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[1,-1,1,1,-1,-1,1,1,-1,1,-1]
[1,-1,1,-1,1,1,1,-1,-1,-1,1]
[1,-1,-1,1,1,1,-1,1,1,-1,-1]
[1,1,1,-1,-1,-1,-1,1,1,-1,1]
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[-1,1,1,-1,-1,1,1,1,1,-1,-1,1,1,-1,-1,-1,-1,1,1,-1,-1,1,1,1,1,-1,-1,1,1,-1,-1]
[-1,1,1,-1,-1,1,1,1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,-1,-1,1,1,-1,-1,1,1]
[-1,1,1,1,1,-1,-1,-1,-1,1,1,1,1,-1,-1,-1,-1,1,1,1,1,-1,-1,-1,-1,1,1,1,1,-1,-1]
[-1,1,1,1,1,-1,-1,-1,-1,1,1,1,1,-1,-1,1,1,-1,-1,-1,-1,1,1,1,1,-1,-1,-1,-1,1,1]
[-1,1,1,1,1,-1,-1,1,1,-1,-1,-1,-1,1,1,-1,-1,1,1,1,1,-1,-1,1,1,-1,-1,-1,-1,1,1]
[-1,1,1,1,1,-1,-1,1,1,-1,-1,-1,-1,1,1,1,1,-1,-1,-1,-1,1,1,-1,-1,1,1,1,1,-1,-1]
[1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1]
[1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1]
[1,-1,1,-1,1,-1,1,1,-1,1,-1,1,-1,1,-1,-1,1,-1,1,-1,1,-1,1,1,-1,1,-1,1,-1,1,-1]
[1,-1,1,-1,1,-1,1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,1,-1,-1,1,-1,1,-1,1,-1,1]
[1,-1,1,1,-1,1,-1,-1,1,-1,1,1,-1,1,-1,-1,1,-1,1,1,-1,1,-1,-1,1,-1,1,1,-1,1,-1]
[1,-1,1,1,-1,1,-1,-1,1,-1,1,1,-1,1,-1,1,-1,1,-1,-1,1,-1,1,1,-1,1,-1,-1,1,-1,1]
[1,-1,1,1,-1,1,-1,1,-1,1,-1,-1,1,-1,1,-1,1,-1,1,1,-1,1,-1,1,-1,1,-1,-1,1,-1,1]
[1,-1,1,1,-1,1,-1,1,-1,1,-1,-1,1,-1,1,1,-1,1,-1,-1,1,-1,1,-1,1,-1,1,1,-1,1,-1]
[1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,1,1,-1]
[1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,1,1,-1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,1]
[1,1,-1,-1,1,1,-1,1,-1,-1,1,1,-1,-1,1,-1,1,1,-1,-1,1,1,-1,1,-1,-1,1,1,-1,-1,1]
[1,1,-1,-1,1,1,-1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,1,1,-1,-1,1,-1,1,1,-1,-1,1,1,-1]
[1,1,-1,1,-1,-1,1,-1,1,1,-1,1,-1,-1,1,-1,1,1,-1,1,-1,-1,1,-1,1,1,-1,1,-1,-1,1]
[1,1,-1,1,-1,-1,1,-1,1,1,-1,1,-1,-1,1,1,-1,-1,1,-1,1,1,-1,1,-1,-1,1,-1,1,1,-1]
[1,1,-1,1,-1,-1,1,1,-1,-1,1,-1,1,1,-1,-1,1,1,-1,1,-1,-1,1,1,-1,-1,1,-1,1,1,-1]
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{"sheet":"L9","index":23,"n_rows":9,"n_cols":4,"rows_kept":9,"cut":false,"hidden":false,"merged":[]}
[-1,-1,-1,-1]
[-1,0,0,0]
[-1,1,1,1]
[0,-1,0,1]
[0,0,1,-1]
[0,1,-1,0]
[1,-1,1,0]
[1,0,-1,1]
[1,1,0,-1]

{"sheet":"L27","index":24,"n_rows":27,"n_cols":13,"rows_kept":27,"cut":false,"hidden":false,"merged":[]}
[-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1]
[-1,-1,-1,-1,0,0,0,0,0,0,0,0,0]
[-1,-1,-1,-1,1,1,1,1,1,1,1,1,1]
[-1,0,0,0,-1,-1,-1,0,0,0,1,1,1]
[-1,0,0,0,0,0,0,1,1,1,-1,-1,-1]
[-1,0,0,0,1,1,1,-1,-1,-1,0,0,0]
[-1,1,1,1,-1,-1,-1,1,1,1,0,0,0]
[-1,1,1,1,0,0,0,-1,-1,-1,1,1,1]
[-1,1,1,1,1,1,1,0,0,0,-1,-1,-1]
[0,-1,0,1,-1,0,1,-1,0,1,-1,0,1]
[0,-1,0,1,0,1,-1,0,1,-1,0,1,-1]
[0,-1,0,1,1,-1,0,1,-1,0,1,-1,0]
[0,0,1,-1,-1,0,1,0,1,-1,1,-1,0]
[0,0,1,-1,0,1,-1,1,-1,0,-1,0,1]
[0,0,1,-1,1,-1,0,-1,0,1,0,1,-1]
[0,1,-1,0,-1,0,1,1,-1,0,0,1,-1]
[0,1,-1,0,0,1,-1,-1,0,1,1,-1,0]
[0,1,-1,0,1,-1,0,0,1,-1,-1,0,1]
[1,-1,1,0,-1,1,0,-1,1,0,-1,1,0]
[1,-1,1,0,0,-1,1,0,-1,1,0,-1,1]
[1,-1,1,0,1,0,-1,1,0,-1,1,0,-1]
[1,0,-1,1,-1,1,0,0,-1,1,1,0,-1]
[1,0,-1,1,0,-1,1,1,0,-1,-1,1,0]
[1,0,-1,1,1,0,-1,-1,1,0,0,-1,1]
[1,1,0,-1,-1,1,0,1,0,-1,0,-1,1]
[1,1,0,-1,0,-1,1,-1,1,0,1,0,-1]
[1,1,0,-1,1,0,-1,0,-1,1,-1,1,0]

