Research Article
Half-Logistic Xgamma Distribution: Properties and Estimation under Censored Samples
Table 4
ML estimates, biases, MSEs, LBs, UBs, and ALs of the HLXG model under complete and TIIC for
.
| | r | Parameters | ML | Bias | MSE | 90% | 95% | LB | UB | AL | LB | UB | AL |
| 30 | 21 | | 1.9508 | 0.2508 | 0.4006 | 1.0597 | 2.8420 | 1.7823 | 0.8890 | 3.0126 | 2.1236 | | 0.9795 | 0.0795 | 0.0445 | 0.6481 | 1.3110 | 0.6630 | 0.5846 | 1.3745 | 0.7899 | 27 | | 1.8748 | 0.1748 | 0.2306 | 1.1078 | 2.6419 | 1.5341 | 0.9609 | 2.7887 | 1.8278 | | 0.9540 | 0.0540 | 0.0332 | 0.6768 | 1.2311 | 0.5543 | 0.6237 | 1.2842 | 0.6605 | 30 | | 1.8608 | 0.1608 | 0.1895 | 1.1304 | 2.5912 | 1.4608 | 0.9905 | 2.7311 | 1.7405 | | 0.9501 | 0.0501 | 0.0278 | 0.6911 | 1.2091 | 0.5180 | 0.6415 | 1.2587 | 0.6172 |
| 50 | 35 | | 1.8334 | 0.1334 | 0.1636 | 1.1994 | 2.4675 | 1.2681 | 1.0780 | 2.5889 | 1.5109 | | 0.9632 | 0.0632 | 0.0217 | 0.7077 | 1.2187 | 0.5110 | 0.6588 | 1.2676 | 0.6088 | 45 | | 1.8020 | 0.1020 | 0.1246 | 1.2391 | 2.3649 | 1.1257 | 1.1313 | 2.4727 | 1.3413 | | 0.9494 | 0.0494 | 0.0158 | 0.7344 | 1.1645 | 0.4301 | 0.6932 | 1.2057 | 0.5125 | 50 | | 1.7859 | 0.0859 | 0.1112 | 1.2500 | 2.3219 | 1.0718 | 1.1474 | 2.4245 | 1.2771 | | 0.9416 | 0.0416 | 0.0139 | 0.7415 | 1.1417 | 0.4002 | 0.7032 | 1.1800 | 0.4768 |
| 100 | 70 | | 1.8003 | 0.1003 | 0.0931 | 1.3617 | 2.2389 | 0.8772 | 1.2777 | 2.3229 | 1.0452 | | 0.9242 | 0.0242 | 0.0113 | 0.7506 | 1.0977 | 0.3471 | 0.7174 | 1.1309 | 0.4135 | 90 | | 1.8112 | 0.1112 | 0.0777 | 1.4112 | 2.2112 | 0.8000 | 1.3346 | 2.2878 | 0.9532 | | 0.9324 | 0.0324 | 0.0095 | 0.7838 | 1.0811 | 0.2973 | 0.7553 | 1.1096 | 0.3542 | 100 | | 1.8208 | 0.1208 | 0.0743 | 1.4336 | 2.2079 | 0.7743 | 1.3595 | 2.2821 | 0.9226 | | 0.9377 | 0.0377 | 0.0087 | 0.7978 | 1.0777 | 0.2799 | 0.7710 | 1.1045 | 0.3335 |
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