03860-spc 应用表格-spc Average and Range Control Chart.xls

average and range control chart date9/89/99/109/119/129/139/149/159/169/179/189/199/20 n12345678910111213 x114.76 14.9514.514.91 14.73 15.09 15.3414.814.67 15.27 15.34 14.8415.4 x214.82 14.91 15.05 14.87 15.36 15.19 15.39 14.94 15.08 14.61 14.841515.03 x314.88 15.09 15.09 15.46 14.67 15.07 14.82 15.15 14.881515.32 15.13 15.05 x414.83 14.99 14.72 15.01 14.9115.315.32 14.69 15.14 14.84 14.81 14.68 15.03 x515.23 15.13 14.97 14.99 15.25 14.98 15.23 14.93 14.78 14.94 15.17 14.91 15.18 xbar14.82 14.99 14.84 15.06 14.92 15.16 15.22 14.90 14.94 14.93 15.08 14.91 15.13 range0.470.220.590.590.690.320.570.460.470.660.530.450.37 average 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 14.50 14.60 14.70 14.80 14.90 15.00 15.10 15.20 15.30 15.40 15.50 range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.20 0.40 0.60 0.80 1.00 1.20 uclxbar15.25 15.25 15.25 15.25 15.25 15.25 15.25 15.25 15.25 15.25 15.25 15.25 15.25 xdbar14.96 14.96 14.96 14.96 14.96 14.96 14.96 14.96 14.96 14.96 14.96 14.96 14.96 lclxbar14.68 14.68 14.68 14.68 14.68 14.68 14.68 14.68 14.68 14.68 14.68 14.68 14.68 uclr1.041.041.041.041.041.041.041.041.041.041.041.041.04 rbar0.490.490.490.490.490.490.490.490.490.490.490.490.49 lclr0.000.000.000.000.000.000.000.000.000.000.000.000.00 na2d4d3 21.883.270 31.022.570 40.732.280 50.582.110 rdlcl rducl raxlcl raxucl 3r 4r 2 x 2 x = = -= += range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.20 0.40 0.60 0.80 1.00 1.20 subgroup size = 5 9/219/229/239/249/25date 141516171819202122232425n 14.514.81 14.82 14.8914.9x1 14.77 15.01 15.0114.915.29x2 15.22 14.65 14.8214.815.14x3 14.715.13 14.8314.415.2x4 14.815.121514.8814.7x5 14.80 14.90 14.87 14.75 15.13xbar 0.720.480.190.500.59range uclxbar 15.25 xdbar 14.96 lclxbar 14.68 uclr 1.04 rbar 0.49 average 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 14.50 14.60 14.70 14.80 14.90 15.00 15.10 15.20 15.30 15.40 15.50 range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.20 0.40 0.60 0.80 1.00 1.20 15.25 15.25 15.25 15.25 15.25 15.25 15.25 15.25 15.25 15.25 15.25 15.25uclxbar 14.96 14.96 14.96 14.96 14.96 14.96 14.96 14.96 14.96 14.96 14.96 14.96xdbar 14.68 14.68 14.68 14.68 14.68 14.68 14.68 14.68 14.68 14.68 14.68 14.68lclxbar 1.041.041.041.041.041.041.041.041.041.041.041.04uclr 0.490.490.490.490.490.490.490.490.490.490.490.49rbar 0.000.000.000.000.000.000.000.000.000.000.000.00lclr change the rounding formulas to adjust scales max xbar15.2216.00round updisclaimer: min xbar14.7514.00round downthis control chart is for teaching purposes only. max r0.720.80round upit could be used to establish control limits. min r00round to zeroit is not meant for sustained use. please seek out a dedicated spc software package. range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.20 0.40 0.60 0.80 1.00 1.20 average and sigma control chart date9/89/99/109/119/129/139/149/159/169/179/189/199/20 n12345678910111213 x114.76 14.9514.514.91 14.73 15.09 15.3414.814.67 15.27 15.34 14.8415.4 x214.82 14.91 15.05 14.87 15.36 15.19 15.39 14.94 15.08 14.61 14.841515.03 x314.88 15.09 15.09 15.46 14.67 15.07 14.82 15.15 14.881515.32 15.13 15.05 x414.83 14.99 14.72 15.01 14.9115.315.32 14.69 15.14 14.84 14.81 14.68 15.03 x515.23 