SPC Exercise1

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SPC

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SUMMARY OUTPUTRegression StatisticsMultiple R0.99R Square0.98Adjusted R Square0.97Standard Error4.96Observations10ANOVAdfSSMSFSignificance FRegression18052.978052.97326.980Residual8197.0324.63Total98250CoefficientsStandard Errort StatP-valueLower 95%Upper 95%Lower 95.0%Upper 95.0%Intercept-116.969.37-12.490-138.56-95.37-138.56-95.37X Variable 12.680.1518.0802.343.032.343.03RESIDUAL OUTPUTObservationPredicted YResiduals111.88-6.88217.25-2.25317.257.75438.73-3.73538.736.27657.52-2.52765.57-0.57870.944.06984.360.641097.78-2.78

iDataP(i)14852501535025458355584566555768658707597585108095Mean62.2Std#NAME?Then go to data analysis - regressionPage 19

zArea from -inf to zcomplimentArea from -z to z10.840.160.6820.980.020.953101410151016101Page 22

pg 245.815.865.795.825.885.715.785.795.85.875.885.795.815.795.825.845.785.875.895.885.795.825.79Mean5.855.835.795.85.815.82Std dev of the mean#NAME?Mean5.82Std dev on individual value#NAME?

pg37Date345678910111213141516171819202122VoltageV15.815.865.795.795.825.795.85.795.75.65.695.755.735.815.825.885.785.795.895.9V25.885.715.785.795.85.825.795.785.725.715.685.725.785.835.835.85.835.795.95.69V35.875.885.795.815.795.715.775.785.815.695.725.75.815.795.845.725.845.835.725.7V45.825.845.785.785.875.845.765.765.735.685.735.685.795.785.85.745.855.885.795.73V55.895.885.795.825.795.715.775.785.815.75.745.75.815.745.885.725.845.835.725.7Mean x-Bar5.855.835.795.85.815.775.785.785.755.685.715.715.785.795.835.775.835.825.85.74Range R0.080.020.05-0.01-0.020.04000.020.08-0.040-0.07-0.01-0.040.06-0.0600.020.06X bar bar5.78Range bar0.01Date2324252627282930X barR rangeVoltageV15.815.865.895.795.895.735.845.75CL5.780.01V25.895.915.795.895.85.825.795.78LCL5.72V35.875.885.795.815.975.735.875.88UCL5.83V45.885.895.745.755.855.845.765.86V55.825.915.725.865.85.745.785.81Mean x-Bar5.855.895.795.825.865.775.815.82Range R--0.040.1-0.03-0.040.09-0.04-0.01X bar bar5.83Range bar0.01

pg43NoMeasurementMoving ranges Rs11.96-Mean of measurement2.1722.10.14Mean of moving range0.1732.120.0242.090.03X Chart51.920.17CL2.1761.980.06UCL2.6372.280.3LCL1.7182.250.0392.170.08Rs chart102.010.16CL0.17112.020.01UCL0.56refer pg42122.140.12LCL0defaulf132.90.76142.240.66152.220.02162.330.11172.080.25182.220.14192.20.02pg 44NoMeasurementMoving ranges RsMean of measurement2.1811.86-Mean of moving range0.422.210.3532.120.09X Chart42.140.02CL2.1753.010.87UCL2.6361.981.03LCL1.7172.280.381.920.36Rs chart92.10.18CL0.17UCL0.56LCL0No123456789Measurement1.862.212.122.143.011.982.281.922.1CL2.182.182.182.182.182.182.182.182.18UCL3.243.243.243.243.243.243.243.243.24LCL1.121.121.121.121.121.121.121.121.12No123456789Rs-0.350.090.020.871.030.30.360.18CL0.4UCL1.31LCL0

