Research Article
An Improved Measurement Error Model for Analyzing Unreplicated Method Comparison Data under Asymmetric Heavy-Tailed Distributions
Table 1
ML estimates, asymptotic standard errors (SEs), and coverage probabilities (CPs) of 95% confidence interval of STcT-MEM.
| | | Parameter | STcT-MEM | Estimates | SE | CP |
| 2.5 | 25 | | 0.051 | 0.022 | 0.998 | | 0.898 | 0.076 | 0.999 | | −0.007 | 0.080 | 0.840 | Log | −3.024 | 0.696 | 0.866 | | 2.491 | 2.452 | 0.840 | 50 | | 0.050 | 0.015 | 0.996 | | 0.900 | 0.048 | 0.994 | | −0.013 | 0.055 | 0.896 | Log | −3.012 | 0.496 | 0.896 | | 2.499 | 1.809 | 0.892 | 100 | | 0.050 | 0.010 | 0.990 | | 0.900 | 0.032 | 0.988 | | −0.012 | 0.038 | 0.905 | Log | −3.004 | 0.342 | 0.900 | | 2.492 | 1.266 | 0.918 |
| 5 | 25 | | 0.050 | 0.023 | 0.996 | | 0.898 | 0.081 | 0.997 | | −0.008 | 0.053 | 0.808 | Log | −3.013 | 0.551 | 0.924 | | 4.955 | 5.922 | 0.842 | 50 | | 0.050 | 0.015 | 0.993 | | 0.900 | 0.050 | 0.991 | | −0.012 | 0.034 | 0.904 | Log | −3.008 | 0.381 | 0.928 | | 4.993 | 4.063 | 0.908 | 100 | | 0.050 | 0.011 | 0.987 | | 0.900 | 0.034 | 0.985 | | −0.011 | 0.025 | 0.958 | Log | −3.004 | 0.268 | 0.944 | | 4.996 | 2.952 | 0.936 |
| 10 | 25 | | 0.049 | 0.024 | 0.996 | | 0.898 | 0.082 | 0.996 | | −0.009 | 0.037 | 0.964 | Log | −3.008 | 0.494 | 0.980 | | 9.965 | 10.723 | 0.872 | 50 | | 0.049 | 0.016 | 0.992 | | 0.899 | 0.050 | 0.989 | | −0.011 | 0.024 | 0.954 | Log | −3.006 | 0.334 | 0.972 | | 9.988 | 7.420 | 0.910 | 100 | | 0.049 | 0.011 | 0.986 | | 0.899 | 0.034 | 0.984 | | −0.010 | 0.017 | 0.948 | Log | −3.005 | 0.236 | 0.970 | | 9.985 | 5.788 | 0.944 |
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