{"sheet":"Descriptive","index":25,"n_rows":13,"n_cols":1,"rows_kept":13,"cut":false,"hidden":false,"merged":[]}
["Descriptive Statistics"]
[]
[]
["Mean"]
["Standard deviation"]
["Count"]
["Min"]
["Q1"]
["Median"]
["Q3"]
["Max"]
["95% C.I. Mean"]
["95% C.I. Standard Dev."]

{"sheet":"T-test","index":26,"n_rows":18,"n_cols":1,"rows_kept":18,"cut":false,"hidden":false,"merged":[[6,1,6,4],[3,1,3,4],[4,1,4,4]]}
["T-test"]
[]
["Hypothesis Test"]
["HNull"]
["HAlternative"]
[]
["Conclusion:"]
[]
["Sample Data"]
["Sample 1"]
["Mean"]
["Standard deviation"]
["N"]
[]
["T-test Information"]
["T-calculated"]
["T-critical"]
["p-value"]

{"sheet":"Proportion","index":27,"n_rows":16,"n_cols":1,"rows_kept":16,"cut":false,"hidden":false,"merged":[[3,1,3,4],[4,1,4,4],[6,1,6,5]]}
["Proportion"]
[]
["Hypothesis Test"]
["HNull"]
["HAlternative"]
[]
["Conclusion:"]
[]
["Sample Data"]
[]
["Proportion"]
["95% C.I."]
["N"]
[]
["Test Information"]
["p-value"]

{"sheet":"Chi2-test","index":28,"n_rows":9,"n_cols":2,"rows_kept":9,"cut":false,"hidden":false,"merged":[[3,1,3,4],[4,1,4,4],[6,1,6,4]]}
["Chi2-test"]
[]
["Hypothesis Test"]
["HNull","No significant difference in proportions exist between the groups "]
["HAlternative","A significant difference in proportions exist between the groups "]
[]
["Conclusion:"]
[]
["Table"]

{"sheet":"ANOVA","index":29,"n_rows":13,"n_cols":6,"rows_kept":13,"cut":false,"hidden":false,"merged":[[3,1,3,4],[4,1,4,4],[6,1,6,4]]}
["ANOVA"]
[]
["Hypothesis Test"]
["HNull","The mean-values of all groups are equal."]
["HAlternative","The mean-values of all groups are not equal."]
[]
["Conclusion:"]
[]
["Analysis of Variance"]
["Source","df","SS","MS","F","p-value"]
["Group"]
["Error"]
["Total"]

{"sheet":"Correlation","index":30,"n_rows":1,"n_cols":1,"rows_kept":1,"cut":false,"hidden":false,"merged":[]}
["Correlation Matrix"]

{"sheet":"Regression","index":31,"n_rows":20,"n_cols":6,"rows_kept":20,"cut":false,"hidden":false,"merged":[[15,0,15,5]]}
["Regression Analysis"]
[]
["Regression Statistics"]
["R2"]
["R2-adjusted"]
["S"]
["Observations"]
[]
["ANOVA"]
["Source","df","SS","MS","F","p-value"]
["Regression"]
["Residual Error"]
["Total"]
[]
["Regression Equation:"]
[]
[]
[]
["Dependent Vars","Coefficient","Standard Error","T","p-value"]
["Constant","      Not fitted"]

{"sheet":"DOE","index":32,"n_rows":11,"n_cols":2,"rows_kept":11,"cut":false,"hidden":false,"merged":[[7,2,7,8],[7,0,7,1],[3,0,3,1],[4,0,4,1],[5,0,5,1],[6,0,6,1]]}
["Design of Experiments"]
[]
[]
["Factors #"]
["Runs #"]
["Center points #"]
["Replicates #"]
["Design"]
[]
["Experimental Design"]
["Run Ord.","Std. Ord."]

