Research Article
Fuzzy Stress-Strength Model and Mean Remaining Strength for Lindley Distribution: Estimation and Application in Cancer of Benign Endocrine
Table 6
Bias Bayesian estimate of reliability parameter
and FMRS.
| Sample size | MCMC | IS | | Bias | MSE | | Bias | MSE | | Bias | MSE | | Bias | MSE |
| , | (5) | 0.2956 | -0.0354 | 0.0125 | 1.8907 | -0.1801 | 0.3245 | 0.3032 | -0.0346 | 0.0120 | 1.9229 | -0.1769 | 0.3130 | (100, 100) | 0.2973 | -0.0017 | 0.0006 | 1.8976 | -0.0089 | 0.0161 | 0.2974 | -0.0017 | 0.0006 | 1.8967 | -0.0089 | 0.0161 |
| , | (5) | 0.4412 | 0.0345 | 0.0119 | 1.5258 | -0.1703 | 0.2902 | 0.4496 | -0.0337 | 0.0113 | 1.5544 | -0.1675 | 0.2806 | (100, 100) | 0.4430 | -0.0344 | 0.0118 | 1.5320 | -0.1697 | 0.2882 | 0.4433 | -0.0343 | 0.0118 | 1.5311 | -0.1698 | 0.2885 |
| , | (5) | 0.4685 | -0.0337 | 0.0113 | 1.4530 | -0.1707 | 0.2916 | 0.4769 | -0.0329 | 0.0108 | 1.4814 | -0.1679 | 0.2820 | (100, 100) | 0.4703 | -0.0016 | 0.0005 | 1.4591 | -0.0085 | 0.0144 | 0.4706 | -0.0016 | 0.0005 | 1.4582 | 0.0085 | 0.0144 |
| , | (5) | 0.4831 | -0.0332 | 0.0110 | 1.4133 | -0.1742 | 0.3036 | 0.4915 | -0.0323 | 0.0104 | 1.4418 | -0.1714 | 0.2938 | (100, 100) | 0.4850 | -0.0016 | 0.0005 | 1.4194 | -0.0086 | 0.0150 | 0.4853 | -0.0016 | 0.0005 | 1.4186 | -0.0086 | 0.0151 |
| , | (5) | 0.2972 | 0.0248 | 0.0061 | 1.8953 | 0.0908 | 0.0824 | 0.2960 | 0.0247 | 0.0061 | 1.9002 | 0.0913 | 0.0833 | (100, 100) | 0.2965 | 0.0012 | 0.0003 | 1.8933 | 0.0045 | 0.0041 | 0.2980 | 0.0012 | 0.0003 | 1.9003 | 0.0045 | 0.0041 |
| 0.7682, | (5) | 0.4431 | 0.0347 | 0.0121 | 1.5299 | 0.0761 | 0.0580 | 0.4409 | 0.0345 | 0.0119 | 1.5342 | 0.0766 | 0.0586 | (100, 100) | 0.4423 | 0.0017 | 0.0006 | 1.5281 | 0.0037 | 0.0028 | 0.4439 | 0.0017 | 0.0006 | 1.5344 | 0.0038 | 0.0029 |
| 0.7058, | (5) | 0.4705 | 0.0361 | 0.0131 | 1.4571 | 0.0751 | 0.0564 | 0.4681 | 0.0359 | 0.0129 | 1.4613 | 0.0755 | 0.0571 | (100, 100) | 0.4697 | 0.0018 | 0.0006 | 1.4553 | 0.0037 | 0.0028 | 0.4712 | 0.0018 | 0.0006 | 1.4615 | 0.0037 | 0.0028 |
| , | (5) | 0.4851 | 0.0368 | 0.0135 | 1.4174 | 0.0749 | 0.0561 | 0.4826 | 0.0366 | 0.0134 | 1.4216 | 0.0753 | 0.0568 | (100, 100) | 0.4843 | 0.0018 | 0.0006 | 1.4156 | 0.0037 | 0.0027 | 0.4858 | 0.0018 | 0.0006 | 1.4218 | 0.0037 | 0.0028 |
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