pg 49DateSample size (n)No of defects (np)Sample size (n)No of defects (np)CLUCLLCL1-OctM120012031.3644.8470.000E1200Mean ratio of defective p bar 0.0112001.3644.8470.000Mean ratio of defective p bar 0.012-OctM1203number of subgroup, k2212011.3644.8470.000number of subgroup, k22E1201ratio of defect persubgroup1.3612041.3644.8470.000ratio of defect persubgroup1.453-OctM120112051.3644.8470.000E120312031.3644.8470.0004-OctM1201CL1.3612011.3644.8470.000CL1.45E1200UCL4.8512001.3644.8470.000UCL5.057-OctM1201LCL-2.1212001.3644.8470.000LCL-2.14E120212011.3644.8470.0008-OctM120112001.3644.8470.000E120112011.3644.8470.0009-OctM120212021.3644.8470.000E120312011.3644.8470.00010-OctM120312031.3644.8470.000E120112011.3644.8470.00011-OctM120212021.3644.8470.000E120012011.3644.8470.00014-OctM120112011.3644.8470.000E120212001.3644.8470.00015-OctM120112011.3644.8470.000E120112011.3644.8470.000Total264030264032

pg 57Piece#CountsPiece#CountsUCLCLLCL123147.762.770243227.762.770313337.762.770413467.762.770543547.762.770653607.762.770723717.762.770813827.762.770923937.762.7701044017.762.77011412313514215116117218319220421322223424325226327528129430383c bar2.77UCL7.76CL2.77LCL-2.22(if - default become 0)

zArea from -inf to zcomplimentTotal complimentPPM3 sigma process1.50.930.07with 1.5s shift4.5100.0766810.66 sigma process7.50.9999999999999680with 1.5s shift4.51003.49 sigma process7.50.9999999999999680with 1.5s shift10.51000.00000003186340

