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["2007-07-11",2,5.49,5.49,5.48,5.49,5.52]
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["2007-07-13",4,5.52,5.52,5.49,5.51,5.51]
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["2007-07-15",6,5.49,5.48,5.47,5.47,{"v":5.5,"d":"5.50"}]
["2007-07-16",7,5.46,5.48,{"v":5.5,"d":"5.50"},5.49,5.49]
["2007-07-17",8,5.51,5.52,5.51,{"v":5.5,"d":"5.50"},5.48]
["2007-07-18",9,5.49,5.51,5.51,5.48,5.49]
["2007-07-19",10,5.46,5.47,5.48,5.46,5.49]
["2007-07-20",11,5.49,5.47,{"v":5.5,"d":"5.50"},5.48,5.47]
["2007-07-21",12,{"v":5.5,"d":"5.50"},5.51,5.51,5.49,{"v":5.5,"d":"5.50"}]
["2007-07-22",13,5.51,5.49,{"v":5.5,"d":"5.50"},5.49,5.51]
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["2007-07-27",18,5.52,5.49,5.51,5.53,5.49]
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[null,"Step "]

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[]
[null,null,"Spec: 10.15 +/-0.1mm"]
[null,"组别","测                           量                         值"]
["日期","组别",1,2,3,4,5,6,7,8,9,10]
["2007-07-10",1,10.16,10.18,10.16,10.19,10.14,10.16,10.18,10.16,10.15,10.19]
["2007-07-11",2,10.16,10.14,10.15,10.18,10.12,10.13,{"v":10.2,"d":"10.20"},10.16,10.17,10.14]
["2007-07-12",3,{"v":10.2,"d":"10.20"},10.21,10.18,10.16,10.14,10.22,10.19,10.18,10.17,10.21]
["2007-07-13",4,10.15,10.19,10.14,10.17,10.09,10.19,10.14,10.16,10.13,10.22]
["2007-07-14",5,10.18,10.17,10.13,10.15,{"v":10.2,"d":"10.20"},10.18,10.18,10.16,10.21,10.19]
["2007-07-15",6,10.11,10.11,10.13,10.15,10.14,{"v":10.1,"d":"10.10"},10.12,10.13,10.16,10.18]
["2007-07-16",7,10.16,10.14,10.15,10.16,10.19,10.21,10.16,10.18,10.14,10.17]
["2007-07-17",8,10.17,10.24,10.19,10.16,10.17,10.12,10.21,10.18,10.21,10.22]
["2007-07-18",9,10.19,10.18,10.15,10.14,{"v":10.2,"d":"10.20"},10.16,10.18,10.16,10.09,10.13]
["2007-07-19",10,10.18,10.15,10.14,10.12,10.13,10.15,10.14,10.18,{"v":10.2,"d":"10.20"},10.13]
["2007-07-20",11,10.19,10.14,10.06,10.19,10.18,10.18,10.17,10.16,10.11,10.12]
["2007-07-21",12,10.15,10.14,10.21,10.17,10.15,10.12,10.18,10.17,10.24,{"v":10.2,"d":"10.20"}]
["2007-07-22",13,10.18,10.14,10.12,10.16,10.18,{"v":10.1,"d":"10.10"},10.09,10.08,10.09,10.17]
["2007-07-23",14,10.08,10.14,10.12,10.15,10.15,10.18,10.19,{"v":10.2,"d":"10.20"},10.18,10.17]
["2007-07-24",15,10.19,10.15,10.16,10.18,10.18,10.19,10.18,10.17,10.14,10.16]
["2007-07-25",16,10.16,10.15,10.12,10.19,10.18,10.16,10.17,10.22,10.11,10.18]
["2007-07-26",17,10.15,10.19,10.15,10.14,10.17,10.08,10.12,10.11,10.15,10.17]
["2007-07-27",18,10.17,10.14,{"v":10.1,"d":"10.10"},10.21,10.18,10.15,10.17,10.22,{"v":10.1,"d":"10.10"},10.11]
["2007-07-28",19,10.15,10.11,10.16,10.14,10.22,10.23,10.21,10.18,10.15,10.17]
["2007-07-29",20,10.18,10.17,10.13,{"v":10.1,"d":"10.10"},10.07,10.09,10.12,10.14,10.16,{"v":10.2,"d":"10.20"}]
["2007-07-30",21,10.15,10.18,10.17,10.19,10.21,10.22,10.12,10.18,10.16,10.17]