15.13 14.97 14.99 15.25 14.98 15.23 14.93 14.78 14.94 15.17 14.91 15.18 x614.76 14.9514.514.91 14.73 15.09 15.3414.814.67 15.27 15.34 14.8415.4 x714.82 14.91 15.05 14.87 15.36 15.19 15.39 14.94 15.08 14.61 14.84 14.84 15.03 x814.88 15.09 15.09 15.46 14.67 15.07 14.82 15.15 14.88 14.88 15.32 15.13 15.05 x914.83 14.99 14.72 15.01 14.9115.315.32 14.69 15.14 14.84 14.81 14.68 15.03 x1015.23 15.13 14.97 14.99 15.25 14.98 15.23 14.93 14.78 14.94 15.17 14.91 15.18 x11 x12 x13 x14 x15 x16 x17 x18 x19 x20 x21 x22 x23 x24 x25 xbar14.90 15.01 14.87 15.05 14.98 15.13 15.22 14.90 14.91 14.92 15.10 14.90 15.14 sigma0.180.090.240.220.290.120.220.160.190.230.240.160.15 average 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 14.50 14.60 14.70 14.80 14.90 15.00 15.10 15.20 15.30 15.40 15.50 uclxbar15.16 15.16 15.16 15.16 15.16 15.16 15.16 15.16 15.16 15.16 15.16 15.16 15.16 xdbar14.97 14.97 14.97 14.97 14.97 14.97 14.97 14.97 14.97 14.97 14.97 14.97 14.97 lclxbar14.78 14.78 14.78 14.78 14.78 14.78 14.78 14.78 14.78 14.78 14.78 14.78 14.78 ucls0.330.330.330.330.330.330.330.330.330.330.330.330.33 sbar0.190.190.190.190.190.190.190.190.190.190.190.190.19 lcls0.050.050.050.050.050.050.050.050.050.050.050.050.05 a3b4b3 na3b4b30.981.720.28 22.663.270 31.952.570 41.632.270 51.432.090 61.291.970.03 71.181.880.12 81.11.820.18 91.031.760.24 100.981.720.280.981.720.28 110.931.680.32 120.891.650.35 130.851.620.38 140.821.590.41 150.791.570.43 160.761.550.45 sigma 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 sblcl sbucl saxlcl saxucl 3s 4s 3 x 3 x = = -= += average 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 14.50 14.60 14.70 14.80 14.90 15.00 15.10 15.20 15.30 15.40 15.50 170.731.530.47 180.711.510.49 190.691.50.5 200.681.490.51 210.661.480.52 220.641.470.53 230.631.460.54 240.621.450.55 250.611.440.56 subgroup size = 10 9/219/229/239/249/25date 141516171819202122232425n 14.514.81 14.82 14.8914.9x1 14.77 15.01 15.0114.915.29x2 15.22 14.65 14.8214.815.14x3 14.715.13 14.8314.415.2x4 14.815.12 15.12 14.8814.7x5 14.514.81 14.82 14.8914.9x6 14.77 15.01 15.0114.915.29x7 15.22 14.65 14.8214.815.14x8 14.715.13 14.8314.415.2x9 14.815.12 15,23 14.8814.7x10 x11 x12 x13 x14 x15 x16 x17 x18 x19 x20 x21 x22 x23 x24 x25 14.80 14.94 14.90 14.77 15.05xbar 0.250.200.120.200.23sigma uclxbar 15.16 xdbar 14.97 lclxbar 14.78 average 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 14.50 14.60 14.70 14.80 14.90 15.00 15.10 15.20 15.30 15.40 15.50 ucls 0.33 sbar 0.19 15.16 15.16 15.16 15.16 15.16 15.16 15.16 15.16 15.16 15.16 15.16 15.16uclxbar 14.97 14.97 14.97 14.97 14.97 14.97 14.97 14.97 14.97 14.97 14.97 14.97xdbar 14.78 14.78 14.78 14.78 14.78 14.78 14.78 14.78 14.78 14.78 14.78 14.78lclxbar 0.330.330.330.330.330.330.330.330.330.330.330.33ucls 0.190.190.190.190.190.190.190.190.190.190.190.19sbar 0.050.050.050.050.050.050.050.050.050.050.050.05lcls disclaimer: this control chart is for teaching purposes only. it could be used to establish control limits. it is not meant for sustained use. please seek out a dedicated spc software package. average 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 14.50 14.60 14.70 14.80 14.90 15.00 15.10 15.20 15.30 15.40 15.50 sigma 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 individual and