Machine No.MY09290001MY09290002MY09290003MY09290004MY09290005MY09290006MY09290007MY09290008MY09290009MY09290010MY09290011MY09290012MY09290013MY09290014MY09290015MY09290016MY09290018MY09290019MY09290020MY09290021MY09290022MY09290023MY09290024MY09290025MY09290026MY09290027MY09290028MY09290029MY09290030MY09290031MY09290032MY09290033MY09290034MY09290035MY09290036MY09290037MY09290038MY09290039MY09290040MY09290041MY09290042MY09290043MY09290044MY09290045MY09290046MY09290047MY09290048MY09290049MY09290050MY09290051MY09290052MY09290053MY09290054MY09290055MY09290056MY09290057MY09290058MY09290059MY09290060MY09290061MY09290062MY09290063MY09290064MY09290065MY09290066MY09290067MY09290068MY09290069MY09290070MY09290071MY09290072MY09290073MY09290074MY09290075MY09290076MY09290077MY09290078MY09290079MY09290080MY09290081MY09290082MY09290083MY09290084MY09290085MY09290086MY09290087MY09290088MY09290089MY09290090MY09290091MY09290092MY09290093MY09290094MY09290095MY09290096MY09290097MY09290098MY09290099MY09290100MY09290101MY09290102MY09290103MY09290104MY09290105MY09290106MY09290107MY09290108MY09290109MY09290110MY09290111MY09290112MY09290113MY09290114MY09290115MY09290116MY09290117MY09290118MY09290119MY09290120MY09290121MY09290122MY09290123MY09290125MY09290126MY09290127MY09290128MY09290129MY09290130MY09290131MY09290132MY09290133MY09290134MY09290135MY09290136MY09290137MY09290138MY09290139MY09290140MY09290141MY09290142MY09290143MY09290144MY09290145MY09290146AMY09290147MY09290148MY09290149MY09290150MY09290151MY09290152MY09290153MY09290154MY09290155MY09290156MY09290157MY09290158MY09290159MY09290160MY09290161MY09290162MY09290163MY09290164MY09290165MY09290166MY09290167MY09290168AMY09290169MY09290170MY09290171MY09290172MY09290173MY09290174MY09290175MY09290176MY09290177MY09290178MY09290179MY09290180MY09290181MY09290182MY09290183MY09290184MY09290185MY09290186MY09290187MY09290188MY09290189AMY09290190AMY09290191AMY09290192MY09290193MY09290194MY09290195MY09290196MY09290197MY09290198MY09290199MY09290200MY09290201MY09290202MY09290203MY09290204MY09290205MY09290206MY09290207MY09290208MY09290209MY09290210MY09290211MY09290212210X R*R9.46.856.76.39.86.65.8106.66.765.49.16.77.25.44.95.96.84.87.66.67.74.87.46.410.510.589.66.97.97.66.110.79.17.18.710.25.88.76.78.35.16.27.17.15.76.49.96.378.89.26.95.595.26.55.89.56.15.66.87.76.37.77.69.56.15.25.65.1855.96.86.95.69.77.110.47.17.98.57.68.25.78.54.46.27.311.76.86.77.45.577.27.15.75.544.575.48.64.954.34.84.66.16.16.16.95.167.110.64.75.764.15.26.15.25.710.59.86.65.74.23.987.310.88.4811.89.17.767.48.385.69.610.58.28.95.76.46.35.1547.77.59.110.59.27.24.45.18.36.57.56.75.410.38.358.68.28.38.35.96.88.66.69.16.36.66.65.56.44.56.310.28.76.77.36.16.26.77.29.16.499.85.35.75.86.45.88.96.561480.4USL121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212UCL15.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.01CL7.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.05LCL000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000C bar7.05ThereforeUCL15.01CL7.05LCL-0.92Machine