Table 6 For sensitivity analysis, run length outcomes of Bayesian chart applying SELF for covariate model considering ME, with different values of smoothing constant and sample sizes.
From: Monitoring the process mean under the Bayesian approach with application to hard bake process
Shift | \(\lambda\) = 0.25, n = 5 | \(\lambda\) = 0.25, n = 8 | \(\lambda\) = 0.30, n = 5 | \(\lambda\) = 0.30, n = 8 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
No ME | ME = 0.5 | ME = 1 | No ME | ME = 0.5 | ME = 1 | No ME | ME = 0.5 | ME = 1 | No ME | ME = 0.5 | ME = 1 | |
ARL (SDR) | ARL (SDRL) | ARL (SDRL) | ARL (SDRL) | ARL (SDRL) | ARL (SDRL) | ARL (SDRL) | ARL (SDRL) | ARL (SDRL) | ARL (SDRL) | ARL (SDRL) | ARL (SDRL) | |
0.0 | 370.49 (351.77) | 368.89 (346.62) | 370.55 (360.14) | 370.63 (351.81) | 370.54 (350.71) | 369.17 (345.15) | 369.05 (342.08) | 369.81 (346.43) | 370.72 (349.40) | 370.29 (349.32) | 370.05 (347.34) | 370.68 (346.66) |
0.10 | 79.38 (54.28) | 99.35 (70.42) | 118.29 (87.35) | 61.29 (40.38) | 76.53 (51.73) | 91.48 (63.62) | 80.24 (52.92) | 101.36 (69.91) | 119.98 (86.90) | 62.62 (38.78) | 79.15 (50.76) | 93.98 (62.42) |
0.20 | 32.25 (20.78) | 42.59 (27.23) | 51.81 (33.30) | 23.20 (15.26) | 31.21 (20.00) | 37.97 (24.24) | 34.25 (20.55) | 44.30 (26.88) | 52.88 (32.65) | 24.71 (15.04) | 32.86 (19.59) | 39.92 (23.89) |
0.30 | 17.36 (11.51) | 23.84 (15.35) | 29.90 (18.74) | 11.72 (8.01) | 16.63 (10.94) | 20.86 (13.60) | 18.55 (11.38) | 25.07 (15.12) | 31.21 (18.36) | 12.82 (8.05) | 17.79 (10.99) | 22.68 (13.44) |
0.40 | 10.52 (7.11) | 15.03 (9.89) | 19.16 (12.19) | 6.91 (4.71) | 9.96 (6.71) | 12.86 (8.51) | 11.49 (7.20) | 16.02 (9.76) | 20.48 (12.11) | 7.60 (4.84) | 11.00 (6.89) | 14.19 (8.62) |
0.50 | 7.05 (4.70) | 10.16 (6.70) | 13.29 (8.51) | 4.59 (3.01) | 6.59 (4.44) | 8.58 (5.69) | 7.76 (4.88) | 11.12 (6.90) | 14.34 (8.62) | 5.06 (3.20) | 7.44 (4.63) | 9.66 (5.91) |
0.60 | 5.06 (3.32) | 7.41 (4.84) | 9.62 (6.22) | 3.29 (2.08) | 4.77 (3.09) | 6.25 (4.08) | 5.59 (3.44) | 8.08 (4.98) | 10.55 (6.33) | 3.64 (2.22) | 5.32 (3.27) | 7.01 (4.25) |
0.70 | 3.79 (2.38) | 5.54 (3.54) | 7.34 (4.71) | 2.52 (1.49) | 3.57 (2.24) | 4.69 (2.98) | 4.29 (2.55) | 6.17 (3.67) | 8.13 (4.84) | 2.76 (1.60) | 4.04 (2.43) | 5.34 (3.18) |
0.80 | 3.04 (1.83) | 4.39 (2.71) | 5.83 (3.66) | 2.03 (1.14) | 2.87 (1.71) | 3.76 (2.32) | 3.38 (1.92) | 4.89 (2.83) | 6.44 (3.77) | 2.21 (1.21) | 3.19 (1.81) | 4.21 (2.42) |
0.90 | 2.51 (1.44) | 3.62 (2.14) | 4.71 (2.84) | 1.69 (0.86) | 2.36 (1.35) | 3.05 (1.77) | 2.78 (1.53) | 4.00 (2.24) | 5.25 (2.98) | 1.84 (0.93) | 2.62 (1.42) | 3.45 (1.90) |
1.0 | 2.11 (1.15) | 3.02 (1.70) | 3.95 (2.28) | 1.48 (0.69) | 2.00 (1.08) | 2.57 (1.44) | 2.34 (1.22) | 3.36 (1.80) | 4.40 (2.39) | 1.59 (0.75) | 2.22 (1.16) | 2.89 (1.52) |
1.5 | 1.24 (0.47) | 1.67 (0.74) | 2.11 (0.99) | 1.04 (0.20) | 1.20 (0.43) | 1.45 (0.62) | 1.34 (0.54) | 1.84 (0.79) | 2.32 (1.03) | 1.06 (0.24) | 1.29 (0.50) | 1.62 (0.68) |
2.0 | 1.03 (0.17) | 1.20 (0.42) | 1.47 (0.59) | 1.00 (0.02) | 1.02 (0.14) | 1.10 (0.31) | 1.05 (0.22) | 1.30 (0.48) | 1.61 (0.62) | 1.00 (0.04) | 1.03 (0.19) | 1.17 (0.38) |
2.5 | 1.00 (0.03) | 1.03 (0.19) | 1.16 (0.37) | 1.00 (0.00) | 1.00 (0.02) | 1.01 (0.10) | 1.00 (0.05) | 1.07 (0.25) | 1.24 (0.44) | 1.00 (0.00) | 1.00 (0.04) | 1.02 (0.05) |
3 | 1.00 (0.00) | 1.00 (0.06) | 1.03 (0.19) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.02) | 1.00 (0.00) | 1.00 (0.09) | 1.07 (0.25) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.03) |