["2007-07-31",22,10.18,{"v":10.2,"d":"10.20"},10.13,10.14,10.18,10.09,10.08,10.16,10.14,10.18]
["2007-08-01",23,10.15,10.16,10.14,10.14,10.12,10.18,10.17,{"v":10.1,"d":"10.10"},10.09,10.15]
["2007-08-02",24,10.18,10.19,{"v":10.1,"d":"10.10"},10.12,10.08,10.09,10.18,10.13,10.15,10.16]
["2007-08-03",25,10.16,10.18,10.17,10.19,10.08,10.12,10.08,10.21,10.15,10.18]

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[null,9.72]
[null,9.73]
[null,9.67]
[null,10.1]
[null,10.11]
[null,10.26]
[null,9.52]
[null,10.28]
[null,9.96]
[null,10.11]
[null,9.82]
[null,10.42]
[null,10.1]
[null,10]
[null,10]
[null,9.99]
[null,10.6]
[null,9.41]
[null,10.15]
[null,9.85]
[null,9.46]
[null,9.09]
[null,9.4]
[null,10.12]
[null,10.06]
[null,9.98]
[null,9.78]
[null,10.48]
[null,10.09]
[null,10.17]
[null,10.36]
[null,9.65]
[null,9.63]
[null,10.25]
[null,9.33]
[null,10.24]
[null,9.88]
[null,9.87]
[null,10.35]
[null,10.11]
[null,10.06]
[null,9.79]
[null,10]
[null,10.13]
[null,9.91]
[null,10.27]
[null,10.07]
["Average",10.021400000000002]
[]
[]
[]
[]
[null,"There are drawbacks in the interpretation and use of X-bar MR chart"]
[1,"All interpretation is faulty if the data distribution is not normal."]
[null,"所有的解释都是错误的，如果数据不正态"]
[2,"individual's charts do not separate piece to piece repeatability of the process."]
[null,"单值图不能分为件与件的重复"]
[3,"Variability patterns canot be assured until 80-100 readings are taken."]
[null,"如果数据点少于80　到100，　变化的模式不能保证"]
[4,"individual's charts are not as sensitive to changes in the process as the Xbar -R chart"]
[null,"单值图没有Xbar-R图敏感"]

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[]
[{"$nulls":18},"缺陷数"]
["Date","No","测试数","不良数","Material",{"$nulls":3},"sample","defect",{"$nulls":3},1,"Unit","defect",null,"No","10（单位mm）","异色","麻点","起毛","总",null,null,"No","抽样数","缺陷数"]
["2007-08-10",1,206,8,1,{"$nulls":3},50,12,{"$nulls":3},2,5,10,null,1,10,5,7,3,15,null,null,1,105,235]
["2007-08-11",2,201,6,1,{"$nulls":3},50,15,{"$nulls":3},3,5,12,null,2,10,3,9,6,18,null,null,2,98,236]
["2007-08-12",3,195,11,1,{"$nulls":3},50,8,{"$nulls":3},4,5,8,null,3,10,9,5,8,22,null,null,3,101,253]
["2007-08-13",4,213,6,1,{"$nulls":3},50,10,{"$nulls":3},5,5,14,null,4,10,11,7,6,24,null,null,4,103,214]
["2007-08-14",5,204,4,1,{"$nulls":3},50,4,{"$nulls":3},6,5,10,null,5,10,8,9,4,21,null,null,5,109,210]
["2007-08-15",6,186,11,1,{"$nulls":3},50,7,{"$nulls":3},7,5,16,null,6,10,6,12,11,29,null,null,6,95,195]
["2007-08-16",7,199,7,1,{"$nulls":3},50,16,{"$nulls":3},8,5,11,null,7,10,7,7,8,22,null,null,7,89,183]
["2007-08-17",8,201,6,1,{"$nulls":3},50,9,{"$nulls":3},9,5,7,null,8,10,9,8,7,24,null,null,8,95,204]
["2007-08-18",9,207,12,1,{"$nulls":3},50,14,{"$nulls":3},10,5,10,null,9,10,11,8,8,27,null,null,9,110,206]
["2007-08-19",10,198,6,1,{"$nulls":3},50,10,{"$nulls":3},11,5,15,null,10,10,5,10,6,21,null,null,10,103,197]
["2007-08-20",11,176,8,1,{"$nulls":3},50,5,{"$nulls":3},12,5,9,null,11,10,14,9,9,32,null,null,11,104,196]
