Research Article
Stress-Strength Reliability for Exponentiated Inverted Weibull Distribution with Application on Breaking of Jute Fiber and Carbon Fibers
Table 3
Mean and MSE for parameter and stress-strength reliability for EIW distribution with different sample size: Case 3.
| | | | | | | ā | ā | | | | R | | | | R | | | | R | | | | |
| 0.4 | MLE | Mean | 0.5086 | 0.4038 | 0.5127 | 0.5560 | 0.5054 | 0.4008 | 0.5136 | 0.5565 | 0.5051 | 0.3997 | 0.5081 | 0.5577 | 0.5019 | 0.3996 | 0.5058 | 0.5564 | MSE | 0.0120 | 0.0067 | 0.0026 | 0.0035 | 0.0108 | 0.0062 | 0.0024 | 0.0035 | 0.0072 | 0.0046 | 0.0016 | 0.0025 | 0.0049 | 0.0032 | 0.0010 | 0.0017 | MPSE | Mean | 0.4690 | 0.3800 | 0.5082 | 0.5512 | 0.4715 | 0.3801 | 0.5087 | 0.5526 | 0.4805 | 0.3839 | 0.5039 | 0.5554 | 0.4843 | 0.3881 | 0.5017 | 0.5548 | MSE | 0.0110 | 0.0063 | 0.0026 | 0.0035 | 0.0099 | 0.0059 | 0.0023 | 0.0034 | 0.0068 | 0.0045 | 0.0016 | 0.0025 | 0.0047 | 0.0031 | 0.0010 | 0.0017 | MSADE | Mean | 0.6571 | 0.5486 | 0.4237 | 0.5455 | 0.6203 | 0.5088 | 0.4372 | 0.5493 | 0.5813 | 0.4714 | 0.4532 | 0.5519 | 0.5501 | 0.4475 | 0.4659 | 0.5514 | MSE | 0.0838 | 0.0698 | 0.0149 | 0.0045 | 0.0552 | 0.0427 | 0.0107 | 0.0044 | 0.0318 | 0.0221 | 0.0071 | 0.0031 | 0.0150 | 0.0115 | 0.0040 | 0.0024 | MSALDE | Mean | 0.5142 | 0.4220 | 0.4825 | 0.5481 | 0.5138 | 0.4149 | 0.4860 | 0.5518 | 0.5113 | 0.4109 | 0.4870 | 0.5540 | 0.5060 | 0.4068 | 0.4893 | 0.5540 | MSE | 0.0149 | 0.0099 | 0.0035 | 0.0044 | 0.0143 | 0.0087 | 0.0030 | 0.0042 | 0.0094 | 0.0065 | 0.0024 | 0.0029 | 0.0065 | 0.0044 | 0.0014 | 0.0022 | LSE | Mean | 0.5200 | 0.4171 | 0.4899 | 0.5527 | 0.5142 | 0.4111 | 0.4946 | 0.5545 | 0.5114 | 0.4081 | 0.4926 | 0.5554 | 0.5086 | 0.4055 | 0.4948 | 0.5558 | MSE | 0.0145 | 0.0075 | 0.0034 | 0.0043 | 0.0120 | 0.0070 | 0.0029 | 0.0041 | 0.0081 | 0.0051 | 0.0022 | 0.0028 | 0.0058 | 0.0035 | 0.0015 | 0.0021 | WLSE | Mean | 0.5150 | 0.4118 | 0.4991 | 0.5536 | 0.5103 | 0.4068 | 0.5027 | 0.5552 | 0.5077 | 0.4041 | 0.5000 | 0.5562 | 0.5054 | 0.4019 | 0.5008 | 0.5565 | MSE | 0.0138 | 0.0072 | 0.0030 | 0.0041 | 0.0116 | 0.0067 | 0.0027 | 0.0039 | 0.0077 | 0.0049 | 0.0019 | 0.0027 | 0.0054 | 0.0034 | 0.0013 | 0.0020 | CME | Mean | 0.5131 | 0.4068 | 0.5118 | 0.5553 | 0.5078 | 0.4019 | 0.5140 | 0.5568 | 0.5065 | 0.4015 | 0.5064 | 0.5571 | 0.5050 | 0.4006 | 0.5049 | 0.5570 | MSE | 0.0153 | 0.0076 | 0.0038 | 0.0047 | 0.0126 | 0.0071 | 0.0033 | 0.0044 | 0.0084 | 0.0051 | 0.0023 | 0.0030 | 0.0059 | 0.0036 | 0.0016 | 0.0022 | ADE | Mean | 0.5442 | 0.4842 | 0.4498 | 0.5281 | 0.5504 | 0.4914 | 0.4359 | 0.5280 | 0.5643 | 0.5056 | 0.4082 | 0.5274 | 0.5670 | 0.5045 | 0.4009 | 0.5292 | MSE | 0.0139 | 0.0153 | 0.0049 | 0.0042 | 0.0122 | 0.0159 | 0.0061 | 0.0038 | 0.0104 | 0.0165 | 0.0098 | 0.0027 | 0.0088 | 0.0146 | 0.0108 | 0.0021 |
