Acceptance Sampling Tables12 Acceptance Sampling TablesN u m b e r o f s a m p l e u n i t s f r o m l a s t 10l o t s o r b a t c h e s A c c e p t a n c e Q u a l i t y L i m i t s20–2930–4950–7980–129130–199200–319320–499500–799800–12491250–19992000–31493150–49995000–79998000–1249912500–1999920000–3149931500 & O v e r ***************************************************************************************0001**0*002402482481424714240137132238**24714244067*24814244068111***24814254269115186181**24714244068110*13713223863105169******************024714244067110181**24814244968111*2481425426911518624714244068110181013713223963105237142540681101814714244268113181181169189813254272115142240681151812236631051772774063110181301471681051812974901151783011812770.0150.0250.0400.0650.100.150.250.400.651.01.52.54.06.5101525406510015025040065010000.010= D e n o t e s t h a t t h e n u m b e r o f s a m p l e u n i t s f r o m t h e l a s t t e n l o t s o r b a t c h e s i s n o t s u f f i c i e n t f o r r e d u c e d i n s p e c t i o n f o r t h i s A Q L . I s t h i s i n s t a n c e , m o r e t h a n t e n l o t s o r b a t c h e s m a y b e u s e d f o r t h e c a l c u l a t i o n , p r o v i d e d t h a t t h e l o t s o r b a t c h e s u s e d a r e t h e m o s t r e c e n t o n e s i n s e q u e n c e , t h a t t h e y h a v e a l l b e e n o n n o r m a l i n s p e c t i o n , a n d t h a t n o n e h a s b e e n r e j e c t e d w h i l e o n o r i g i n a l i n s p e c t i o n .*F i g u r e 1 A N S I /A S Q Z 1.4-2003 T a b l e V I I I : L i m i t n u m b e r s f o r r e d u c e d i n s p e c t i o n .Acceptance Sampling Tables3L o t o r b a t c h s i z e2916265191151281501120132011000135001150001500001t o t o t ot o t o t ot o t o t ot o t o t ot o t o a n d815255090150280500120032001000035000150000500000o v e r A A A A B B B B C C C C D D D S -1A A A B B B C C C D D D E E ES -2A A B B C C D D E E F F G G H S -3A A BC C DE E FG G HJ J K S -4A ABC C DE F GH J KL M NIA B CD E FG H JK L MN P QI I S p e c i a l i n s p e c t i o n l e v e l sG e n e r a l i n s p e c t i o n l e v e l sB C DE F GH J KL M NP Q RI I IF i g u r e 2 A N S I /A S Q Z 1.4-2003 T a b l e I : S a m p l e s i z e c o d e l e t t e r s .4 Acceptance SamplingTables= U s e t h e f i r s t s a m p l i n g p l a n b e l o w t h e a r r o w . I f s a m p l e s i z e e q u a l s , o r e x c e e d s , l o t s i z e , c a r r y o u t 100 p e r c e n t i n s p e c t i o n .= U s e t h e f i r s t s a m p l i n g p l a n a b o v e t h e a r r o w .= A c c e p t a n c e n u m b e r .= R e j e c t i o n n u m b e r .A c R e F i g u r e 3 A N S I /A S Q Z 1.4-2003 T a b l e I I -A : S i n g l e s a m p l i n g p l a n s f o r n o r m a l i n s p e c t i o n .Acceptance Sampling Tables5= U s e f i r s t s a m p l i n g p l a n b e l o w a r r o w . I f s a m p l e s i z e e q u a l s o r e x c e e d s l o t o r b a t c h s i z e , d o 100 p e r c e n t i n s p e c t i o n .= U s e f i r s t s a m p l i n g p l a n a b o v e a r r o w .= A c c e p t a n c e n u m b e r .= R e j e c t i o n n u m b e r .= U s e c o r r e s p o n d i n g s i n g l e s a m p l i n g p l a n .A c R e ✸= U s e c o r r e s p o n d i n g s i n g l e s a m p l i n g p l a n o r d o u b l e s a m p l i n g p l a n f o r c o d e l e t t e rB b e l o w .