["2007-08-21",12,186,9,1,{"$nulls":3},50,6,{"$nulls":3},13,5,5,null,12,10,16,5,5,26,null,null,12,92,158]
["2007-08-22",13,204,4,1,{"$nulls":3},50,17,{"$nulls":3},14,5,7,null,13,10,7,14,8,29,null,null,13,86,193]
["2007-08-23",14,215,7,2,{"$nulls":3},50,12,{"$nulls":3},15,5,11,null,14,10,6,9,9,24,null,null,14,108,208]
["2007-08-24",15,223,11,2,{"$nulls":3},50,22,{"$nulls":3},16,5,12,null,15,10,9,8,5,22,null,null,15,112,352]
["2007-08-25",16,215,13,2,{"$nulls":3},50,8,{"$nulls":3},17,5,6,null,16,10,12,5,7,24,null,null,16,106,213]
["2007-08-26",17,204,10,2,{"$nulls":3},50,10,{"$nulls":3},18,5,8,null,17,10,7,6,6,19,null,null,17,99,224]
["2007-08-27",18,216,6,2,{"$nulls":3},50,5,{"$nulls":3},19,5,10,null,18,10,15,6,6,27,null,null,18,100,210]
["2007-08-28",19,218,8,2,{"$nulls":3},50,13,{"$nulls":3},20,5,7,null,19,10,9,8,8,25,null,null,19,101,178]
["2007-08-29",20,207,14,2,{"$nulls":3},50,11,{"$nulls":4},5,5,null,20,10,7,11,5,23,null,null,20,114,199]
["2007-08-30",21,229,12,2,{"$nulls":12},21,10,6,12,6,24,null,null,21,94,204]
["2007-08-31",22,178,9,2,{"$nulls":4},0.214,{"$nulls":3},"mean",{"$nulls":3},22,10,3,5,9,17,null,null,22,89,213]
["2007-09-01",23,196,6,2,{"$nulls":12},23,10,9,7,6,22,null,null,25,110,231]
["2007-09-02",24,185,7,2]
["2007-09-03",25,189,9,2]
[]
[null,"example"," nbar",202.04]
[null,null,"p bar",0.4016,{"$nulls":5},"NP"]
[{"$nulls":9},"UCL"]
[{"$nulls":9},"LCL"]
[]
[]
[]
["两种计算不良率平均值方法的差异"]
[10,11,4,20,10]
[100,120,50,200,10,0.2743333333333333]
[0.1,0.09166666666666666,0.08,0.1,1]

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[{"$nulls":7},"练习1",{"$nulls":4},"练习2",{"$nulls":7},"练习3"]
[{"$nulls":18},"NP chart",{"$nulls":6},"缺陷数"]
["Date","No","测试数","不良数","Material",null,null,"P/N","sample","reject","Material",null,"sample","defect",{"$nulls":3},"样本","不良",null,1,"Unit","defect",null,"No","10（单位mm）","异色","麻点","起毛","总",null,null,"No","抽样数","缺陷数",null,null,"Date","P/N","sample","reject","Material"]
["2007-08-10",1,206,8,1,null,null,1,51,12,1,null,50,12,null,null,1,80,1,null,2,5,10,null,1,10,5,7,3,15,null,null,1,105,235,null,null,"2007-08-10",1,51,12,1]
["2007-08-11",2,201,6,1,null,null,2,50,15,1,null,50,15,null,null,2,80,3,null,3,5,12,null,2,10,3,9,6,18,null,null,2,98,236,null,null,"2007-08-11",2,50,15,1]
["2007-08-12",3,195,11,1,null,null,3,54,8,1,null,50,8,null,null,3,80,2,null,4,5,8,null,3,10,9,5,8,22,null,null,3,101,253,null,null,"2007-08-12",3,54,8,1]
["2007-08-13",4,213,6,1,null,null,4,52,10,1,null,50,10,null,null,4,80,0,null,5,5,14,null,4,10,11,7,6,24,null,null,4,103,214,null,null,"2007-08-13",4,52,10,1]
["2007-08-14",5,204,4,1,null,null,5,49,4,1,null,50,4,null,null,5,80,1,null,6,5,10,null,5,10,8,9,4,21,null,null,5,109,210,null,null,"2007-08-14",5,49,4,1]
["2007-08-15",6,186,11,1,null,null,6,50,7,1,null,50,7,null,null,6,80,2,null,7,5,16,null,6,10,6,12,11,29,null,null,6,95,195,null,null,"2007-08-15",6,50,7,1]
["2007-08-16",7,199,7,1,null,null,7,51,16,1,null,50,16,null,null,7,80,4,null,8,5,11,null,7,10,7,7,8,22,null,null,7,89,183,null,null,"2007-08-16",7,51,16,1]