No.MY09290001MY09290002MY09290003MY09290004MY09290005MY09290006MY09290007MY09290008MY09290009MY09290010MY09290011MY09290012MY09290013MY09290014MY09290015MY09290016MY09290018MY09290019MY09290020MY09290021MY09290022MY09290023MY09290024MY09290025MY09290026MY09290027MY09290028MY09290029MY09290030MY09290031MY09290032MY09290033MY09290034MY09290035MY09290036MY09290037MY09290038MY09290039MY09290040MY09290041MY09290042MY09290043MY09290044MY09290045MY09290046MY09290047MY09290048MY09290049MY09290050MY09290051MY09290052MY09290053MY09290054MY09290055MY09290056MY09290057MY09290058MY09290059MY09290060MY09290061MY09290062MY09290063MY09290064MY09290065MY09290066MY09290067MY09290068MY09290069MY09290070MY09290071MY09290072MY09290073MY09290074MY09290075MY09290076MY09290077MY09290078MY09290079MY09290080MY09290081MY09290082MY09290083MY09290084MY09290085MY09290086MY09290087MY09290088MY09290089MY09290090MY09290091MY09290092MY09290093MY09290094MY09290095MY09290096MY09290097MY09290098MY09290099MY09290100MY09290101MY09290102MY09290103MY09290104MY09290105MY09290106MY09290107MY09290108MY09290109MY09290110MY09290111MY09290112MY09290113MY09290114MY09290115MY09290116MY09290117MY09290118MY09290119MY09290120MY09290121MY09290122MY09290123MY09290125MY09290126MY09290127MY09290128MY09290129MY09290130MY09290131MY09290132MY09290133MY09290134MY09290135MY09290136MY09290137MY09290138MY09290139MY09290140MY09290141MY09290142MY09290143MY09290144MY09290145MY09290146AMY09290147MY09290148MY09290149MY09290150MY09290151MY09290152MY09290153MY09290154MY09290155MY09290156MY09290157MY09290158MY09290159MY09290160MY09290161MY09290162MY09290163MY09290164MY09290165MY09290166MY09290167MY09290168AMY09290169MY09290170MY09290171MY09290172MY09290173MY09290174MY09290175MY09290176MY09290177MY09290178MY09290179MY09290180MY09290181MY09290182MY09290183MY09290184MY09290185MY09290186MY09290187MY09290188MY09290189AMY09290190AMY09290191AMY09290192MY09290193MY09290194MY09290195MY09290196MY09290197MY09290198MY09290199MY09290200MY09290201MY09290202MY09290203MY09290204MY09290205MY09290206MY09290207MY09290208MY09290209MY09290210MY09290211MY09290212210Y R*R8.26.75.65.79.97.19.25.18.658.38.74.65.57.15.66.36.48.76.15.710.67.95.87.89.27.19.59.310.17.96.87.29.97.58.886.27.37.96.38.55.17.17.16.496.57.26.86.85.37.38.38.15.76.67.36.34.86.6106.17.56.86.67.711.16.18.57.85.89.36.17.16.26.44.510.84.995.97.16.97.79.38.36.98.28.75.767.76.97.758.95.56.28.48.77.46.15.35.58.16.654.74.74.74.67.75.26.26.2765.856.754.75.367.87.36.89.36.767.974.44.56.46.27.59.35.356.87.576.36.366.18.37.57.710688.27.26.35.65.967.6710.96.844.59.67.36.16.78.68.66.56.26.98.15.810.36.49.211.17.47.36.66.86.467.35.46.768.77.25.38.47.66.755.96.97.57.55.86.36.46.785.65.97.91469USL121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212121212UCL14.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.93CL7.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.007.00LCL00.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.00C bar7.00ThereforeUCL14.93CL7.00LCL-0.94Machine No.MY09290001MY09290002MY09290003MY09290004MY09290005MY09290006MY09290007MY09290008MY09290009MY09290010MY09290011MY09290012MY09290013MY09290014MY09290015MY09290016MY09290018MY09290019MY09290020MY09290021MY09290022MY09290023MY09290024MY09290025MY09290026MY09290027MY09290028MY09290029MY09290030MY09290031MY09290032X R*R9.46.856.76.39.86.65.8106.66.765.49.16.77.25.44.95.96.84.87.66.67.74.87.46.410.510.589.60123456789101112131415161718Machine No.X R*RMY092900019.4MY092900026.8MY092900035MY092900046.7MY092900056.3MY092900069.8MY092900076.6MY092900085.8MY0929000910MY092900106.6MY092900116.7MY092900126MY092900135.4MY092900149.1MY092900156.7MY092900167.2MY092900185.4MY092900194.9MY092900205.9MY092900216.8MY092900224.8MY092900237.6MY092900246.6MY092900257.7MY092900264.8MY092900277.4MY092900286.4MY0929002910.5MY0929003010.5MY092900318MY092900329.6