{"sheet":"Statapult Calculator","index":33,"n_rows":62,"n_cols":20,"rows_kept":62,"cut":false,"hidden":false,"merged":[[19,8,19,9],[2,0,2,19],[55,0,55,2],[56,0,56,2],[61,15,61,19],[57,0,57,2],[58,0,58,2],[59,0,59,2],[60,0,60,2]]}
["The Statapult Calculator"]
[]
["The Statapult is a commonly used training tool and can be used to teach basic statistics, statistical process control (SPC), design of experiments (DOE) and variance reduction techniques. This calculator has been designed to assist"]
["in analyzing a 3 factors, full-factorial design, i.e. 8 runs. The three factors in the experiment are the starting Angle, the Cup position and the Hook position. The calculator does not perform any ANOVA calculation, t-tests etc to"]
["determine the statistical significance of the factors or interactions. It merely assists in calculating the model for the Mean Distance and the Standard Deviation of the Distance (provided that the runs are replicated). It also features a"]
["Process Simulator to assist in predicting the distance of different input settings and can be used for verification of the model."]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["EXPERIMENTAL MATRIX:"]
[null,null,null,null,null,null,null,null,"Distance"]
["Run","Angle","Cup","Hook","A*C","A*H","C*H","A*C*H","Mean","STDEV",null,"Measurements"]
[1,-1,-1,-1,{"$f":"B22*C22","v":1},{"$f":"B22*D22","v":1},{"$f":"C22*D22","v":1},{"$f":"B22*C22*D22","v":-1},{"$f":"IF(COUNT(L22:T22)>0,AVERAGE(L22:T22),\"\")","v":105},{"$f":"IF(COUNT(L22:T22)>1,STDEV(L22:T22),\"\")","v":5.5677643628300215},null,106,99,110]
[2,1,-1,-1,{"$f":"B23*C23","v":-1},{"$f":"B23*D23","v":-1},{"$f":"C23*D23","v":1},{"$f":"B23*C23*D23","v":1},206,5.5677643628300215,null,205,212,201]
[3,-1,1,-1,-1,1,-1,1,154,2.6457513110645907,null,152,157,153]
[4,1,1,-1,1,-1,-1,-1,288.66666666666669,5.5075705472861021,null,285,286,295]
[5,-1,-1,1,1,-1,-1,1,135,4.358898943540674,null,140,133,132]
[6,1,-1,1,-1,1,-1,-1,302.33333333333331,5.1316014394468841,null,301,298,308]
[7,-1,1,1,-1,-1,1,-1,193.33333333333334,3.5118845842842465,null,190,197,193]
[8,1,1,1,1,1,1,1,450,9.1651513899116797,null,440,452,458]
[]
[]
["ANALYSIS OF EXPERIMENT: MEAN DISTANCE",null,null,null,null,null,null,null,null,null,null,"ANALYSIS OF EXPERIMENT: STANDARD DEVIATION OF DISTANCE"]
[]
["Run","Angle","Cup","Hook","A*C","A*H","C*H","A*C*H","Mean",null,null,"Run","Angle","Cup","Hook","A*C","A*H","C*H","A*C*H","STDEV"]
[1,{"$f":"IF($I22<>\"\",B22*$I22,\"\")","v":-105},{"$f":"IF($I22<>\"\",C22*$I22,\"\")","v":-105},-105,105,105,105,-105,{"$f":"I22","v":105},null,null,1,{"$f":"IF($J22<>\"\",B22*$J22,\"\")","v":-5.5677643628300215},{"$f":"IF($J22<>\"\",C22*$J22,\"\")","v":-5.5677643628300215},-5.5677643628300215,5.5677643628300215,5.5677643628300215,5.5677643628300215,-5.5677643628300215,{"$f":"J22","v":5.5677643628300215}]
[2,206,{"$f":"IF($I23<>\"\",C23*$I23,\"\")","v":-206},-206,-206,-206,206,206,{"$f":"I23","v":206},null,null,2,{"$f":"IF($J23<>\"\",B23*$J23,\"\")","v":5.5677643628300215},{"$f":"IF($J23<>\"\",C23*$J23,\"\")","v":-5.5677643628300215},{"$f":"IF($J23<>\"\",D23*$J23,\"\")","v":-5.5677643628300215},{"$f":"IF($J23<>\"\",E23*$J23,\"\")","v":-5.5677643628300215},{"$f":"IF($J23<>\"\",F23*$J23,\"\")","v":-5.5677643628300215},{"$f":"IF($J23<>\"\",G23*$J23,\"\")","v":5.5677643628300215},{"$f":"IF($J23<>\"\",H23*$J23,\"\")","v":5.5677643628300215},{"$f":"J23","v":5.5677643628300215}]
[3,-154,154,-154,-154,154,-154,154,154,null,null,3,-2.6457513110645907,2.6457513110645907,-2.6457513110645907,-2.6457513110645907,2.6457513110645907,-2.6457513110645907,2.6457513110645907,2.6457513110645907]
[4,288.66666666666669,288.66666666666669,-288.66666666666669,288.66666666666669,-288.66666666666669,-288.66666666666669,-288.66666666666669,288.66666666666669,null,null,4,5.5075705472861021,5.5075705472861021,-5.5075705472861021,5.5075705472861021,-5.5075705472861021,-5.5075705472861021,-5.5075705472861021,5.5075705472861021]
[5,-135,-135,135,135,-135,-135,135,135,null,null,5,-4.358898943540674,-4.358898943540674,4.358898943540674,4.358898943540674,-4.358898943540674,-4.358898943540674,4.358898943540674,4.358898943540674]
[6,302.33333333333331,-302.33333333333331,302.33333333333331,-302.33333333333331,302.33333333333331,-302.33333333333331,-302.33333333333331,302.33333333333331,null,null,6,5.1316014394468841,-5.1316014394468841,5.1316014394468841,-5.1316014394468841,5.1316014394468841,-5.1316014394468841,-5.1316014394468841,5.1316014394468841]
[7,{"$f":"IF($I28<>\"\",B28*$I28,\"\")","v":-193.33333333333334},193.33333333333334,193.33333333333334,-193.33333333333334,-193.33333333333334,193.33333333333334,-193.33333333333334,193.33333333333334,null,null,7,-3.5118845842842465,3.5118845842842465,3.5118845842842465,-3.5118845842842465,-3.5118845842842465,3.5118845842842465,-3.5118845842842465,3.5118845842842465]
[8,{"$f":"IF($I29<>\"\",B29*$I29,\"\")","v":450},450,450,450,450,450,450,450,null,null,8,9.1651513899116797,9.1651513899116797,9.1651513899116797,9.1651513899116797,9.1651513899116797,9.1651513899116797,9.1651513899116797,9.1651513899116797]
["Contrast",{"$f":"SUM(B35:B42)","v":659.66666666666663},{"$f":"SUM(C35:C42)","v":337.66666666666674},326.99999999999989,123,188.33333333333326,74.333333333333371,55.666666666666629,null,null,null,"Contrast",{"$f":"SUM(M35:M42)","v":9.287788537755155},0.20432872389901924,2.8786857731727444,7.7423835459427348,3.5641500653121323,6.168742458517718,2.0187450734997121]
["Effect",{"$f":"B43/4","v":164.91666666666666},{"$f":"C43/4","v":84.416666666666686},81.749999999999972,30.75,47.083333333333314,18.583333333333343,13.916666666666657,null,null,null,"Effect",{"$f":"M43/4","v":2.3219471344387888},5.1082180974754809E-2,0.71967144329318611,1.9355958864856837,0.89103751632803307,1.5421856146294295,0.50468626837492803]
["Coefficient",{"$f":"B44/2","v":82.458333333333329},{"$f":"C44/2","v":42.208333333333343},40.874999999999986,15.375,23.541666666666657,9.2916666666666714,6.9583333333333286,{"$f":"IF(COUNT(I35:I42)>0,AVERAGE(I35:I42),0)","v":229.29166666666666},null,null,"Coefficient",{"$f":"M44/2","v":1.1609735672193944},2.5541090487377405E-2,0.35983572164659305,0.96779794324284185,0.44551875816401654,0.77109280731471475,0.25234313418746401,{"$f":"IF(COUNT(T35:T42)>0,AVERAGE(T35:T42),0)","v":5.1820483676492772}]
[]
[]
["PROCESS DESCRIPTION: MEAN DISTANCE",null,null,null,null,null,null,null,null,null,null,"PROCESS DESCRIPTION: STANDARD DEVIATION OF DISTANCE"]
[]
["Mean =",{"$f":"TEXT(I45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&IF(B45>=0,\"+\",\"\")&TEXT(B45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Angle\"&IF(C45>=0,\"+\",\"\")&TEXT(C45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Cup\"&IF(D45>=0,\"+\",\"\")&TEXT(D45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Hook\"&IF(E45>=0,\"+\",\"\")&TEXT(E45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Angle*Cup\"&IF(F45>=0,\"+\",\"\")&TEXT(F45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Angle*Hook\"","v":"229.3+82.5*Angle+42.2*Cup+40.9*Hook+15.4*Angle*Cup+23.5*Angle*Hook"},null,null,null,null,null,null,null,null,null,"STDEV =",{"$f":"TEXT(T45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&IF(M45>=0,\"+\",\"\")&TEXT(M45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Angle\"&IF(N45>=0,\"+\",\"\")&TEXT(N45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Cup\"&IF(O45>=0,\"+\",\"\")&TEXT(O45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Hook\"&IF(P45>=0,\"+\",\"\")&TEXT(P45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Angle*Cup\"&IF(Q45>=0,\"+\",\"\")&TEXT(Q45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Angle*Hook\"","v":"5.2+1.2*Angle+0.0*Cup+0.4*Hook+1.0*Angle*Cup+0.4*Angle*Hook"}]
[null,{"$f":"IF(G45>=0,\"+\",\"\")&TEXT(G45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Cup*Hook\"&IF(H45>=0,\"+\",\"\")&TEXT(H45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Angle*Cup*Hook\"","v":"+9.3*Cup*Hook+7.0*Angle*Cup*Hook"},null,null,null,null,null,null,null,null,null,null,{"$f":"IF(R45>=0,\"+\",\"\")&TEXT(R45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Cup*Hook\"&IF(S45>=0,\"+\",\"\")&TEXT(S45,IF(MID(FIXED(0.5,1,FALSE),2,1)=\".\",\"0.0\",\"0,0\"))&\"*Angle*Cup*Hook\"","v":"+0.8*Cup*Hook+0.3*Angle*Cup*Hook"}]
[]
[]
["PROCESS SIMULATOR:"]
[]
["Factor",null,null,"Setting"]
["Angle",null,null,171.38613861386139]
["Cup",null,null,1]
["Hook",null,null,-1]
["Expected Distance",null,null,{"$f":"I45+B45*(D57-165)/15+C45*D58+D45*D59+E45*D58*(D57-165)/15+F45*D59*(D57-165)/15+G45*D58*D59+H45*D58*D59*(D57-165)/15","v":250}]
["Expected Standard Deviation",null,null,{"$f":"T45+M45*(D57-165)/15+N45*D58+O45*D59+P45*D58*(D57-165)/15+Q45*D59*(D57-165)/15+R45*D58*D59+S45*D58*D59*(D57-165)/15","v":4.6858600735195299}]
["Copyright © Johansson Consulting, 2004. All rights reserved.",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Visit our Web-Site: http://www.johansson-consulting.com/"]