+F i g u r e 4 A N S I /A S Q Z 1.4-2003 T a b l e I I I -A : D o u b l e s a m p l i n g p l a n s f o r n o r m a l i n s p e c t i o n .6 Acceptance SamplingTables= U s e f i r s t s a m p l i n g p l a n b e l o w a r r o w (r e f e r t o c o n t i n u a t i o n o f t a b l e o n f o l l o w i n g p a g e , w h e n n e c e s s a r y ). I f s a m p l e s i z e e q u a l s o r e x c e e d s l o t o r b a t c h s i z e , d o 100 p e r c e n t i n s p e c t i o n .= U s e f i r s t s a m p l i n g p l a n a b o v e a r r o w .= U s e c o r r e s p o n d i n g s i n g l e s a m p l i n g p l a n .= U s e c o r r e s p o n d i n g d o u b l e s a m p l i n g p l a n o r m u l t i p l e s a m p l i n g p l a n f o r c o d e l e t t e r D b e l o w .✸++= A c c e p t a n c e n u m b e r .= R e j e c t i o n n u m b e r .= A c c e p t a n c e n o t p e r m i t t e d a t t h i s s a m p l e s i z e .= U s e c o r r e s p o n d i n g d o u b l e s a m p l i n g p l a n .A c R e ###F i g u r e 5 A N S I /A S Q Z 1.4-2003 T a b l e I V -A : M u l t i p l e s a m p l i n g p l a n s f o r n o r m a l i n s p e c t i o n .Acceptance Sampling Tables7= U s e f i r s t s a m p l i n g p l a n b e l o w a r r o w . I f s a m p l e s i z e e q u a l s o r e x c e e d s l o t o r b a t c h s i z e , d o 100 p e r c e n t i n s p e c t i o n .= A c c e p t a n c e n u m b e r .= R e j e c t i o n n u m b e r .A c R e = U s e f i r s t s a m p l i n g p l a n a b o v e a r r o w (r e f e r t o p r e c e d i n g p a g e , w h e n n e c e s s a r y ).= U s e c o r r e s p o n d i n g s i n g l e s a m p l i n g p l a n .= A c c e p t a n c e n o t p e r m i t t e d a t t h i s s a m p l e s i z e .✸#F i g u r e 5 C o n t i n u e d8 AcceptanceSamplingTables29162651911512814015011,2013,201 10,001 35,001 150,001 500,001tototototototototototototototoand8152550901502804005001,2003,20010,00035,000150,000500,000overBBBBBBBCCDEFGHHHBBBBBCDEEFGHIJKKBBBCDEFGGHIJKLMNBBCDEFGHIJKLMNPPCDEFGHIJJKLMNPPPS3S4I II III Lot SizeInspection LevelsSpecial GeneralFigure 6ANSI/ASQ Z1.9-2003 Table A-21: Sample size code letters.21 The theory governing inspection by variables depends on the properties of the normal distribution and, therefore, this method of inspection is only applicable when there is reason to believe that the frequency distribution is normal.2 Sample size code letters given in body of table are applicable when the indicated inspection levels are to be used.Acceptance Sampling Tables9All AQL values are in percent nonconforming. T denotes plan used exclusively on tightened inspection and provides symbol for identification of appropriate OC curve.Figure 7A NSI/ASQ Z1.9-2003 Table C-1: Master table for normal and tightened inspection for plans based on variability unknown (single specification limit—form 1).10 Acceptance Sampling TablesSample SizeQ U or Q L 0 .1 .2 .3 .31.32.33.34.35.36.37.38.3950.0047.2444.4641.6341.3541.0640.7740.4940.2039.9139.6239.3339.0350.0046.6743.3340.0039.6739.3339.0038.6738.3338.0037.6737.3337.0050.0046.4442.9039.3739.0238.6738.3237.9737.6237.2836.9336.5836.2350.0046.2642.5438.8738.5038.1437.7837.4237.0636.6936.3335.9835.6250.0046.1642.3538.6038.2337.8637.4937.1236.7536.3836.0235.6535.2950.0046.1042.2438.4438.0637.6937.3136.9436.5736.2035.8335.4635.1050.0046.0842.1938.3737.9937.6237.2436.8736.4936.1235.7535.3835.0250.0046.0642.1638.3337.9537.5837.2036.8336.4536.0835.7135.3434.9750.0046.0542.1538.3137.9337.5537.1836.8036.4336.0535.6835.3134.9450.0046.0542.1338.2937.9137.5437.1636.7836.4136.0435.6635.2934.9350.0046.0442.1138.2737.8937.5137.1336.7536.3836.0135.6335.2634.8950.0046.0342.1038.2537.8737.4937.1136.7336.3635.9835.6135.2434.8750.0046.0342.0938.2437.8637.4837.1036.7236.3535.9735.6035.2334.8650.0046.0242.0938.2337.8537.4737.0936.7136.3435.9635.5935.2234.8550.0046.0242.0838.2237.8437.4637.0836.7136.3335.9635.5835.2134.84.40.41.42.43.44.45.46.47.48.4938.7438.4538.1537.8537.5637.2636.9636.6636.3536.0536.6736.3336.0035.6735.3335.0034.6734.3334.0033.6735.8835.5435.1934.8534.5034.1633.8133.4733.1232.7835.2634.9034.5534.1933.8433.4933.1332.7832.4332.0834.9334.5734.2133.8533.4933.1332.7832.4232.0731.7234.7334.3734.0033.6433.2832.9232.5732.2131.8531.5034.6534.2833.9233.5633.2032.8432.4832.1231.7731.4134.6034.2433.8733.5133.1532.7932.4332.0731.7231.3634.5834.2133.8533.4833.1232.7632.4032.0431.6931.3334.5634.1933.8333.4633.1032.7432.3832.0231.6731.3134.5334.1633.7933.4333.0732.7132.3531.9931.6331.2834.5034.1333.7733.4033.0432.6832.3231.9631.6131.2534.4934.1233.7633.3933.0332.6732.3131.9531.6031.2434.4834.1133.7533.3833.0232.6632.3031.9431.5831.2334.4734.1133.7433.3833.0132.6532.2931.9331.5831.22.50.51.52.53.54.55.56.57.58.5935.7535.4435.1334.8234.5134.2033.8833.5733.2532.9333.3333.0032.6732.3332.0031.6731.3331.0030.6730.3332.4432.1031.7631.4231.0830.7430.4030.0629.7329.3931.7431.3931.0430.7030.3630.0129.6729.3328.9928.6631.3731.0230.6730.3229.9829.6429.2928.9528.6128.2831.1530.8030.4530.1029.7629.4129.0728.7328.3928.0531.0630.7130.3630.0129.6729.3228.9828.6428.3027.9631.0130.6630.3129.9629.6229.2728.9328.5928.2527.9230.9830.6330.2829.9329.5929.2428.9028.5628.2227.8930.9630.6130.2629.9129.5729.2228.8828.5428.2027.8730.9330.5730.2329.8829.5329.1928.8528.5128.1727.8330.9030.5530.2029.8529.5129.1628.8228.4828.1427.8130.8930.5430.1929.8429.4929.1528.8128.4728.1327.7930.8830.5330.1829.8329.4829.1428.8028.4628.1227.7830.8730.5230.1729.8229.4829.1328.7928.4528.1127.78.60.61.62.63.64.65.66.67.68.6932.6132.2831.9631.6331.3030.9730.6330.3029.9629.6130.0029.6729.3329.0028.6728.3328.0027.6727.3327.0029.0528.7228.3928.0527.7227.3927.0626.7326.4026.0728.3227.9827.6527.3226.9926.6626.3326.0025.6825.3527.9427.6027.2726.9426.6126.2825.9625.6325.3124.9927.7227.3927.0526.7226.3926.0725.7425.4225.1024.7827.6327.3026.9626.6326.3125.9825.6625.3325.0124.7027.5827.2526.9226.5926.2625.9325.6125.2924.9724.6527.5527.2226.8926.5626.2325.9025.5825.2624.9424.6227.5327.2026.8726.5426.2125.8825.5625.2424.9224.6027.5027.1626.8326.5026.1825.8525.5325.2124.8924.5727.4727.1426.8126.4826.1525.8325.5125.1924.8724.5527.4627.1326.8026.4726.1425.8225.4925.1724.8624.5427.4527.1126.7826.4626.1325.8125.4825.1624.8524.5327.4427.1126.7826.4526.1225.8025.4825.1624.8424.5234571015202530355075100150200Figure 8 A NSI/ASQ Z1.9-2003 Table B-5: Table for estimating the lot percentnonconforming using standard deviation method.11Values tabulated are read in percent.Sample SizeQ U or Q L .70.71.72.73.74.75.76.77.78.7929.2728.9228.5728.2227.8627.5027.1326.7626.3926.0226.6726.3326.0025.6725.3325.0024.6724.3324.0023.6725.7425.4125.0924.7624.4424.1123.7923.4723.1522.8325.0324.7124.3924.0723.7523.4423.1222.8122.5022.1924.6724.3524.0323.7223.4123.1022.7922.4822.1821.8724.4624.1523.8323.5223.2122.9022.6022.3021.9921.7024.3824.0623.7523.4423.1322.8322.5222.2221.9221.6324.3324.0223.7123.4023.0922.7922.4822.1821.8921.5924.3123.9923.6823.3723.0722.7622.4622.1621.8621.5724.2923.9823.6723.3623.0522.7522.4422.1421.8521.5524.2623.9523.6423.3323.0222.7222.4222.1221.8221.5324.2423.9223.6123.3123.0022.7022.4022.1021.8021.5124.2323.9123.6023.3022.9922.6922.3922.0921.7821.5024.2223.9023.5923.2922.9822.6822.3822.0821.7921.4924.2123.9023.5923.2822.9822.6822.3822.0821.7821.49.80.81.82.83.84.85.86.87.88.8925.6425.2524.8624.4724.0723.6723.2622.8422.4221.9923.3323.0022.6722.3322.0021.6721.3321.0020.6720.3322.5122.1921.8721.5621.2420.9320.6220.3120.0019.6921.8821.5821.2729.9720.6720.3720.0719.7819.4819.1921.5721.2720.9829.6820.3920.1019.8119.5219.2318.9521.4021.1020.8120.5220.2319.9419.6619.3819.1018.8221.3321.0420.7520.4620.1719.8919.6019.3219.0518.7721.2921.0020.7120.4220.1419.8619.5719.3019.0218.7421.2720.9820.6920.4020.1219.8419.5619.2819.0018.7321.2620.9720.6820.3920.1119.8219.5419.2718.9918.7221.2320.9420.6520.3720.0919.8019.5319.2518.9818.7021.2220.9320.6420.3520.0719.7919.5119.2418.9618.6921.2120.9220.6320.3520.0619.7819.5119.2318.9618.6921.2020.9120.6220.3420.0619.7819.5019.2318.9518.6821.2020.9120.6220.3420.0519.7719.5019.2218.9518.68.90.91.92.93.94.95.96.97.98.9921.5521.1120.6620.1919.7319.2518.7518.2517.7417.2120.0019.6719.3319.0018.6718.3318.0017.6717.3317.0019.3819.0718.7718.4618.1617.8617.5517.2516.9616.6618.9018.6118.3318.0417.7617.4817.2016.9216.6516.3718.6718.3918.1117.8417.5617.2917.0316.7616.4916.2318.5418.2718.0017.7317.4617.2016.9416.6816.4216.1618.5018.2317.9617.6917.4317.1716.9016.6516.3916.1418.4718.2017.9417.6717.4117.1616.8916.6316.3816.1318.4618.1917.9217.6617.4017.1416.8816.6216.3716.1218.4518.1817.9217.6517.3917.1316.8816.6216.3716.1218.4318.1717.9017.6417.3817.1216.8716.6116.3616.1218.4218.1617.8917.6317.3717.1216.8616.6116.3616.1118.4218.1517.8917.6317.3717.1116.8616.6116.3616.1118.4118.1517.8917.6217.3717.1116.8616.6116.3616.1118.4118.1517.8817.6217.3617.1116.8616.6016.3616.111.001.011.021.031.041.051.061.071.081.0916.6716.1115.5314.9314.3113.6612.9812.2711.5110.7116.6716.3316.0015.6715.3315.0014.6714.3314.0013.6716.3616.0715.7815.4815.1914.9114.6214.3314.0513.7616.1015.8315.5615.3015.0314.7714.5114.2614.0013.7515.9715.7215.4615.2114.9614.7114.4614.2213.9713.7315.9115.6615.4115.1714.9214.6814.4414.2013.9713.7415.8915.6415.4015.1514.9114.6714.4414.2013.9713.7415.8815.6315.3915.1514.9114.6714.4414.2113.9813.7515.8815.6315.3915.1514.9114.6714.4414.2113.9813.7515.8715.6315.3815.1514.9114.6714.4414.2113.9813.7615.8715.6315.3815.1514.9114.6814.4514.2213.9913.7715.8715.6215.3815.1514.9114.6814.4514.2213.9913.7715.8715.6215.3815.1514.9114.6814.4514.2214.0013.7715.8715.6215.3915.1514.9114.6814.4514.2314.0013.7815.8715.6215.3915.1514.9114.6814.4514.2214.0013.7834571015202530355075100150200Figure 8 ContinuedSample SizeQ U or Q L 