Research Article
Improved Nonparametric Control Chart Based on Ranked Set Sampling with Application of Chemical Data Modelling
Table 4
RL characteristics of the RSS-based NP double EWMA SR (NPRDEWMA-SR) control chart under different distributions with nominal
and
.
| | (, L) | Distr. | Metrics | | | 0 | 0.025 | 0.03 | 0.05 | 0.075 | 0.1 | 0.15 | 0.2 | 0.25 | 0.5 | 0.75 | 1 | 1.5 | 2 |
| | (0.05, 2.975) | Normal | ARL | 501.58 | 117.13 | 87.78 | 38.34 | 20.01 | 12.54 | 6.29 | 3.82 | 2.65 | 1.13 | 1.00 | 1.00 | 1.00 | 1.00 | | | | SDRL | 562.31 | 119.81 | 85.90 | 32.90 | 16.02 | 9.69 | 4.80 | 2.88 | 1.80 | 0.40 | 0.07 | 0.00 | 0.00 | 0.00 |
| | | t(4) | ARL | 499.96 | 141.02 | 111.21 | 49.00 | 25.81 | 15.87 | 8.23 | 4.86 | 3.40 | 1.28 | 1.03 | 1.00 | 1.00 | 1.00 | | | | SDRL | 557.27 | 138.50 | 109.76 | 44.58 | 20.93 | 13.20 | 6.39 | 3.70 | 2.49 | 0.58 | 0.20 | 0.06 | 0.00 | 0.00 | | | t(8) | ARL | 500.13 | 129.01 | 97.70 | 44.00 | 22.64 | 14.15 | 7.04 | 4.32 | 2.95 | 1.19 | 1.01 | 1.00 | 1.00 | 1.00 | | | | SDRL | 555.79 | 131.18 | 96.12 | 39.73 | 18.28 | 12.03 | 6.25 | 3.23 | 2.13 | 0.49 | 0.11 | 0.01 | 0.00 | 0.00 | | | CN | ARL | 500.89 | 121.25 | 94.89 | 40.58 | 21.37 | 13.11 | 6.80 | 4.04 | 2.81 | 1.16 | 1.00 | 1.00 | 1.00 | 1.00 | | | | SDRL | 553.38 | 122.51 | 92.44 | 38.10 | 17.30 | 11.36 | 5.20 | 2.98 | 1.96 | 0.43 | 0.08 | 0.01 | 0.01 | 0.00 | | | Laplace | ARL | 498.94 | 79.00 | 57.70 | 25.40 | 13.63 | 8.20 | 4.18 | 2.60 | 1.92 | 1.06 | 1.00 | 1.00 | 1.00 | 1.00 | | | | SDRL | 565.29 | 73.18 | 52.35 | 20.65 | 11.00 | 7.02 | 3.07 | 1.79 | 1.19 | 0.25 | 0.06 | 0.00 | 0.01 | 0.00 | | | Logistic | ARL | 499.71 | 103.12 | 78.02 | 34.36 | 18.01 | 11.07 | 5.48 | 3.32 | 2.36 | 1.10 | 1.00 | 1.00 | 1.00 | 1.00 | | | | SDRL | 552.61 | 100.70 | 72.60 | 29.77 | 15.77 | 9.11 | 4.17 | 2.46 | 1.62 | 0.35 | 0.03 | 0.00 | 0.00 | 0.00 |
|
|
