Table 15 95% Interval Estimates for Parameters under \(\tau = 20\) (Electrical Appliance Lifetimes).
m | Parameter | Asymptotic | Boot-p | Boot-t | HPD (RMHMC) | Length (Asy) | Length (Boot-p) | Length (Boot-t) | Length (HPD) |
|---|---|---|---|---|---|---|---|---|---|
50 | \(\lambda\) | [1.89, 2.71] | [1.85, 2.78] | [1.87, 2.73] | [1.94, 2.64] | 0.82 | 0.93 | 0.86 | 0.70 |
\(\beta\) | [0.71, 0.93] | [0.69, 0.96] | [0.70, 0.94] | [0.73, 0.90] | 0.22 | 0.27 | 0.24 | 0.17 | |
\(\zeta\) | [1.05, 1.37] | [1.02, 1.41] | [1.04, 1.39] | [1.08, 1.33] | 0.32 | 0.39 | 0.35 | 0.25 | |
\(\phi\) | [1.42, 1.78] | [1.38, 1.83] | [1.40, 1.80] | [1.45, 1.74] | 0.36 | 0.45 | 0.40 | 0.29 | |
40 | \(\lambda\) | [1.82, 2.84] | [1.76, 2.93] | [1.79, 2.88] | [1.88, 2.76] | 1.02 | 1.17 | 1.09 | 0.88 |
\(\beta\) | [0.68, 0.98] | [0.65, 1.02] | [0.67, 0.99] | [0.71, 0.94] | 0.30 | 0.37 | 0.32 | 0.23 | |
\(\zeta\) | [1.01, 1.43] | [0.97, 1.49] | [0.99, 1.46] | [1.05, 1.38] | 0.42 | 0.52 | 0.47 | 0.33 | |
\(\phi\) | [1.37, 1.85] | [1.32, 1.92] | [1.35, 1.88] | [1.41, 1.80] | 0.48 | 0.60 | 0.53 | 0.39 | |
30 | \(\lambda\) | [1.74, 2.98] | [1.66, 3.11] | [1.71, 3.03] | [1.81, 2.89] | 1.24 | 1.45 | 1.32 | 1.08 |
\(\beta\) | [0.64, 1.04] | [0.60, 1.10] | [0.62, 1.06] | [0.68, 0.99] | 0.40 | 0.50 | 0.44 | 0.31 | |
\(\zeta\) | [0.96, 1.52] | [0.91, 1.60] | [0.94, 1.55] | [1.00, 1.46] | 0.56 | 0.69 | 0.61 | 0.46 | |
\(\phi\) | [1.31, 1.95] | [1.25, 2.04] | [1.29, 1.98] | [1.36, 1.88] | 0.64 | 0.79 | 0.69 | 0.52 |