moving range control chart date9/89/99/109/119/129/139/149/159/169/179/189/199/20 n12345678910111213 x14.76 14.9514.514.91 14.73 15.09 15.3414.814.67 15.27 15.34 14.8415.4 mr0.190.450.410.180.360.250.540.130.600.070.500.56 uclx15.78 15.78 15.78 15.78 15.78 15.78 15.78 15.78 15.78 15.78 15.78 15.78 15.78 individual 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 13.5 14 14.5 15 15.5 16 moving range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.20 0.40 0.60 0.80 1.00 1.20 xbar14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 lclx14.05 14.05 14.05 14.05 14.05 14.05 14.05 14.05 14.05 14.05 14.05 14.05 14.05 uclmr1.071.071.071.071.071.071.071.071.071.071.071.071.07 mr0.330.330.330.330.330.330.330.330.330.330.330.330.33 lclmr0.000.000.000.000.000.000.000.000.000.000.000.000.00 ne2d4d3 22.663.270 31.772.570 41.462.280 rmexlcl xlinecenter rmexucl 2x 2x -= = += rmdlcl rmlinecenter rmducl 3mr 4mr = = = range span = 2 9/219/229/239/249/25date 141516171819202122232425n 14.514.81 14.82 14.8914.9x 0.900.310.010.070.01mr uclx 15.78 xbar 14.92 lclx 14.05 uclmr 1.07 mr 0.33 15.78 15.78 15.78 15.78 15.78 15.78 15.78 15.78 15.78 15.78 15.78 15.78uclx individual 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 13.5 14 14.5 15 15.5 16 moving range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.20 0.40 0.60 0.80 1.00 1.20 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92xbar 14.05 14.05 14.05 14.05 14.05 14.05 14.05 14.05 14.05 14.05 14.05 14.05lclx 1.071.071.071.071.071.071.071.071.071.071.071.07uclmr 0.330.330.330.330.330.330.330.330.330.330.330.33mr 0.000.000.000.000.000.000.000.000.000.000.000.00lclmr disclaimer: this control chart is for teaching purposes only. it could be used to establish control limits. it is not meant for sustained use. please seek out a dedicated spc software package. median and range control chart date9/89/99/109/119/129/139/149/159/169/179/189/199/20 n12345678910111213 x114.76 14.9514.514.91 14.73 15.09 15.3414.814.67 15.27 15.34 14.8415.4 x214.82 14.91 15.05 14.87 15.36 15.19 15.39 14.94 15.08 14.61 14.841515.03 x314.88 15.09 15.09 15.46 14.67 15.07 14.82 15.15 14.881515.32 15.13 15.05 x414.83 14.99 14.72 15.01 14.9115.315.32 14.69 15.14 14.84 14.81 14.68 15.03 x515.23 15.13 14.97 14.99 15.25 14.98 15.23 14.93 14.78 14.94 15.17 14.91 15.18 median 14.83 14.99 14.97 14.99 14.91 15.09 15.32 14.93 14.88 14.94 15.17 14.91 15.05 range0.470.220.590.590.690.320.570.460.470.660.530.450.37 median 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 14.00 14.20 14.40 14.60 14.80 15.00 15.20 15.40 15.60 15.80 16.00 range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.20 0.40 0.60 0.80 1.00 1.20 uclmedian15.32 15.32 15.32 15.32 15.32 15.32 15.32 15.32 15.32 15.32 15.32 15.32 15.32 xbarmedian14.98 14.98 14.98 14.98 14.98 14.98 14.98 14.98 14.98 14.98 14.98 14.98 14.98 lclmedian14.64 14.64 14.64 14.64 14.64 14.64 14.64 14.64 14.64 14.64 14.64 14.64 14.64 uclr1.041.041.041.041.041.041.041.041.041.041.041.041.04 rbar0.490.490.490.490.490.490.490.490.490.490.490.490.49 lclr0.000.000.000.000.000.000.000.000.000.000.000.000.00 na2d4d3 21.883.270 31.192.570 40.802.280 50.692.110 rdlcl rducl ra x lcl ra x ucl 3 r 4r 2 x 2 x = = -= += range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.20 