Research Article

Statistical Inference of Stress-Strength Reliability of Gompertz Distribution under Type II Censoring

Table 1

The bias and MSE values (MSE in parentheses) of estimators for .

PriorMLELindleyMCMCMC

10101010Conjugate0.011339 (0.015528)0.010107 (0.012152)0.010295 (0.012573)0.006669 (0.006495)
Jeffreys0.010822 (0.014271)0.011231 (0.014295)0.007375 (0.007236)
98Conjugate0.009474 (0.021751)0.003927 (0.016272)0.007728 (0.016904)0.005395 (0.008246)
Jeffreys0.004289 (0.019732)0.007793 (0.019736)0.004971 (0.009175)
88Conjugate-0.000753 (0.021541)-0.000852 (0.016715)-0.000681 (0.017157)-0.000596 (0.008737)
Jeffreys-0.000815 (0.019670)-0.000749 (0.019676)-0.000502 (0.008889)

10301030Conjugate-0.015306 (0.010153)0.010855 (0.008091)-0.006733 (0.008151)-0.005904 (0.004985)
Jeffreys0.009125 (0.009500)-0.006959 (0.009400)-0.006247 (0.005666)
928Conjugate-0.003033 (0.009196)0.024440 (0.007826)0.004501 (0.007476)0.002187 (0.004340)
Jeffreys0.024301 (0.009185)0.006082 (0.008662)0.003254 (0.004896)
827Conjugate-0.017882 (0.016928)0.015887 (0.013174)-0.006873 (0.013339)-0.005408 (0.007667)
Jeffreys0.013523 (0.015708)-0.007212 (0.015539)-0.006585 (0.008730)

30303030Conjugate0.007389 (0.004586)0.007087 (0.004188)0.007466 (0.004211)0.006229 (0.003175)
Jeffreys0.007269 (0.004444)0.007113 (0.004477)0.006013 (0.003299)
2927Conjugate0.000869 (0.004186)-0.000089 (0.003779)0.000583 (0.003835)0.001015 (0.002807)
Jeffreys-0.000090 (0.004044)0.000408 (0.004046)0.001044 (0.002948)
2727Conjugate-0.002992 (0.005576)-0.002802 (0.005017)-0.002798 (0.005059)-0.002345 (0.003726)
Jeffreys-0.002939 (0.005384)-0.002854 (0.005423)-0.002606 (0.003900)