Machine No.MY09290001MY09290002MY09290003MY09290004MY09290005MY09290006MY09290007MY09290008MY09290009MY09290010MY09290011MY09290012MY09290013MY09290014MY09290015MY09290016MY09290018MY09290019MY09290020MY09290021MY09290022MY09290023MY09290024MY09290025MY09290026MY09290027MY09290028MY09290029MY09290030MY0929003130X R*R9.46.856.76.39.86.65.8106.66.765.49.16.77.25.44.95.96.84.87.66.67.74.87.46.410.510.58211.4Moving Range-2.61.81.70.43.53.20.84.23.40.10.70.63.72.40.51.80.510.922.811.12.92.614.102.5X ChartUCL11.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.9811.982 sigma10.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.3410.341 sigma8.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.698.69CL7.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.05-1 sigma5.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.405.40-2 sigma3.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.763.76LCL2.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.112.11Mean of X R*R7.05Mean of moving range1.86ThereforeUCL11.982 sigma10.341 sigma8.69CL7.05-1 sigma5.40-2 sigma3.76LCL2.11Machine No.MY09290001MY09290002MY09290003MY09290004MY09290005MY09290006MY09290007MY09290008MY09290009MY09290010MY09290011MY09290012MY09290013MY09290014MY09290015MY09290016MY09290018MY09290019MY09290020MY09290021MY09290022MY09290023MY09290024MY09290025MY09290026MY09290027MY09290028MY09290029MY09290030MY0929003130X R*R9.46.856.76.39.86.65.8106.66.765.49.16.77.25.44.95.96.84.87.66.67.74.87.46.410.510.58211.4Moving Range-2.61.81.70.43.53.20.84.23.40.10.70.63.72.40.51.80.510.922.811.12.92.614.102.5Rs ChartUCL6.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.076.072 sigma4.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.664.661 sigma3.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.263.26CL1.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.861.86-1 sigma1.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.241.24-2 sigma0.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.620.62LCL0.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.000.00Mean of X R*R7.05Mean of moving range1.86ThereforeUCL6.072 sigma4.661 sigma3.26CL1.86-1 sigma1.24-2 sigma0.62LCL0.00