0.40 0.60 0.80 1.00 1.20 subgroup size = 5 9/219/229/239/249/25date 141516171819202122232425n 14.514.81 14.82 14.8914.9x1 14.77 15.01 15.0114.915.29x2 15.22 14.65 14.8214.815.14x3 14.715.13 14.8314.415.2x4 14.815.121514.8814.7x5 14.77 15.01 14.83 14.88 15.14median 0.720.480.190.500.59range uclmedian 15.32 xbarmedian 14.98 lclmedian 14.64 uclr 1.04 rbar 0.49 median 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 14.00 14.20 14.40 14.60 14.80 15.00 15.20 15.40 15.60 15.80 16.00 range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.20 0.40 0.60 0.80 1.00 1.20 15.32 15.32 15.32 15.32 15.32 15.32 15.32 15.32 15.32 15.32 15.32 15.32uclmedian 14.98 14.98 14.98 14.98 14.98 14.98 14.98 14.98 14.98 14.98 14.98 14.98 xbarmedian 14.64 14.64 14.64 14.64 14.64 14.64 14.64 14.64 14.64 14.64 14.64 14.64lclmedian 1.041.041.041.041.041.041.041.041.041.041.041.04uclr 0.490.490.490.490.490.490.490.490.490.490.490.49rbar 0.000.000.000.000.000.000.000.000.000.000.000.00lclr disclaimer: this control chart is for teaching purposes only. it could be used to establish control limits. it is not meant for sustained use. please seek out a dedicated spc software package. range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/25 0.00 0.20 0.40 0.60 0.80 1.00 1.20 moving average and moving range control chart date9/89/99/109/119/129/139/149/159/169/179/189/199/20 n12345678910111213 average 14.76 14.9514.514.91 14.73 15.09 15.3414.814.67 15.27 15.34 14.8415.4 maverage14.86 14.73 14.71 14.82 14.91 15.22 15.07 14.74 14.97 15.31 15.09 15.12 mrange0.190.450.410.180.360.250.540.130.600.070.500.56 moving average 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/259/26 13.50 14.00 14.50 15.00 15.50 16.00 moving range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/259/26 0.00 0.20 0.40 0.60 0.80 1.00 1.20 uclma15.51 15.51 15.51 15.51 15.51 15.51 15.51 15.51 15.51 15.51 15.51 15.51 15.51 mxdbara14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 lclma14.33 14.33 14.33 14.33 14.33 14.33 14.33 14.33 14.33 14.33 14.33 14.33 14.33 uclmr1.031.031.031.031.031.031.031.031.031.031.031.031.03 mrbar0.320.320.320.320.320.320.320.320.320.320.320.320.32 lclmr0.000.000.000.000.000.000.000.000.000.000.000.000.00 na2d4d3 21.883.270 31.022.570 40.732.280 rmdlcl rmducl rmaxmlcl rmaxmucl 3mr 4mr 2xm 2xm = = -= += range span = 2 9/219/229/239/249/259/26date 141516171819202122232425n 14.514.81 14.82 14.8914.914.77average 14.95 14.66 14.82 14.86 14.90 14.84maverage 0.900.310.010.070.010.13mrange uclma 15.51 xdbarma 14.92 lclma 14.33 uclmr 1.03 mrange 0.32 moving average 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/259/26 13.50 14.00 14.50 15.00 15.50 16.00 moving range 9/89/99/109/119/129/139/149/159/169/179/189/199/209/219/229/239/249/259/26 0.00 0.20 0.40 0.60 0.80 1.00 1.20 15.51 15.51 15.51 15.51 15.51 15.51 15.51 15.51 15.51 15.51 15.51 15.51uclma 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 14.92 mxdbara 14.33 14.33 14.33 14.33 14.33 14.33 14.33 14.33 14.33 14.33 14.33 14.33lclma 1.031.031.031.031.031.031.031.031.031.031.031.03uclmr 0.320.320.320.320.320.320.320.320.320.320.320.32mrange 0.000.000.000.000.000.000.000.000.000.000.000.00lclmr disclaimer: this control chart is for teaching purposes only. it could be used to establish