Table 2 Average values of estimates and the corresponding MSEs
From: A new Weibull-X family of distributions: properties, characterizations and applications
Set 1: α= 0.5, θ= 0.2, γ= 1.5 | ||||||
|---|---|---|---|---|---|---|
n | MLEs | OLSEs | PEs | |||
Estimates | MSEs | Estimates | MSEs | Estimates | MSEs | |
30 | 0.243115 | 0.006933 | 0.500000 | 2.62247*10^-13 | 0.499999 | 1.20077*10^-12 |
0.038949 | 0.002646 | 0.200000 | 3.69762*10^-14 | 0.200000 | 1.69355*10^-13 | |
2.215720 | 0.011471 | 1.500000 | 2.42796*10^-12 | 1.500000 | 9.23321*10^-12 | |
100 | 0.243066 | 0.006983 | 0.500000 | 2.41978*10^-13 | 0.499999 | 1.17444*10^-12 |
0.038940 | 0.002669 | 0.200000 | 3.42612*10^-14 | 0.200000 | 1.6606*10^-13 | |
2.215470 | 0.011554 | 1.500000 | 2.23827*10^-12 | 1.500000 | 9.02771*10^-12 | |