1.101.111.121.131.141.151.161.171.181.199.848.897.826.605.082.870.000.000.000.0013.3313.0012.6712.3312.0011.6711.3311.0010.6710.3313.4813.2012.9312.6512.3712.1011.8311.5611.2911.0213.4913.2513.0012.7512.5112.2712.0311.7911.5611.3313.5013.2613.0312.8012.5712.3412.1211.9011.6811.4613.5113.2813.0512.8312.6112.3912.1811.9611.7511.5413.5213.2913.0712.8512.6312.4212.2112.0011.7911.5813.5213.3013.0812.8612.6512.4412.2212.0211.8111.6113.5313.3113.0912.8712.6612.4512.2412.0311.8211.6213.5413.3113.1012.8812.6712.4612.2512.0411.8411.6313.5413.3213.1112.8912.6812.4712.2612.0611.8511.6513.5513.3313.1212.9012.6912.4812.2812.0711.8711.6713.5513.3413.1212.9112.7012.4912.2812.0811.8811.6813.5613.3413.1312.9112.7012.4912.2912.0911.8811.6913.5613.3413.1312.9212.7112.5012.2912.0911.8911.691.201.211.221.231.241.251.261.271.281.290.000.000.000.000.000.000.000.000.000.0010.00 9.67 9.33 9.008.678.338.007.677.337.0010.7610.5010.239.979.729.469.218.968.718.4611.1010.8710.6510.4210.209.989.779.559.349.1311.2411.0310.8210.6110.4110.2110.009.819.619.4211.3411.1310.9310.7310.5310.3410.159.969.779.5811.3811.1810.9810.7810.5910.4010.2110.029.849.6611.4111.2111.0110.8110.6210.4310.2510.069.889.7011.4211.2211.0310.8410.6410.4610.2710.099.909.7211.4311.2411.0410.8510.6610.4710.2910.109.929.7411.4611.2611.0710.8810.6910.5010.3210.139.959.7811.4711.2811.0910.9010.7110.5210.3410.169.989.8011.4811.2911.0910.9110.7210.5310.3510.179.999.8211.4911.3011.1010.9210.7310.5410.3610.1810.009.8311.4911.3011.1110.9210.7310.5510.3710.1910.019.831.301.311.321.331.341.351.361.371.381.390.000.000.000.000.000.000.000.000.000.00 6.676.336.005.675.335.004.674.334.003.678.217.977.737.497.257.026.796.566.336.108.938.728.528.328.127.927.737.547.357.179.229.038.858.668.488.308.127.957.777.609.409.229.048.868.698.528.358.188.017.859.489.309.128.958.788.618.448.288.127.969.529.349.179.008.838.668.508.338.178.019.559.379.209.038.868.698.538.378.218.059.579.399.229.058.888.728.558.398.248.089.609.439.269.098.928.768.608.448.288.129.639.469.299.128.958.798.638.478.318.169.649.479.309.138.978.818.658.498.338.189.659.489.319.158.988.828.668.508.358.199.669.499.329.158.998.838.678.518.368.201.401.411.421.431.441.451.461.471.481.490.000.000.000.000.000.000.000.000.000.003.333.002.672.332.001.671.331.00.67.335.885.665.445.235.024.814.604,394.193.996.986.806.626.456.276.105.935.775.605.447.447.277.106.946.786.636.476.326.176.027.697.537.377.227.076.926.776.636.486.347.807.647.497.347.197.046.906.756.616.487.867.707.557.407.267.116.976.836.696.557.907.747.597.447.307.157.016.876.736.607.927.777.627.477.337.187.046.906.776.637.977.827.677.527.387.247.106.966.826.698.017.867.717.567.427.287.147.006.866.738.027.877.737.587.447.307.167.026.886.758.047.897.747.607.467.327.187.046.906.778.057.907.757.617.477.327.197.056.916.7834571015202530355075100150200Figure 8 ContinuedSample SizeQ U or Q L 1.501.511.521.531.541.551.561.571.581.590.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.00 3.803.613.423.233.052.872.692.522.352.19 5.285.134.974.824.674.524.384.244.103.96 5.875.735.595.455.315.185.054.924.794.66 6.206.065.935.805.675.545.415.295.165.04 6.346.206.075.945.815.695.565.445.325.20 6.416.286.156.025.895.775.655.535.415.29 6.466.336.206.075.955.825.705.585.465.34 6.506.366.236.115.985.865.745.625.505.38 6.556.426.296.176.045.925.805.685.565.45 6.606.476.346.216.095.975.855.735.615.50 6.626.496.366.246.115.995.875.755.645.52 6.646.516.386.266.136.015.895.785.665.55 6.656.526.396.276.156.025.905.795.675.561.601.611.621.631.641.651.661.671.681.690.