{"sheet":"TUW-I","index":34,"n_rows":30,"n_cols":15,"rows_kept":30,"cut":false,"hidden":false,"merged":[[19,12,19,14]]}
["The Transmitter Unit Workbench"]
[]
["Run a DOE to characterize the function of the transmitter unit. Which are the \"vital few\" factors and how do they relate to the location and "]
["spread of the output signal? How does the noise variable, operating temperature, affect the stability of the design? Can you make it robust?"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Factors","Value",null,null,null,null,null,null,null,null,null,null,"Output"]
["R1",{"$f":"4.2+E21/100","v":4.7},"kΩ",null,50,null,null,null,null,null,null,null,"Test # 1",null,"MHz"]
["R2",{"$f":"305+E22/2","v":330},"Ω",null,50,null,null,null,null,null,null,null,"Test # 2",null,"MHz"]
["C1",{"$f":"0.75+E23/100","v":1},"nF",null,25,"2N3904",null,null,null,null,null,null,"Test # 3",null,"MHz"]
["C2",{"$f":"10*(2.25+E24/100)","v":25},"pF",null,25,"4Q3162",null,null,null,null,null,null,"Test # 4",null,"MHz"]
["C3",{"$f":"4.2+E25/100","v":4.7},"pF",null,50,"2N4106",null,null,null,null,null,null,"Test # 5",null,"MHz"]
["C4",{"$f":"0.75+E26/100","v":1},"nF",null,25,null,null,null,null,null,null,null,"Test # 6",null,"MHz"]
["L1",{"$f":"0.08+E27/100","v":0.1},"μH",null,2,null,null,null,null,null,null,null,"Test # 7",null,"MHz"]
["Q1",{"$f":"E28","v":"2N3904"},null,null,"2N3904",null,null,null,null,null,null,null,"Mean",{"$f":"IF(COUNT(N21:N27)=7,AVERAGE(N21:N27),\"N/A\")","v":"N/A"},"MHz"]
["Temperature",{"$f":"E29/2-10","v":20},"°C",null,60,{"$f":" 10*(24.9715000015529-0.2338050000047*B24-82.38*B27-0.0216908666126822*B22+113.389178473883*B27*B27+0.0000336095357384017*B22*B22+0.496500000042745*B24*B27)","v":97.656092460079122},null,null,null,null,null,null,"STDEV",{"$f":"IF(COUNT(N21:N27)=7,STDEV(N21:N27),\"N/A\")","v":"N/A"},"MHz"]
["Copyright © Johansson Consulting, 2004. All rights reserved."]

