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. 2021 May 18;49(11):2870–2890. doi: 10.1080/02664763.2021.1928013

Table 1.

ARL0 values for the T2 and MEWMA control charts (t-distribution with different degrees of freedom).

  ν
ARL0 T2 5 8 10 15 20 30 40 50 100 1000
ϕ = 0                    
Ttotal2 40.57 63.34 78.61 104.34 119.92 141.59 157.11 162.77 178.58 198.37
Tstage22 79.59 126.70 155.50 206.17 240.81 285.63 305.92 325.68 358.68 389.368
Tstage12 81.55 126.60 154.54 208.82 238.72 283.11 308.74 329.11 357.77 389.18
ϕ = 0.1                    
Ttotal2 40.71 64.13 79.07 104.96 120.96 142.16 154.78 163.02 178.90 198.94
Tstage22 81.43 126.31 155.81 208.57 242.53 287.05 312.87 335.89 361.68 394.95
Tstage12 81.55 126.60 154.54 209.82 240.72 285.11 310.74 332.11 359.77 395.18
ϕ = 0.5                    
Ttotal2 40.61 64.02 76.79 104.30 120.41 144.69 151.69 164.59 180.89 196.54
Tstage22 80.12 130.19 154.39 204.63 242.15 283.31 303.11 330.70 351.18 391.36
Tstage12 79.68 128.82 153.30 208.46 242.45 284.01 306.85 332.89 355.11 393.93
ϕ = 0.9                    
Ttotal2 27.34 40.22 64.33 76.30 102.75 121.43 143.74 157.29 162.79 179.59
Tstage22 54.22 80.04 125.83 155.69 204.39 239.42 284.57 311.89 332.92 371.61
Tstage12 54.75 79.94 127.54 154.73 204.97 239.86 284.35 310.56 330.89 368.56
  ν
ARL0 MEWMA 5 8 10 15 20 30 40 50 100 1000
ϕ = 0                    
MEWMAtotal 107.01 144.84 161.17 175.98 179.35 189.61 190.94 195.99 199.22 202.87
MEWMAstage2 213.71 290.70 314.42 345.08 360.99 380.71 381.98 381.12 389.28 397.89
MEWMAstage1 213.71 290.70 314.41 345.08 360.99 380.71 381.97 381.12 389.27 397.89
ϕ = 0.1                    
MEWMAtotal 107.01 144.84 161.17 175.98 179.35 189.61 191.93 195.993 199.22 204.87
MEWMAstage2 214.17 287.50 315.59 344.63 363.02 378.29 382.79 378.68 392.49 400.05
MEWMAstage1 213.71 290.70 314.41 345.08 360.99 380.71 381.97 381.12 389.27 397.89
ϕ = 0.5                    
MEWMAtotal 108.49 145.85 157.54 174.88 181.29 192.16 192.63 197.13 198.86 201.48
MEWMAstage2 216.33 288.82 312.00 342.65 357.86 380.20 381.85 385.88 392.52 396.11
MEWMAstage1 217.44 285.84 314.92 340.87 355.97 378.40 383.69 386.72 398.99 399.98
ϕ = 0.9                    
MEWMAtotal 108.43 144.43 157.47 173.54 179.31 188.33 193.94 194.59 198.09 201.59
MEWMAstage2 215.53 285.84 316.11 346.10 363.97 372.64 384.71 390.23 393.07 401.82
MEWMAstage1 214.17 281.50 315.58 344.62 363.02 373.29 382.79 388.67 392.48 398.82