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.00 2.031.871.721.571.421.281.151.020.890.77 3.833.693.573.443.313.193.072.952.842.73 4.544.414.304.184.063.953.843.733.623.52 4.924.814.694.584.474.364.254.154.053.94 5.084.974.864.754.644.534.434.324.224.12 5.175.064.954.844.734.624.524.424.324.22 5.235.125.014.904.794.684.584.484.384.28 5.275.165.044.944.834.724.624.524.424.32 5.335.225.115.014.904.794.694.594.494.39 5.385.275.165.064.954.854.744.644.554.45 5.415.305.195.084.984.874.774.674.574.47 5.435.325.215.115.004.904.804.704.604.50 5.445.335.235.125.014.914.814.714.614.511.701.711.721.731.741.751.761.771.781.790.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.660.550.450.360.270.190.120.060.020.00 2.622.512.412.302.202.112.011.921.831.74 3.413.313.213.113.022.932.832.742.662.57 3.843.753.653.563.463.373.283.203.113.03 4.023.933.833.743.653.563.473.383.303.21 4.124.023.933.843.753.663.573.483.403.32 4.184.093.993.903.813.723.633.553.473.38 4.224.134.043.943.853.773.683.593.513.43 4.304.204.114.023.933.843.763.673.593.51 4.354.264.174.083.993.903.813.733.643.56 4.384.294.194.104.013.933.843.763.673.59 4.414.314.224.134.043.953.873.783.703.62 4.424.324.234.144.053.973.883.803.713.631.801.811.821.831.841.851.861.871.881.890.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.001.651.571.491.411.341.261.191.121.060.992.492.402.322.252.172.092.021.951.881.812.942.862.792.712.632.562.482.412.342.283.133.052.982.902.822.752.682.612.542.473.2431.63.083.002.932.852.782.712.642.573.303.223.153.072.992.922.852.782.712.643.353.273.193.113.042.972.892.822.752.693.433.353.273.193.123.052.972.902.832.773.483.403.333.253.183.103.032.962.892.833.513.433.363.283.213.133.062.992.922.853.543.463.383.313.233.163.093.022.952.883.553.473.403.323.253.173.103.032.962.9034571015202530355075100150200Figure 8 ContinuedSample SizeQ U or Q L 1.901.911.921.931.941.951.961.971.981.990.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.93 0.87 0.81 0.76 0.70 0.65 0.60 0.56 0.51 0.47 1.75 1.68 1.62 1.56 1.50 1.44 1.38 1.33 1.27 1.22 2.21 2.14 2.08 2.02 1.96 1.90 1.84 1.78 1.73 1.67 2.40 2.34 2.27 2.21 2.15 2.09 2.03 1.97 1.92 1.86 2.51 2.44 2.38 2.32 2.25 2.19 2.14 2.08 2.02 1.97 2.57 2.51 2.45 2.38 2.32 2.26 2.20 2.14 2.09 2.03 2.62 2.56 2.49 2.43 2.37 2.31 2.25 2.19 2.13 2.08 2.70 2.63 2.57 2.51 2.45 2.39 2.33 2.27 2.21 2.16 2.76 2.69 2.63 2.57 2.51 2.45 2.39 2.33 2.27 2.22 2.79 2.72 2.66 2.60 2.54 2.48 2.42 2.36 2.30 2.25 2.82 2.75 2.69 2.63 2.56 2.50 2.44 2.39 2.33 2.27 2.83 2.77 2.70 2.64 2.58 2.52 2.46 2.40 2.34 2.29 2.002.012.022.032.042.052.062.072.082.090.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.43 0.39 0.36 0.32 0.29 0.26 0.23 0.21 0.18 0.16 1.17 1.12 1.07 1.03 0.98 0.94 0.90 0.86 0.82 0.78 1.62 1.57 1.52 1.47 1.42 1.37 1.33 1.28 1.24 1.20 1.81 1.76 1.71 1.66 1.61 1.56 1.51 1.47 1.42 1.38 1.91 1.86 1.81 1.76 1.71 1.66 1.61 1.57 1.52 1.48 1.98 1.93 1.87 1.82 1.77 1.73 1.68 1.63 1.59 1.54 2.03 1.97 1.92 1.87 1.82 1.77 1.72 1.68 1.63 1.59 2.10 2.05 2.00 1.95 1.90 1.85 1.80 1.76 1.71 1.66 2.16 2.11 2.06 2.01 1.96 1.91 1.86 1.81 1.77 1.72 2.19 2.14 2.09 2.04 1.99 1.94 1.89 1.84 1.79 1.75 2.22 2.17 2.11 2.06 2.01 1.96 1.92 1.87 1.82 1.78 2.23 2.18 2.13 2.08 2.03 1.98 1.93 1.88 1.84 1.79 2.102.112.122.132.142.152.162.172.182.190.