["2007-08-17",8,201,6,1,null,null,8,50,9,1,null,50,9,null,null,8,80,2,null,9,5,7,null,8,10,9,8,7,24,null,null,8,95,204,null,null,"2007-08-17",8,50,9,1]
["2007-08-18",9,207,12,1,null,null,9,52,14,1,null,50,14,null,null,9,80,1,null,10,5,10,null,9,10,11,8,8,27,null,null,9,110,206,null,null,"2007-08-18",9,52,14,1]
["2007-08-19",10,198,6,1,null,null,10,49,10,1,null,50,10,null,null,10,80,3,null,11,5,15,null,10,10,5,10,6,21,null,null,10,103,197,null,null,"2007-08-19",10,49,10,1]
["2007-08-20",11,176,8,1,null,null,11,50,5,2,null,50,5,null,null,11,80,2,null,12,5,9,null,11,10,14,9,9,32,null,null,11,104,196,null,null,"2007-08-20",11,50,5,2]
["2007-08-21",12,186,9,1,null,null,12,50,6,2,null,50,6,null,null,12,80,2,null,13,5,5,null,12,10,16,5,5,26,null,null,12,92,158,null,null,"2007-08-21",12,50,6,2]
["2007-08-22",13,204,4,1,null,null,13,47,17,2,null,50,17,null,null,13,80,2,null,14,5,7,null,13,10,7,14,8,29,null,null,13,86,193,null,null,"2007-08-22",13,47,17,2]
["2007-08-23",14,215,7,2,null,null,14,50,12,2,null,50,12,null,null,14,80,0,null,15,5,11,null,14,10,6,9,9,24,null,null,14,108,208,null,null,"2007-08-23",14,50,12,2]
["2007-08-24",15,223,11,2,null,null,15,53,22,2,null,50,22,null,null,15,80,4,null,16,5,12,null,15,10,9,8,5,22,null,null,15,112,352,null,null,"2007-08-24",15,53,22,2]
["2007-08-25",16,215,13,2,null,null,16,50,8,2,null,50,8,null,null,16,80,5,null,17,5,6,null,16,10,12,5,7,24,null,null,16,106,213,null,null,"2007-08-25",16,50,8,2]
["2007-08-26",17,204,10,2,null,null,17,52,10,2,null,50,10,null,null,17,80,1,null,18,5,8,null,17,10,7,6,6,19,null,null,17,99,224,null,null,"2007-08-26",17,52,10,2]
["2007-08-27",18,216,6,2,null,null,18,52,5,2,null,50,5,null,null,18,80,2,null,19,5,10,null,18,10,15,6,6,27,null,null,18,100,210,null,null,"2007-08-27",18,52,5,2]
["2007-08-28",19,218,8,2,null,null,19,51,13,2,null,50,13,null,null,19,80,4,null,20,5,7,null,19,10,9,8,8,25,null,null,19,101,178,null,null,"2007-08-28",19,51,13,2]
["2007-08-29",20,207,14,2,null,null,20,51,11,2,null,50,11,null,null,20,80,2,null,null,5,5,null,20,10,7,11,5,23,null,null,20,114,199,null,null,"2007-08-29",20,51,11,2]
["2007-08-30",21,229,12,2,{"$nulls":11},21,80,1,{"$nulls":5},21,10,6,12,6,24,null,null,21,94,204]
["2007-08-31",22,178,9,2,{"$nulls":8},0.214,null,null,22,80,1,null,"mean",{"$nulls":3},22,10,3,5,9,17,null,null,22,89,213]
["2007-09-01",23,196,6,2,{"$nulls":11},23,80,1,{"$nulls":5},23,10,9,7,6,22,null,null,25,110,231]
["2007-09-02",24,185,7,2,{"$nulls":11},24,80,3]
["2007-09-03",25,189,9,2,{"$nulls":11},25,80,2]
[]
[null,"example"," nbar",202.04,{"$nulls":12},"np+3sqrt(np(1-p))"]
[null,null,"p bar",0.4016,{"$nulls":9},"NP",null,null,"np-3sqrt(np(1-p))"]
[{"$nulls":13},"UCL",{"$nulls":4},6.269872338499119]
[{"$nulls":13},"LCL"]
[]
[]
[]
["两种计算不良率平均值方法的差异"]
[10,11,4,20,10]
[100,120,50,200,10,0.2743333333333333]
[0.1,0.09166666666666666,0.08,0.1,1]