2.59 18.00 1.74 9.87 0.98 2.11 0.19
Separate 3.78 3.41 1.24 1.13 0.70 0.65 0.38 0.36 0.08 0.08
Transfer 2.00 1.88 0.76 0.81 0.46 0.49 0.26 0.28 0.06 0.06
n=50 Combined 8.41 3.62 25.67 2.14 16.36 1.53 9.10 0.86 1.95 0.17
Separate 2.04 1.51 1.02 0.90 0.59 0.54 0.33 0.31 0.07 0.07
Transfer 1.01 0.81 0.66 0.70 0.41 0.44 0.23 0.26 0.05 0.06
n=100 Combined 0.03 0.05 19.10 1.68 13.77 1.36 7.87 0.78 1.70 0.15
Separate 0.13 0.23 0.80 0.66 0.47 0.41 0.26 0.23 0.06 0.05
Transfer 0.05 0.07 0.49 0.50 0.32 0.35 0.19 0.21 0.04 0.05

Notes: Mean and SD, the mean and standard deviation of mean squared errors (MSEs) of estimates; n, the number of correct scores in group G; Ratio, the percentage of top scores whose MSEs were evaluated