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.14 0.12 0.10 0.08 0.07 0.06 0.05 0.04 0.03 0.02 0.74 0.71 0.67 0.64 0.61 0.58 0.55 0.52 0.49 0.46 1.16 1.12 1.08 1.04 1.00 0.97 0.93 0.90 0.87 0.83 1.34 1.30 1.26 1.22 1.18 1.14 1.10 1.07 1.03 1.00 1.44 1.39 1.35 1.31 1.28 1.24 1.20 1.16 1.13 1.09 1.50 1.46 1.42 1.38 1.34 1.30 1.26 1.22 1.19 1.15 1.54 1.50 1.46 1.42 1.38 1.34 1.30 1.27 1.23 1.20 1.62 1.58 1.54 1.50 1.46 1.42 1.38 1.34 1.30 1.27 1.68 1.63 1.59 1.55 1.51 1.47 1.43 1.40 1.36 1.32 1.71 1.66 1.62 1.58 1.54 1.50 1.46 1.42 1.39 1.35 1.73 1.69 1.65 1.61 1.57 1.53 1.49 1.45 1.41 1.38 1.75 1.70 1.66 1.62 1.58 1.54 1.50 1.46 1.42 1.39 2.202.212.222.232.242.252.262.272.282.290.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0150.0100.0060.0030.0020.0010.0000.0000.0000.0000.4370.4130.3890.3660.3450.3240.3040.2850.2670.2500.8030.7720.7340.7150.6870.6600.6340.6090.5850.5610.9680.9360.9050.8740.8450.8160.7890.7620.7350.7101.1601.0280.9960.9650.9350.9050.8760.8480.8210.7941.1201.0871.0541.0230.9920.9620.9330.9040.8760.8491.1601.1281.0951.0631.0321.0020.9720.9430.9150.8871.2331.1991.1661.1341.1021.0711.0411.0110.9820.9541.2871.2531.2191.1861.1541.1231.0921.0621.0331.0041.3141.2791.2451.2121.1801.1481.1171.0871.0581.0291.3401.3051.2711.2381.2051.1731.1421.1121.0821.0531.3521.3181.2841.2501.2181.1861.1551.1241.0951.06534571015202530355075100150200Figure 8 ContinuedSample SizeQ U or Q L 2.302.312.322.332.342.352.362.372.382.390.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.2330.2180.2030.1890.1750.1630.1510.1390.1280.1180.5380.5160.4950.4740.4540.4350.4160.3980.3810.3640.6850.6610.6370.6140.5920.5710.5500.5300.5100.4910.7690.7430.7190.6950.6720.6500.6280.6060.5860.5660.8230.7970.7720.7480.7240.7010.6780.6560.6350.6140.8610.8340.8090.7840.7600.7360.7140.6910.6700.6480.9270.9000.8740.8480.8240.7990.7760.7530.7300.7090.9770.9490.9230.8970.8720.8470.8230.7990.7770.754 1.0010.9740.9470.9210.8950.8700.8460.8220.7990.777 1.0250.9980.9710.9440.9190.8930.8690.8450.8220.799 1.0371.0090.9820.9560.9300.9050.8800.8560.8330.8102.402.412.422.432.442.452.462.472.482.490.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.1090.1000.0910.0830.0760.0690.0630.0570.0510.0460.3480.3320.3170.3020.2880.2750.2620.2490.2370.2260.4730.4550.4370.4210.4040.3890.3730.3590.3450.3310.5460.5270.5090.4910.4740.4570.4400.4250.4090.3940.5940.5750.5550.5370.5190.5010.4840.4680.4520.4360.6280.6080.5880.5690.5510.5330.5160.4990.4820.4660.6870.6670.6460.6270.6080.5890.5710.5530.5360.5190.7320.7110.6910.6700.6510.6320.6130.5950.5770.5600.7550.7330.7120.6920.6720.6530.6340.6150.5970.5800.7770.7550.7340.7130.6930.6730.6540.6360.6170.6000.7870.7660.7440.7240.7030.6840.6640.6460.6270.6092.502.512.522.532.542.552.562.572.582.590.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0410.0370.0330.0290.0260.0230.0200.0170.0150.0130.2140.2040.1930.1840.1740.1650.1560.1480.1400.1330.3170.3050.2920.2800.2680.2570.2460.2360.2260.2160.3800.3660.3520.3390.3260.3140.3020.2910.2790.2690.4210.4070.3920.3790.3650.3520.3400.3270.3160.3040.4510.4360.4210.4070.3930.3790.3660.3540.3410.3300.5030.4870.4720.4570.4420.4280.4140.4010.3880.3750.5430.5270.5110.4950.4800.4650.4510.4370.4240.4100.5630.5460.5300.5140.4990.4840.4690.4550.4410.4280.5820.5650.5490.5330.5170.5020.4870.4730.4590.4450.5920.5750.5590.5420.5270.5110.4960.4820.4680.4542.602.612.622.632.642.652.662.672.682.690.