; ; ; ; ; ; ; ; Rs Moving Range ChartX-Axis GRnRMY09290001MY09290002MY09290003MY09290004MY09290005MY09290006MY09290007MY09290008MY09290009MY09290010MY09290011MY09290012MY09290013MY09290014MY09290015MY09290016MY09290018MY09290019MY09290020MY09290021MY09290022MY09290023MY09290024MY09290025MY09290026MY09290027MY09290028MY09290029MY09290030MY09290031

UCL6.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.066413793103456.06641379310345

2 sigma4.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.662666666666674.66266666666667

1 sigma3.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.258919540229893.25891954022989

CL1.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.85517241379311.8551724137931

Moving Range1.#NAN2.61.81.70.43.53.20.84.23.40.1000000000000010.70.63.72.40.51.80.510.922.811.12.92.614.102.5

-1 sigma5.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.40174712643678

-2 sigma0.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.6183908045977010.618390804597701

LCL000000000000000000000000000000

???Page ??? (???)02/27/2012, 11:31:51Page / ; X Variable 1 Line Fit PlotX Variable 1YColumn BColumn C

1485

25015

35025

45835

55845

66555

76865

87075

97585

108095

; ; ; ; X bar chartAxis Title123456789

Measurement1.862.212.122.143.011.982.281.922.1

CL2.182.182.182.182.182.182.182.182.18

UCL3.2443.2443.2443.2443.2443.2443.2443.2443.244

LCL1.1161.1161.1161.1161.1161.1161.1161.1161.116

; ; ; ; 123456789

Rs1.#NAN0.350.08999999999999990.020.871.030.30.360.18

CL0.40.40.40.40.40.40.40.40.4

UCL1.3081.3081.3081.3081.3081.3081.3081.3081.308

LCL000000000

; ; ; ; np chartAxis TitleNo of defects (np)CLUCLLCL

131.363636363636364.846919938484950

201.363636363636364.846919938484950

311.363636363636364.846919938484950

441.363636363636364.846919938484950

551.363636363636364.846919938484950

631.363636363636364.846919938484950

711.363636363636364.846919938484950

801.363636363636364.846919938484950

901.363636363636364.846919938484950

1011.363636363636364.846919938484950

1101.363636363636364.846919938484950

1211.363636363636364.846919938484950

1321.363636363636364.846919938484950

1411.363636363636364.846919938484950

1531.363636363636364.846919938484950

1611.363636363636364.846919938484950

1721.363636363636364.846919938484950

1811.363636363636364.846919938484950

1911.363636363636364.846919938484950

2001.363636363636364.846919938484950

2111.363636363636364.846919938484950

2211.363636363636364.846919938484950

; ; ; ; c chartCountCountsUCLCLLCL

3147.756656646616532.766666666666670

3227.756656646616532.766666666666670

3337.756656646616532.766666666666670

3467.756656646616532.766666666666670

3547.756656646616532.766666666666670

3607.756656646616532.766666666666670

3717.756656646616532.766666666666670

3827.756656646616532.766666666666670

3937.756656646616532.766666666666670

4017.756656646616532.766666666666670

; ; ; ; C Chart for X Axis GRnRX-Axis GRnRMY09290001MY09290002MY09290003MY09290004MY09290005MY09290006MY09290007MY09290008MY09290009MY09290010MY09290011MY09290012MY09290013MY09290014MY09290015MY09290016MY09290018MY09290019MY09290020MY09290021MY09290022MY09290023MY09290024MY09290025MY09290026MY09290027MY09290028MY09290029MY09290030MY09290031MY09290032MY09290033MY09290034MY09290035MY09290036MY09290037MY09290038MY09290039MY09290040MY09290041MY09290042MY09290043MY09290044MY09290045MY09290046MY09290047MY09290048MY09290049MY09290050MY09290051MY09290052MY09290053MY09290054MY09290055MY09290056MY09290057MY09290058MY09290059MY09290060MY09290061MY09290062MY09290063MY09290064MY09290065MY09290066MY09290067MY09290068MY09290069MY09290070MY09290071MY09290072MY09290073MY09290074MY09290075MY09290076MY09290077MY09290078MY09290079MY09290080MY09290081MY09290082MY09290083MY09290084MY09290085MY09290086MY09290087MY09290088MY09290089MY09290090MY09290091MY09290092MY09290093MY09290094MY09290095MY09290096MY09290097MY09290098MY09290099MY09290100MY09290101MY09290102MY09290103MY09290104MY09290105MY09290106MY09290107MY09290108MY09290109MY09290110MY09290111MY09290112MY09290113MY09290114MY09290115MY09290116MY09290117MY09290118MY09290119MY09290120MY09290121MY09290122MY09290123MY09290125MY09290126MY09290127MY09290128MY09290129MY09290130MY09290131MY09290132MY09290133MY09290134MY09290135MY09290136MY09290137MY09290138MY09290139MY09290140MY09290141MY09290142MY09290143MY09290144MY09290145MY09290146AMY09290147MY09290148MY09290149MY09290150MY09290151MY09290152MY09290153MY09290154MY09290155MY09290156MY09290157MY09290158MY09290159MY09290160MY09290161MY09290162MY09290163MY09290164MY09290165MY09290166MY09290167MY09290168AMY09290169MY09290170MY09290171MY09290172MY09290173MY09290174MY09290175MY09290176MY09290177MY09290178MY09290179MY09290180MY09290181MY09290182MY09290183MY09290184MY09290185MY09290186MY09290187MY09290188MY09290189AMY09290190AMY09290191AMY09290192MY09290193MY09290194MY09290195MY09290196MY09290197MY09290198MY09290199MY09290200MY09290201MY09290202MY09290203MY09290204MY09290205MY09290206MY09290207MY09290208MY09290209MY09290210MY09290211MY09290212

UCL15.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.0115.01

LCL000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

CL7.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.057.05

X R*R9.46.856.76.39.86.65.8106.66.765.49.16.77.25.44.95.96.84.87.66.67.74.87.46.410.510.589.66.97.97.66.110.79.17.18.710.25.88.76.78.35.16.27.17.15.76.49.96.378.89.26.95.595.26.55.89.56.15.66.87.76.37.77.69.56.15.25.65.1855.96.86.95.69.77.110.47.17.98.57.68.25.78.54.46.27.311.76.86.77.45.577.27.15.75.544.575.48.64.954.34.84.66.16.16.16.95.167.110.64.75.764.15.26.15.25.710.59.86.65.74.23.987.310.88.4811.89.17.767.48.385.69.610.58.28.95.76.46.35.1547.77.59.110.59.27.24.45.18.36.57.56.75.410.38.358.68.28.38.35.96.88.66.69.16.36.66.65.56.44.56.310.28.76.77.36.16.26.77.29.16.499.85.35.75.86.45.88.96.56