{"sheet":"SPC-demo","index":35,"n_rows":125,"n_cols":15,"rows_kept":125,"cut":false,"hidden":false,"merged":[]}
["Statistical Process Control Demo"]
[]
["Run the production and try to keep the dimension between the specification limits [10.00 ± 0.40]. Use the arrow buttons to adjust the mean process value up and down"]
["[step: ± 0.05].The capability of the process is 4σ (the short-term standard deviation is 0.10), i.e., if you can control the process, the expected defect rate is 6207 dpmo."]
[]
[]
[]
[]
[null,null,null,null,null,null,10]
[null,null,null,null,null,null,0.1]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Increase"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"  +0.05"]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Decrease"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"   -0.05"]
[]
[]
[]
[]
[]
[]
[]
["Total production #",null,0]
["Defects #",null,0]
["Defects %",null,{"$f":"IF(C29<>0,C30/C29,0)","v":0}]
["Copyright © Johansson Consulting, 2004. All rights reserved."]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Table - Do not touch!"]
["#","LSL","LCL","Value","UCL","USL"]
[1,9.6,0,10,0,10.4]
[2,{"$f":"B101","v":9.6},{"$f":"C101","v":0},10,{"$f":"E101","v":0},{"$f":"F101","v":10.4}]
[3,9.6,0,10,0,10.4]
[4,9.6,0,10,0,10.4]
[5,9.6,0,10,0,10.4]
[6,9.6,0,10,0,10.4]
[7,9.6,0,10,0,10.4]
[8,9.6,0,10,0,10.4]
[9,9.6,0,10,0,10.4]
[10,9.6,0,10,0,10.4]
[11,9.6,0,10,0,10.4]
[12,9.6,0,10,0,10.4]
[13,9.6,0,10,0,10.4]
[14,9.6,0,10,0,10.4]
[15,9.6,0,10,0,10.4]
[16,9.6,0,10,0,10.4]
[17,9.6,0,10,0,10.4]
[18,9.6,0,10,0,10.4]
[19,9.6,0,10,0,10.4]
[20,9.6,0,10,0,10.4]
[21,9.6,0,10,0,10.4]
[22,9.6,0,10,0,10.4]
[23,9.6,0,10,0,10.4]
[24,9.6,0,10,0,10.4]
[25,9.6,0,10,0,10.4]