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0110.0090.0080.0070.0060.0050.0040.0030.0020.0020.1250.1180.1120.1050.0990.0940.0880.0830.0780.0730.2070.1980.1890.1810.1720.1650.1570.1500.1430.1360.2580.2480.2380.2290.2200.2110.2020.1940.1860.1790.2930.2820.2720.2620.2520.2420.2330.2240.2160.2080.3180.3070.2960.2850.2750.2650.2560.2460.2370.2290.3630.3510.3390.3280.3170.3070.2960.2860.2770.2670.3980.3850.3730.3610.3500.3390.3280.3170.3070.2970.4150.4020.3900.3780.3660.3550.3440.3330.3220.3120.4320.4190.4060.3940.3820.3710.3590.3480.3380.3270.4410.4280.4150.4020.3900.3790.3670.3560.3450.33534571015202530355075100150200Figure 8 ContinuedSample SizeQ U or Q L 2.702.712.722.732.742.752.762.772.782.790.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0010.0010.0010.0010.0000.0000.0000.0000.0000.0000.0690.0640.0600.0570.0530.0490.0460.0430.0400.0370.1300.1240.1180.1120.1070.1020.0970.0920.0870.0830.1710.1640.1570.1510.1440.1380.1320.1260.1210.1150.2000.1920.1840.1770.1700.1630.1570.1510.1450.1390.2200.2120.2040.1970.1890.1820.1750.1680.1620.1560.2580.2490.2410.2320.2240.2160.2090.2010.1940.1870.2880.2780.2690.2600.2520.2430.2350.2270.2200.2120.3020.2930.2830.2740.2660.2570.2490.2410.2230.2200.3170.3070.2980.2880.2790.2710.2620.2540.2460.2380.3250.3150.3050.2960.2860.2770.2690.2600.2520.2442.802.812.822.832.842.852.862.872.882.890.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0350.0320.0300.0280.0260.0240.0220.0200.0190.0170.0790.0750.0710.0670.0640.0600.0570.0540.0510.0480.1100.1050.1010.0960.0920.0880.0840.0800.0760.0730.1330.1280.1220.1170.1120.1080.1030.0990.0940.0900.1500.1440.1380.1330.1280.1220.1180.1130.1080.1040.1810.1740.1680.1620.1560.1500.1450.1390.1340.1290.2050.1980.1920.1850.1790.1730.1670.1610.1550.1500.2180.2110.2040.1970.1900.1840.1780.1720.1660.1600.2300.2230.2160.2090.2020.1950.1890.1830.1770.1710.2370.2290.2220.2150.2080.2010.1950.1880.1820.1762.902.912.922.932.942.952.962.972.982.990.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0160.0150.0130.0120.0110.0100.0090.0090.0080.0070.0460.0430.0410.0380.0360.0340.0320.0300.0280.0270.0690.0660.0630.0600.0570.0540.0510.0490.0460.0440.0870.0830.0790.0760.0720.0690.0660.0630.0600.0570.1000.0960.0920.0880.0840.0810.0770.0740.0710.0680.1250.1200.1150.1110.1070.1030.0990.0950.0910.0880.1450.1400.1350.1300.1250.1210.1170.1120.1080.1040.1550.1500.1450.1400.1350.1300.1260.1210.1170.1130.1650.1600.1550.1490.1440.1400.1350.1300.1260.1220.1710.1650.1600.1540.1490.1440.1400.1350.1300.1263.003.013.023.033.043.053.063.073.083.090.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0060.0060.0050.0050.0040.0040.0030.0030.0030.0020.0250.0240.0220.0210.0190.0180.0170.0160.0150.0140.0420.0400.0380.0360.0340.0320.0300.0290.0270.0260.0550.0520.0500.0480.0450.0430.0410.0390.0370.0360.0650.0620.0590.0570.0540.0520.0500.0470.0450.0430.0840.0810.0780.0750.0720.0690.0660.0640.0610.0590.1010.0970.0930.0900.0870.0830.0800.0770.0740.0720.1090.1050.1010.0980.0940.0910.0880.0850.0810.0790.1180.1130.1100.1060.1020.0990.0950.0920.0890.0860.1220.1180.1140.1100.1060.1030.0990.0960.0920.08934571015202530355075100150200Figure 8 Continued。