Research Article
Estimation for Parameters of Life of the Marshall-Olkin Generalized-Exponential Distribution Using Progressive Type-II Censored Data
Table 4
The APEs (first-line), RMSEs (second-line), and MRABs (third-line) of
.
| | FP | Scheme | MLE | SEL | LL | Prior | I | II | I | II | | −3 | −0.03 | +3 | −3 | −0.03 | +3 |
| 30 | 30% | 1 | 0.9212 | 0.9094 | 0.9365 | 0.9151 | 0.9095 | 0.8942 | 0.9430 | 0.9366 | 0.9177 | | | 0.1454 | 0.0984 | 0.0797 | 0.0564 | 0.0625 | 0.0761 | 0.0095 | 0.0203 | 0.0696 | | | 0.1394 | 0.0673 | 0.0236 | 0.0612 | 0.0672 | 0.0788 | 0.0099 | 0.0166 | 0.0444 | | 2 | 0.9191 | 0.9565 | 0.9112 | 0.9636 | 0.9566 | 0.9349 | 0.9164 | 0.9112 | 0.8991 | | | 0.1461 | 0.1013 | 0.0742 | 0.0480 | 0.0456 | 0.0717 | 0.0209 | 0.0280 | 0.0473 | | | 0.1377 | 0.0671 | 0.0325 | 0.0510 | 0.0461 | 0.0612 | 0.0218 | 0.0269 | 0.0390 | | 3 | 0.9240 | 0.9206 | 0.9016 | 0.9285 | 0.9207 | 0.8929 | 0.9070 | 0.9017 | 0.8869 | | | 0.1425 | 0.1006 | 0.0854 | 0.0324 | 0.0367 | 0.0736 | 0.0124 | 0.0224 | 0.0513 | | | 0.1365 | 0.0380 | 0.0340 | 0.0346 | 0.0380 | 0.0524 | 0.0107 | 0.0166 | 0.0326 | 60% | 1 | 0.9237 | 0.9146 | 0.9096 | 0.9226 | 0.9148 | 0.8882 | 0.9135 | 0.9096 | 0.9007 | | | 0.1385 | 0.0942 | 0.0658 | 0.0280 | 0.0284 | 0.0510 | 0.0090 | 0.0179 | 0.0477 | | | 0.1342 | 0.0450 | 0.0176 | 0.0286 | 0.0293 | 0.0461 | 0.0060 | 0.0108 | 0.0271 | | 2 | 0.9200 | 0.9284 | 0.9097 | 0.9363 | 0.9285 | 0.9004 | 0.9138 | 0.9097 | 0.9007 | | | 0.1364 | 0.1002 | 0.0656 | 0.0362 | 0.0425 | 0.0615 | 0.0113 | 0.0196 | 0.0419 | | | 0.1315 | 0.0478 | 0.0298 | 0.0390 | 0.0446 | 0.0566 | 0.0097 | 0.0143 | 0.0264 | | 3 | 0.9246 | 0.8979 | 0.9074 | 0.9001 | 0.8979 | 0.8942 | 0.9141 | 0.9075 | 0.8898 | | | 0.1371 | 0.0793 | 0.0651 | 0.0179 | 0.0244 | 0.0466 | 0.0105 | 0.0184 | 0.0502 | | | 0.1328 | 0.0319 | 0.0236 | 0.0183 | 0.0231 | 0.0449 | 0.0108 | 0.0140 | 0.0297 | 90% | 1 | 0.9242 | 0.9072 | 0.8551 | 0.9113 | 0.9073 | 0.8978 | 0.8607 | 0.8552 | 0.8446 | | | 0.1346 | 0.0889 | 0.0643 | 0.0093 | 0.0168 | 0.0353 | 0.0074 | 0.0166 | 0.0337 | | | 0.1303 | 0.0314 | 0.0171 | 0.0065 | 0.0104 | 0.0207 | 0.0052 | 0.0106 | 0.0202 | | 2 | 0.9216 | 0.8758 | 0.8921 | 0.8811 | 0.8759 | 0.8649 | 0.8968 | 0.8921 | 0.8810 | | | 0.1348 | 0.0819 | 0.0542 | 0.0220 | 0.0262 | 0.0590 | 0.0106 | 0.0178 | 0.0348 | | | 0.1305 | 0.0401 | 0.0246 | 0.0221 | 0.0268 | 0.0555 | 0.0079 | 0.0117 | 0.0210 | | 3 | 0.9240 | 0.8820 | 0.9195 | 0.8851 | 0.8820 | 0.8757 | 0.9235 | 0.9196 | 0.9108 | | | 0.1354 | 0.0636 | 0.0484 | 0.0161 | 0.0213 | 0.0275 | 0.0069 | 0.0147 | 0.0294 | | | 0.1316 | 0.0228 | 0.0213 | 0.0163 | 0.0206 | 0.0247 | 0.0045 | 0.0108 | 0.0228 | 60 | 30% | 1 | 0.9268 | 0.9228 | 0.9327 | 0.9266 | 0.9229 | 0.9143 | 0.9403 | 0.9328 | 0.9073 | | | 0.1321 | 0.0985 | 0.0778 | 0.0255 | 0.0278 | 0.0656 | 0.0129 | 0.0199 | 0.0482 | | | 0.1285 | 0.0436 | 0.0237 | 0.0258 | 0.0288 | 0.0537 | 0.0132 | 0.0160 | 0.0289 | | 2 | 0.9206 | 0.9200 | 0.9031 | 0.9261 | 0.9201 | 0.9024 | 0.9082 | 0.9031 | 0.8891 | | | 0.1291 | 0.0844 | 0.0777 | 0.0341 | 0.0396 | 0.0545 | 0.0158 | 0.0216 | 0.0486 | | | 0.1248 | 0.0409 | 0.0295 | 0.0365 | 0.0408 | 0.0509 | 0.0160 | 0.0199 | 0.0344 | | 3 | 0.9256 | 0.9011 | 0.9167 | 0.9047 | 0.9011 | 0.8933 | 0.9205 | 0.9168 | 0.9079 | | | 0.1295 | 0.0765 | 0.0658 | 0.0180 | 0.0210 | 0.0435 | 0.0109 | 0.0183 | 0.0384 | | | 0.1258 | 0.0299 | 0.0206 | 0.0182 | 0.0194 | 0.0306 | 0.0111 | 0.0160 | 0.0268 | 60% | 1 | 0.9248 | 0.9223 | 0.9042 | 0.9281 | 0.9224 | 0.9056 | 0.9095 | 0.9043 | 0.8903 | | | 0.1285 | 0.0822 | 0.0629 | 0.0147 | 0.0222 | 0.0487 | 0.0123 | 0.0159 | 0.0291 | | | 0.1254 | 0.0285 | 0.0232 | 0.0150 | 0.0196 | 0.0370 | 0.0080 | 0.0137 | 0.0246 | | 2 | 0.9216 | 0.8793 | 0.9102 | 0.8834 | 0.8794 | 0.8701 | 0.9138 | 0.9103 | 0.9022 | | | 0.1268 | 0.0774 | 0.0770 | 0.0209 | 0.0223 | 0.0516 | 0.0118 | 0.0196 | 0.0402 | | | 0.1235 | 0.0356 | 0.0177 | 0.0211 | 0.0231 | 0.0378 | 0.0094 | 0.0149 | 0.0302 | | 3 | 0.9219 | 0.9144 | 0.9296 | 0.9196 | 0.9145 | 0.9005 | 0.9331 | 0.9297 | 0.9222 | | | 0.1271 | 0.0762 | 0.0622 | 0.0140 | 0.0203 | 0.0430 | 0.0092 | 0.0169 | 0.0309 | | | 0.1238 | 0.0222 | 0.0175 | 0.0133 | 0.0171 | 0.0284 | 0.0093 | 0.0135 | 0.0258 | 90% | 1 | 0.9240 | 0.9096 | 0.9071 | 0.9129 | 0.9096 | 0.9024 | 0.9104 | 0.9071 | 0.9000 | | | 0.1270 | 0.0586 | 0.0584 | 0.0097 | 0.0161 | 0.0301 | 0.0083 | 0.0148 | 0.0288 | | | 0.1242 | 0.0125 | 0.0114 | 0.0070 | 0.0106 | 0.0184 | 0.0047 | 0.0082 | 0.0160 | | 2 | 0.9226 | 0.9307 | 0.9244 | 0.9358 | 0.9307 | 0.9170 | 0.9297 | 0.9245 | 0.9101 | | | 0.1261 | 0.0745 | 0.0613 | 0.0137 | 0.0204 | 0.0426 | 0.0084 | 0.0154 | 0.0309 | | | 0.1229 | 0.0272 | 0.0162 | 0.0141 | 0.0193 | 0.0360 | 0.0056 | 0.0093 | 0.0179 | | 3 | 0.9207 | 0.9165 | 0.9013 | 0.9217 | 0.9166 | 0.9027 | 0.9052 | 0.9014 | 0.8922 | | | 0.1263 | 0.0633 | 0.0606 | 0.0139 | 0.0187 | 0.0353 | 0.0085 | 0.0148 | 0.0267 | | | 0.1230 | 0.0182 | 0.0170 | 0.0127 | 0.0169 | 0.0257 | 0.0085 | 0.0130 | 0.0224 |