{"sheet":"DMAIC-Process","index":36,"n_rows":43,"n_cols":4,"rows_kept":43,"cut":false,"hidden":false,"merged":[[5,1,5,3],[2,1,2,3],[3,1,3,3],[4,1,4,3]]}
["DMAIC-Process Overview",null," "," "]
[null,null," "," "]
["DMAIC Improvement Project:"]
["Date:"]
["Prepared by:"]
["Process/Product/Service:"]
[]
["Define Phase","Responsible Person","Planned Date","Completion Date"]
["Define the customers and their requirements in terms of CTQs."]
["Develop a high level XY-matrix to link the CTQs to Xs."]
["Develop a high level process map or SIPOC (suppliers, inputs, process, outputs and customers) for the target process to improve."]
["Brainstorming Session: What are the problems of the process?"]
["Brainstorming Session: What are the goals and benefits of the project?"]
["Define the measures that you'll use to determine the effectiveness of the project."]
["Complete the project charter including business case, problem and goal statements, project scope, milestones, roles and responsibilities, and communication plan. "]
[]
["Measure Phase","Responsible Person","Planned Date","Completion Date"]
["Define defects, opportunities, units and the metrics to be used."]
["Develop a detailed process map to identify areas where data collection should take place, and design a data collection plan."]
["Validate the measurement system."]
["Collect data and determine current process capability and sigma baseline level."]
[]
["Analyze Phase","Responsible Person","Planned Date","Completion Date"]
["Define process performance objectives."]
["Identify value and non-value added process steps in the process."]
["Brainstorming Session: What are the sources of variation?"]
["Brainstorming Session: Identify relationships and root causes."]
["Determine key input variables and the Y = f(X) relationship between the input and the output variables"]
[]
["Improve Phase","Responsible Person","Planned Date","Completion Date"]
["Brainstorming Session: What are the potential solutions?"]
["Develop process maps of the potential process(es)."]
["Perform DOE(s) to evaluate potential solutions. Use the DOE planning sheet-template."]
["Complete a FMEA to assess failure modes of potential solutions"]
["Perform a pilot study and collect data from the potential process and analyze them to validate improvement."]
["Develop a implementation plan, including schedule, action plan, resources, risk management plan, cost/budget, communication and control plan."]
[]
["Control Phase","Responsible Person","Planned Date","Completion Date"]
["Collect data and make control charts for key variables. Calculate process capability on-going."]
["Develop transfer plan and handoff to process owner."]
["Calculate cost and savings, and other achieved benefits."]
["Close project and finalize documents."]
[null,null,null,"Copyright © Johansson Consulting, 2004. All rights reserved"]

{"sheet":"Project Charter","index":37,"n_rows":37,"n_cols":6,"rows_kept":37,"cut":false,"hidden":false,"merged":[[10,7,10,9],[11,7,11,9],[2,1,2,3],[3,1,3,3],[4,1,4,3],[5,1,5,3],[23,0,23,3],[23,5,23,9],[26,5,35,9],[14,7,14,9],[8,1,8,3],[9,1,9,3],[10,1,10,3],[11,1,11,3],[8,7,8,9],[9,7,9,9],[12,1,12,3],[13,1,13,3],[14,1,14,3],[17,0,17,9],[20,0,20,3],[20,5,20,9],[12,7,12,9],[13,7,13,9],[26,0,26,1],[27,0,27,1],[28,0,28,1],[34,0,34,1],[35,0,35,1],[30,0,30,1],[31,0,31,1],[32,0,32,1],[33,0,33,1],[29,0,29,1]]}
["Project Charter",null,null,null," ","  "]
[" "," "," "," "," ","  "]
["DMAIC Improvement Project:"]
["Date:"]
["Prepared by:"]
["Process/Product/Service:"]
[]
["Steering Group"," "," ",null," ","Team Members"]
["Sponsor:",null,null,null," ","Team Leader:"]
["Master Black Belt:",null,null,null," ","Black Belt:"]
["Subject Matter Experts:",null,null,null," ","Team Members:"]
[null,null,null,null," "]
[]
[]
[]
[" "," "," "," "," ","  "]
["Background and purpose of project"]
[]
[]
["What is the goal of the project and the expected results?",null,null,null,null,"How will the project results be measured?"]
[]
[]
["What is the specific value added to the customers?",null,null,null,null,"What is the specific value added to the company?"]
[]
[" "," "," "," "," ","  "]
["Key milestones",null,"Planned Date","Completed Date"," ","Business Case"]
[null,null,null,null," ","  What is the expected cost and savings? What is the ROI?"]
[null,null,null,null," "]
[null,null,null,null," "]
[null,null,null,null," "]
[null,null,null,null," "]
[null,null,null,null," "]
[null,null,null,null," "]
[null,null,null,null," "]
[null,null,null,null," "]
[null,null,null,null," "]
["Copyright © Johansson Consulting, 2004. All rights reserved"]