control limits. it is not meant for sustained use. please seek out a dedicated spc software package. p control chart date9/89/99/10 9/11 9/12 9/13 9/14 9/15 9/16 9/17 9/18 9/19 9/20 9/21 9/22 9/23 9/24 n1234567891011121314151617 x7678458265758563655473543376654341 n200200200200200200200200200200200200200200200200200 p0.38 0.39 0.23 0.41 0.33 0.38 0.43 0.32 0.33 0.27 0.37 0.27 0.17 0.38 0.33 0.22 0.21 uclp0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 pbar 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 lclp0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 p 1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 k21 kk2211 n.nn pn.pnpn p + + = n )p1(p 3plcl n )p1(p 3pucl p p - -= - += 9/25 9/26 9/27 9/28 9/29 9/30 10/1 10/29/89/99/10 9/11 9/12 9/13 9/14 9/15 9/16 9/17 9/18 18192021222324252627282930313233343536 77546376565462567676635457686347635473 200200200200200200200200200200200200200200200200200200200 0.39 0.27 0.32 0.38 0.28 0.27 0.31 0.28 0.38 0.38 0.32 0.27 0.29 0.34 0.32 0.24 0.32 0.27 0.37 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 p 1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 9/19 9/20 9/21 9/22 9/23 9/24 9/25 9/26 9/27date 3738394041424344454647484950n 644563676541766463x 200200200200200200200200200n 0.32 0.23 0.32 0.34 0.33 0.21 0.38 0.32 0.32p uclp 0.41 pbar 0.31 lclp 0.21 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41 0.41uclp 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31pbar 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21 0.21lclp disclaimer: this control chart is for teaching purposes only. it could be used to establish control limits. it is not meant for sustained use. please seek out a dedicated spc software package. p 1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 u control chart date9/89/99/10 9/11 9/12 9/13 9/14 9/15 9/16 9/17 9/18 9/19 9/20 9/21 9/22 9/23 9/24 n1234567891011121314151617 x7678458265758563655473543376654341 n200200200200200200200200200200200200200200200200200 u0.38 0.39 0.23 0.41 0.33 0.38 0.43 0.32 0.33 0.27 0.37 0.27 0.17 0.38 0.33 0.22 0.21 uclu0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 ubar 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 lclu0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 nbar 200200200200200200200200200200200200200200200200200 u 1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 k21 k21 n.nn c.cc u + + = n u 3ulcl n u 3uucl u u -= += 9/25 9/26 9/27 9/28 9/29 9/30 10/1 10/29/89/99/10 9/11 9/12 9/13 9/14 9/15 9/16 9/17 9/18 18192021222324252627282930313233343536 77546376565462567676635457686347635473 200200200200200200200200200200200200200200200200200200200 0.39 0.27 0.32 0.38 0.28 0.27 0.31 0.28 0.38 0.38 0.32 0.27 0.29 0.34 0.32 0.24 0.32 0.27 0.37 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 0.19 200200200200200200200200200200200200200200200200200200200 u 1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 9/19 9/20 9/21 9/22 9/23 9/24 9/25 9/26 9/27date 3738394041424344454647484950n 644563676541766463x 200200200200200200200200200n 0.32 0.23 0.32 0.34 0.33 0.21 0.38 0.32 0.32u uclu 0.43 0.31 lclu 0.19 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43 0.43uclu 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31 0.31ubar 0.19 0.19 0