Research Article
Statistical Inference of Reliability Parameter for the Skew-Normal Distribution under Progressive Type-II Censored Samples
Table 4
Compute MSE (bias) of the estimations and the average confidence length (coverage percentage), set
.
| | | MLE | UMVUE | Bayes | CI |
| | | 0.0110 | 0.0118 | 0.0102 | 0.3942 | (0.0029) | (0.0019) | (−0.0070) | (0.9432) | | 0.0111 | 0.0114 | 0.0100 | 0.3961 | (0.0024) | (−0.0025) | (−0.0059) | (0.9523) | | 0.0112 | 0.0121 | 0.0104 | 0.3935 | (−0.0044) | (0.0006) | (−0.0089) | (0.9486) | | 0.0107 | 0.0117 | 0.0098 | 0.3932 | (−0.0015) | (0.0035) | (-0.0062) | (0.9510) | | 0.0108 | 0.0120 | 0.0101 | 0.3940 | (−0.0033) | (0.0017) | (−0.0077) | (0.9426) | | 0.0114 | 0.0120 | 0.0105 | 0.3927 | (0.0002) | (0.0050) | (−0.0049) | (0.9421) | | | 0.0092 | 0.0101 | 0.0092 | 0.3731 | (0.0110) | (0.0119) | (0.0148) | (0.9558) | | 0.0096 | 0.0106 | 0.0089 | 0.3723 | (0.0073) | (0.0002) | (0.0144) | (0.9526) | | 0.0092 | 0.0102 | 0.0091 | 0.3729 | (0.0090) | (0.0020) | (0.0163) | (0.9571) | | 0.0094 | 0.0107 | 0.0092 | 0.3727 | (0.0072) | (0.0004) | (0.0147) | (0.9514) | | 0.0094 | 0.0102 | 0.0088 | 0.3722 | (0.0084) | (0.0015) | (0.0154) | (0.9556) | | 0.0103 | 0.0109 | 0.0099 | 0.3717 | (0.0077) | (0.0002) | (0.0147) | (0.9421) | | | 0.0123 | 0.0134 | 0.0111 | 0.4012 | (−0.0030) | (−0.0003) | (−0.0053) | (0.9401) | | 0.0131 | 0.0143 | 0.0119 | 0.4014 | (−0.0054) | (−0.0024) | (0.0075) | (0.9330) | | 0.0109 | 0.0120 | 0.0106 | 0.4018 | (0.0004) | (−0.0021) | (−0.0035) | (0.9492) | | 0.0113 | 0.0125 | 0.0105 | 0.4017 | (0.0025) | (−0.0004) | (0.0050) | (0.9517) | | 0.0123 | 0.0135 | 0.0115 | 0.4012 | (−0.0027) | (0.0003) | (−0.0058) | (0.9403) | | 0.0116 | 0.0131 | 0.0109 | 0.4020 | (−0.0043) | (0.0023) | (−0.0070) | (0.9602) |
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