| 1.5 | MLE | Mean | 0.5104 | 1.5404 | 0.5140 | 0.2507 | 0.5025 | 1.5405 | 0.5140 | 0.2477 | 0.5057 | 1.5277 | 0.5089 | 0.2498 | 0.5022 | 1.5136 | 0.5064 | 0.2499 | MSE | 0.0130 | 0.0746 | 0.0027 | 0.0026 | 0.0105 | 0.0638 | 0.0027 | 0.0023 | 0.0069 | 0.0411 | 0.0015 | 0.0015 | 0.0054 | 0.0298 | 0.0011 | 0.0011 | MPSE | Mean | 0.4711 | 1.4322 | 0.5090 | 0.2493 | 0.4689 | 1.4421 | 0.5090 | 0.2471 | 0.4812 | 1.4510 | 0.5045 | 0.2502 | 0.4846 | 1.4541 | 0.5022 | 0.2507 | MSE | 0.0117 | 0.0670 | 0.0027 | 0.0026 | 0.0100 | 0.0569 | 0.0026 | 0.0023 | 0.0065 | 0.0382 | 0.0015 | 0.0015 | 0.0052 | 0.0291 | 0.0011 | 0.0011 | MSADE | Mean | 0.6710 | 1.5919 | 0.4193 | 0.2929 | 0.6288 | 1.5798 | 0.4348 | 0.2816 | 0.5903 | 1.5454 | 0.4502 | 0.2751 | 0.5512 | 1.5115 | 0.4661 | 0.2672 | MSE | 0.0933 | 0.1125 | 0.0156 | 0.0068 | 0.0652 | 0.0964 | 0.0135 | 0.0051 | 0.0356 | 0.0592 | 0.0075 | 0.0036 | 0.0166 | 0.0421 | 0.0041 | 0.0023 | MSALDE | Mean | 0.5191 | 1.4783 | 0.4825 | 0.2618 | 0.5067 | 1.4810 | 0.4866 | 0.2565 | 0.5124 | 1.4815 | 0.4879 | 0.2582 | 0.5047 | 1.4717 | 0.4905 | 0.2562 | MSE | 0.0168 | 0.0796 | 0.0036 | 0.0036 | 0.0139 | 0.0661 | 0.0037 | 0.0030 | 0.0096 | 0.0475 | 0.0022 | 0.0020 | 0.0072 | 0.0360 | 0.0016 | 0.0015 | LSE | Mean | 0.5217 | 1.5047 | 0.4922 | 0.2599 | 0.5100 | 1.5106 | 0.4946 | 0.2550 | 0.5120 | 1.5066 | 0.4945 | 0.2554 | 0.5084 | 1.4937 | 0.4971 | 0.2552 | MSE | 0.0155 | 0.0786 | 0.0035 | 0.0035 | 0.0126 | 0.0764 | 0.0033 | 0.0030 | 0.0080 | 0.0489 | 0.0021 | 0.0020 | 0.0063 | 0.0363 | 0.0016 | 0.0016 | WLSE | Mean | 0.5169 | 1.5199 | 0.5013 | 0.2558 | 0.5064 | 1.5247 | 0.5035 | 0.2515 | 0.5083 | 1.5164 | 0.5015 | 0.2526 | 0.5057 | 1.5029 | 0.5025 | 0.2527 | MSE | 0.0147 | 0.0749 | 0.0031 | 0.0031 | 0.0119 | 0.0709 | 0.0030 | 0.0027 | 0.0074 | 0.0456 | 0.0018 | 0.0018 | 0.0058 | 0.0327 | 0.0013 | 0.0013 | CME | Mean | 0.5148 | 1.5540 | 0.5143 | 0.2517 | 0.5034 | 1.5540 | 0.5139 | 0.2476 | 0.5072 | 1.5371 | 0.5084 | 0.2500 | 0.5048 | 1.5154 | 0.5072 | 0.2512 | MSE | 0.0164 | 0.0960 | 0.0040 | 0.0035 | 0.0132 | 0.0919 | 0.0038 | 0.0032 | 0.0082 | 0.0557 | 0.0023 | 0.0020 | 0.0065 | 0.0394 | 0.0018 | 0.0016 | ADE | Mean | 0.5464 | 1.5678 | 0.4507 | 0.2601 | 0.5481 | 1.5408 | 0.4350 | 0.2639 | 0.5640 | 1.4898 | 0.4107 | 0.2755 | 0.5674 | 1.4490 | 0.4016 | 0.2820 | MSE | 0.0148 | 0.0676 | 0.0049 | 0.0026 | 0.0124 | 0.0530 | 0.0066 | 0.0024 | 0.0102 | 0.0289 | 0.0094 | 0.0020 | 0.0092 | 0.0221 | 0.0106 | 0.0020 |
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