| 90 | 30% | 1 | 0.9295 | 0.9050 | 0.9032 | 0.9091 | 0.9051 | 0.8953 | 0.9079 | 0.9033 | 0.8911 | | | 0.1275 | 0.0769 | 0.0677 | 0.0142 | 0.0224 | 0.0455 | 0.0107 | 0.0185 | 0.0385 | | | 0.1247 | 0.0178 | 0.0133 | 0.0130 | 0.0178 | 0.0302 | 0.0085 | 0.0138 | 0.0238 | | 2 | 0.9207 | 0.9028 | 0.9090 | 0.9070 | 0.9028 | 0.8926 | 0.9132 | 0.9091 | 0.8991 | | | 0.1228 | 0.0720 | 0.0696 | 0.0127 | 0.0206 | 0.0405 | 0.0088 | 0.0169 | 0.0365 | | | 0.1201 | 0.0194 | 0.0154 | 0.0108 | 0.0153 | 0.0264 | 0.0054 | 0.0099 | 0.0233 | | 3 | 0.9246 | 0.9120 | 0.9108 | 0.9162 | 0.9121 | 0.9021 | 0.9151 | 0.9109 | 0.9006 | | | 0.1243 | 0.0712 | 0.0676 | 0.0159 | 0.0217 | 0.0406 | 0.0106 | 0.0190 | 0.0351 | | | 0.1217 | 0.0184 | 0.0196 | 0.0158 | 0.0194 | 0.0242 | 0.0078 | 0.0124 | 0.0273 | 60% | 1 | 0.9257 | 0.9125 | 0.9050 | 0.9178 | 0.9126 | 0.8984 | 0.9092 | 0.9051 | 0.8950 | | | 0.1239 | 0.0732 | 0.0666 | 0.0120 | 0.0210 | 0.0447 | 0.0107 | 0.0184 | 0.0374 | | | 0.1210 | 0.0179 | 0.0130 | 0.0097 | 0.0148 | 0.0292 | 0.0083 | 0.0128 | 0.0235 | | 2 | 0.9208 | 0.9094 | 0.9168 | 0.9141 | 0.9095 | 0.8974 | 0.9213 | 0.9169 | 0.9058 | | | 0.1226 | 0.0684 | 0.0670 | 0.0098 | 0.0171 | 0.0403 | 0.0083 | 0.0162 | 0.0361 | | | 0.1201 | 0.0144 | 0.0131 | 0.0100 | 0.0143 | 0.0261 | 0.0052 | 0.0102 | 0.0208 | | 3 | 0.9218 | 0.9054 | 0.8990 | 0.9097 | 0.9054 | 0.8949 | 0.9024 | 0.8991 | 0.8918 | | | 0.1214 | 0.0689 | 0.0614 | 0.0098 | 0.0185 | 0.0395 | 0.0093 | 0.0163 | 0.0342 | | | 0.1190 | 0.0144 | 0.0141 | 0.0071 | 0.0119 | 0.0240 | 0.0067 | 0.0110 | 0.0221 | 90% | 1 | 0.9232 | 0.9055 | 0.9004 | 0.9092 | 0.9055 | 0.8969 | 0.9049 | 0.9005 | 0.8891 | | | 0.1230 | 0.0717 | 0.0635 | 0.0109 | 0.0189 | 0.0440 | 0.0091 | 0.0179 | 0.0347 | | | 0.1203 | 0.0153 | 0.0126 | 0.0083 | 0.0128 | 0.0281 | 0.0084 | 0.0123 | 0.0217 | | 2 | 0.9212 | 0.9104 | 0.9084 | 0.9143 | 0.9105 | 0.9013 | 0.9121 | 0.9084 | 0.9000 | | | 0.1214 | 0.0645 | 0.0625 | 0.0086 | 0.0159 | 0.0336 | 0.0081 | 0.0157 | 0.0324 | | | 0.1188 | 0.0121 | 0.0117 | 0.0056 | 0.0098 | 0.0198 | 0.0052 | 0.0092 | 0.0184 | | 3 | 0.9221 | 0.9094 | 0.9074 | 0.9140 | 0.9094 | 0.8980 | 0.9110 | 0.9074 | 0.8994 | | | 0.1213 | 0.0667 | 0.0609 | 0.0085 | 0.0166 | 0.0366 | 0.0083 | 0.0160 | 0.0320 | | | 0.1187 | 0.0140 | 0.0116 | 0.0070 | 0.0113 | 0.0222 | 0.0064 | 0.0103 | 0.0190 |
|
|