{"sheet":"XY-Matrix","index":38,"n_rows":102,"n_cols":13,"rows_kept":102,"cut":false,"hidden":false,"merged":[[12,1,12,3],[13,1,13,3],[14,1,14,3],[15,1,15,3]]}
["XY Matrix"]
[" "]
["Instructions"]
["The XY-matrix helps identifying areas of focus in the define-phase by linking CTQs (Ys) to causes (Xs). It can also be used by a project team to identify the initial factors for a designed experiment. "]
[]
["Steps for Using the XY Matrix"]
["1) In the Output Variables (Y's) row, enter the important CTQs."]
["2) Rate each Y from 1 to 10. Assign the highest number to the most important."]
["3) Identify all of the potential causes (X's) that can impact the various outputs and list these in the Input Variables (X's) column. (Use the X's identified on the process map.) "]
["4) Determine the impact of each X on each Y. In the Association Table, rate the effect each X has on each Y. Use a scale from 1-10, with the most important receiving the highest number. "]
["5) The overall ratings of the Xs will be calculated automatically."]
[]
["DMAIC Improvement Project:"]
["Date:"]
["Prepared by:"]
["Process/Product/Service:"]
[]
[" ",1,2,3,4,5,6,7,8,9,10]
["Output Variables (Y's)",null,null,null,null," "," "," "," "," "," "," ","  "]
["Output Rating 1 to 10",null,null,null,null,null,null,null,null,null,null," ","  "]
["Input Variables (X's)",null,null,null,null,null,null,null,null,null,null,"Rating","% "]
[null,null,null,null,null,null,null,null,null,null,null,{"$f":"B$20*B22+C$20*C22+D$20*D22+E$20*E22+F$20*F22+G$20*G22+H$20*H22+I$20*I22+J$20*J22+K$20*K22","v":0},{"$f":"IF(L$42<>0,L22/L$42,0)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,{"$f":"B$20*B23+C$20*C23+D$20*D23+E$20*E23+F$20*F23+G$20*G23+H$20*H23+I$20*I23+J$20*J23+K$20*K23","v":0},{"$f":"IF(L$42<>0,L23/L$42,0)","v":0}]
[null,null,null,null,null,null,null,null,null,null,null,{"$f":"B$20*B24+C$20*C24+D$20*D24+E$20*E24+F$20*F24+G$20*G24+H$20*H24+I$20*I24+J$20*J24+K$20*K24","v":0},0]
[null,null,null,null,null,null,null,null,null,null,null,{"$f":"B$20*B25+C$20*C25+D$20*D25+E$20*E25+F$20*F25+G$20*G25+H$20*H25+I$20*I25+J$20*J25+K$20*K25","v":0},0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,{"$f":"B$20*B32+C$20*C32+D$20*D32+E$20*E32+F$20*F32+G$20*G32+H$20*H32+I$20*I32+J$20*J32+K$20*K32","v":0},0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,{"$f":"B$20*B37+C$20*C37+D$20*D37+E$20*E37+F$20*F37+G$20*G37+H$20*H37+I$20*I37+J$20*J37+K$20*K37","v":0},0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
[null,null,null,null,null,null,null,null,null,null,null,0,0]
["Copyright © Johansson Consulting, 2004. All rights reserved.",null,null,null," "," "," "," "," "," ",null,{"$f":"SUM(L22:L41)","v":0},{"$f":"SUM(M22:M41)","v":0}]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[" ",1,2,3,4,5,6,7,8,9,10," ","  "]
["Output Variables (Y's)","Revenue generation","Cost reduction"," "," "," "," "," "," "," "," "," ","  "]
["Output Rating 1 to 10",6,8," "," "," "," "," "," "," "," "," ","  "]
["Input Variables (X's)","Association Table"," "," "," "," "," "," "," "," "," ","Rating","% "]
["Sales training",8,1," "," "," "," "," "," "," "," ",56,"31.111111111111 "]
["Product development",5,3," "," "," "," "," "," "," "," ",54,30]
["Staff reduction",1,8," "," "," "," "," "," "," "," ",70,"38.888888888889 "]
[" "," "," "," "," "," "," "," "," "," "," ",0,0]
[" "," "," "," "," "," "," "," "," "," "," ",0,0]
[" "," "," "," "," "," "," "," "," "," "," ",0,0]
[" "," "," "," "," "," "," "," "," "," "," ",0,0]
[" "," "," "," "," "," "," "," "," "," "," ",0,0]
[" "," "," "," "," "," "," "," "," "," "," ",0,0]
[" "," "," "," "," "," "," "," "," "," "," ",0,0]
[" "," "," "," "," "," "," "," "," "," ","Total",180,"  "]

{"sheet":"Process Map","index":39,"n_rows":9,"n_cols":1,"rows_kept":9,"cut":false,"hidden":false,"merged":[]}
["Process Map"]
[]
["DMAIC Improvement Project:"]
["Date:"]
["Prepared by:"]
["Process/Product/Service:"]
[]
[]
["Use the Tools on the Process Mapping Toolbar to create your Process Map …"]