; ; ; ; C Chart for Y Axis GRnRY Axis GRnRMY09290001MY09290002MY09290003MY09290004MY09290005MY09290006MY09290007MY09290008MY09290009MY09290010MY09290011MY09290012MY09290013MY09290014MY09290015MY09290016MY09290018MY09290019MY09290020MY09290021MY09290022MY09290023MY09290024MY09290025MY09290026MY09290027MY09290028MY09290029MY09290030MY09290031MY09290032MY09290033MY09290034MY09290035MY09290036MY09290037MY09290038MY09290039MY09290040MY09290041MY09290042MY09290043MY09290044MY09290045MY09290046MY09290047MY09290048MY09290049MY09290050MY09290051MY09290052MY09290053MY09290054MY09290055MY09290056MY09290057MY09290058MY09290059MY09290060MY09290061MY09290062MY09290063MY09290064MY09290065MY09290066MY09290067MY09290068MY09290069MY09290070MY09290071MY09290072MY09290073MY09290074MY09290075MY09290076MY09290077MY09290078MY09290079MY09290080MY09290081MY09290082MY09290083MY09290084MY09290085MY09290086MY09290087MY09290088MY09290089MY09290090MY09290091MY09290092MY09290093MY09290094MY09290095MY09290096MY09290097MY09290098MY09290099MY09290100MY09290101MY09290102MY09290103MY09290104MY09290105MY09290106MY09290107MY09290108MY09290109MY09290110MY09290111MY09290112MY09290113MY09290114MY09290115MY09290116MY09290117MY09290118MY09290119MY09290120MY09290121MY09290122MY09290123MY09290125MY09290126MY09290127MY09290128MY09290129MY09290130MY09290131MY09290132MY09290133MY09290134MY09290135MY09290136MY09290137MY09290138MY09290139MY09290140MY09290141MY09290142MY09290143MY09290144MY09290145MY09290146AMY09290147MY09290148MY09290149MY09290150MY09290151MY09290152MY09290153MY09290154MY09290155MY09290156MY09290157MY09290158MY09290159MY09290160MY09290161MY09290162MY09290163MY09290164MY09290165MY09290166MY09290167MY09290168AMY09290169MY09290170MY09290171MY09290172MY09290173MY09290174MY09290175MY09290176MY09290177MY09290178MY09290179MY09290180MY09290181MY09290182MY09290183MY09290184MY09290185MY09290186MY09290187MY09290188MY09290189AMY09290190AMY09290191AMY09290192MY09290193MY09290194MY09290195MY09290196MY09290197MY09290198MY09290199MY09290200MY09290201MY09290202MY09290203MY09290204MY09290205MY09290206MY09290207MY09290208MY09290209MY09290210MY09290211MY09290212

UCL14.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.9314.93

LCL000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

CL777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777777

Y R*R8.26.75.65.79.97.19.25.18.658.38.74.65.57.15.66.36.48.76.15.710.67.95.87.89.27.19.59.310.17.96.87.29.97.58.886.27.37.96.38.55.17.17.16.496.57.26.86.85.37.38.38.15.76.67.36.34.86.6106.17.56.86.67.711.16.18.57.85.89.36.17.16.26.44.510.84.995.97.16.97.79.38.36.98.28.75.767.76.97.758.95.56.28.48.77.46.15.35.58.16.654.74.74.74.67.75.26.26.2765.856.754.75.367.87.36.89.36.767.974.44.56.46.27.59.35.356.87.576.36.366.18.37.57.710688.27.26.35.65.967.6710.96.844.59.67.36.16.78.68.66.56.26.98.15.810.36.49.211.17.47.36.66.86.467.35.46.768.77.25.38.47.66.755.96.97.57.55.86.36.46.785.65.97.9

; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; MY09290001MY09290002MY09290003MY09290004MY09290005MY09290006MY09290007MY09290008MY09290009MY09290010MY09290011MY09290012MY09290013MY09290014MY09290015MY09290016MY09290018MY09290019MY09290020MY09290021MY09290022MY09290023MY09290024MY09290025MY09290026MY09290027MY09290028MY09290029MY09290030MY09290031MY09290032

X R*R9.46.856.76.39.86.65.8106.66.765.49.16.77.25.44.95.96.84.87.66.67.74.87.46.410.510.589.6

; ; ; ; ; ; ; ; X Bar Chart for X Axis GRnRX-Axis GRnRMY09290001MY09290002MY09290003MY09290004MY09290005MY09290006MY09290007MY09290008MY09290009MY09290010MY09290011MY09290012MY09290013MY09290014MY09290015MY09290016MY09290018MY09290019MY09290020MY09290021MY09290022MY09290023MY09290024MY09290025MY09290026MY09290027MY09290028MY09290029MY09290030MY09290031

UCL11.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.981425287356311.9814252873563

2 sigma10.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.336505747126410.3365057471264

1 sigma8.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.691586206896558.69158620689655

CL7.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.046666666666677.04666666666667

X R*R9.46.856.76.39.86.65.8106.66.765.49.16.77.25.44.95.96.84.87.66.67.74.87.46.410.510.58

-1 sigma5.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.401747126436785.40174712643678

-2 sigma3.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.75682758620693.7568275862069

LCL2.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.111908045977012.11190804597701


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