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["SIPOC"]
[]
["DMAIC Improvement Project:"]
["Date:"]
["Prepared by:"]
["Process/Product/Service:"]
[]
["Suppliers",null,"Inputs",null,"Process\nRolled throughput yield",null,"Outputs",null,"Customers",null,"Requirements"]
[]
[]
[null,null,null,null,{"$f":"IF(ISNUMBER(A40),A40,1)*IF(ISNUMBER(C40),C40,1)*IF(ISNUMBER(E40),E40,1)*IF(ISNUMBER(G40),G40,1)*IF(ISNUMBER(I40),I40,1)*IF(ISNUMBER(K40),K40,1)","v":1}]
[]
[]
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[]
[]
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[]
[]
[]
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["Process Step 1",null,"Process Step 2",null,"Process Step 3",null,"Process Step 4",null,"Process Step 5",null,"Process Step 6"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Yield",null,"Yield",null,"Yield",null,"Yield",null,"Yield",null,"Yield"]
[]
["Copyright © Johansson Consulting, 2004. All rights reserved."]

{"sheet":"FMEA","index":41,"n_rows":51,"n_cols":17,"rows_kept":51,"cut":false,"hidden":false,"merged":[[2,2,2,4],[3,2,3,4],[4,2,4,4],[5,2,5,4]]}
["Failure Modes and Effects Analysis"]
[null,null,null,null,null,null," ",null,null,null,"Rating","Likelihood of Occurrence","Severity of Effect","Detectability"]
["DMAIC Improvement Project:",null," ",null,null,null,null,null,null,null,1,"Remote","None","Immediately detected"]
["Date:",null," ",null,null,null,null,null,null,null,2,"Very low","Very minor effect","Found easily"]
["Prepared by:",null," ",null,null,null,null,null,null,null,3,"Low","Minor","Usually found"]
["Process/Product/Service:",null," ",null,null,null,null,null,null,null,4,"Low to moderate","Low to moderate","Probably found"]
[null," ",null," ",null,null," ",null,null,null,5,"Moderate","Moderate","May be found"]
[null," ",null," ",null,null," ",null,null,null,6,"Moderate to high","Moderate to high","< 50% chance of detection"]
[null," ",null," ",null,null," ",null,null,null,7,"High","High","Unlikely to be detected"]
[null," ",null," ",null,null," ",null,null,null,8,"Very high","Very high","Very unlikely to be detected"]
[null," ",null," ",null,null," ",null,null,null,9,"Extremely high","Hazardous","Almost impossible to detect"]
[null," ",null," ",null,null," ",null,null,null,10,"Almost certain","Disastrous","Impossible to detect"]
[null," ",null," ",null,null," ",null,null," "," "," "," "," "," "," "," "]
["#","Part Name Or \nProcess Step","Function","Failure Mode","Mechanism(s) and\nCauses(s) of Failure","Occurrence\n[1 to 10]","Effect(s) Of Failure","Severity\n[1 to 10]","Current Control","Detectability\n[1 to 10]","Risk priority number","Recommended Actions","Responsible\nPerson","Planned Date","Completion Date"]
[null," ",null," ",null,null," ",null,null,null,{"$f":"H15*F15*J15","v":0}]
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["Copyright © Johansson Consulting, 2004. All rights reserved.",null,null,null,null,null,null,null,null,null,null,null,null," "," "," "," "]

{"sheet":"DOE Planning","index":42,"n_rows":52,"n_cols":8,"rows_kept":52,"cut":false,"hidden":false,"merged":[[2,1,2,3],[3,1,3,3],[4,1,4,3],[5,1,5,3],[18,2,18,3],[21,2,21,3],[8,0,8,3],[11,0,11,3],[22,2,22,3],[23,2,23,3],[14,2,14,3],[15,2,15,3],[16,2,16,3],[17,2,17,3],[28,2,28,3],[29,2,29,3],[30,2,30,3],[31,2,31,3],[24,2,24,3],[25,2,25,3],[26,2,26,3],[27,2,27,3],[38,2,38,3],[39,2,39,3],[40,2,40,3],[41,2,41,3],[32,2,32,3],[33,2,33,3],[34,2,34,3],[35,2,35,3],[50,0,50,3],[44,2,44,3],[45,2,45,3],[46,2,46,3],[47,2,47,3],[42,2,42,3],[43,2,43,3]]}
["Design Of Experiment (DOE) Planning Worksheet",null,null," "," "," "," ","  "]
[]
["DMAIC Improvement Project:"]
["Date:"]
["Prepared By:"]
["Process/Product/Service:"]
[]
["Problem Statement"]
[]
[]
["Objective"]
[]
[]
["Responses","Unit Of Measure","Specifications"]
[]
[]
[]
[]
[]
[]
["Controllable Factors","Levels","Specifications"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Noise Factors","Levels (If Controllable)","Specifications / Measurements"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Description Of Experimental Design To Be Used"]
[]
["Copyright © Johansson Consulting, 2004. All rights reserved."]