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Control Estadistico del proceso
Iván Cazares
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Capability Analysis CONTROL DE CALIDAD TIPO: S Linea EMPAQUE Min 10.57 Proceso Control Estadistico de Pesos Max 11.75 Item Caja Villita 11.3 Kg Type: XBAR CHART <=== Don’t Change this area Especificaciones 11.3 Kg USL/UCL TRUE Limite Superior 11.60 Limite Inferior 10.70 Objetivo 11.00 Tamaño de subgrupo 15 X2BAR 11.03 UCL-X 11.23 LCL-X 10.82 SBAR 0.26 UCL-S 0.40 LCL-S 0.1096562388 Type2: SCHART CAPACIDAD DEL PROCESO Cp 0.58 Cpk 0.42 Cpu 0.73 Cpl 0.42 Sigma level (Z bench) 1.18 NG rate > USL (ppm) 13,872 (1.39%) NG rate < LSL (ppm) 105,687 (10.57%) La capacidad atual (general) es lo que experimenta el cliente. NG rate Total (ppm) 119,559 (11.96%) RENDIMIENTO DEL PROCESO (Overall Capability) La capacidad potencial (interna) es lo que se podría lograr si se eliminaran los cambios y desviaciones del proceso. Pp 0.54 Ppk 0.39 Que tan capaz es el proceso? Ppu 0.69 0 6 Ppl 0.39 Sigma level (Z bench) 1.09 Bajo Alto NG rate > USL (ppm) 19028 (1.90%) NG rate < LSL (ppm) 119,420 (11.94%) NG rate Total (ppm) 138,448 (13.84%) ESTADISTICA DESCRIPTIVA Mean: 11.025969697 Min 10.23 95% CI (10.996, 11.056) Q1 10.95 Objetivo: 11.00 ¿El proceso significa diferir de 11? Mean 11.03 Tamaño de Muestra 330 Q3 11.10 Pvalue: 0.0891919429 Max 12.20 Si No Stdev (Overall) 0.277 Stdev (Within) 0.261 0 0.05 0.1 >0.5 Total subgroup 22 Aplicado con 95% de confianza TABLA DE DATOS #1 #2 #3 #4 #5 #6 #7 #8 #9 #10 #11 #12 #13 #14 #15 TIPO DE CORTE OBSERVACIONES 48 48 48 48 60 60 70 70 84 84 40 40 36 36 32 17 Kg 11.3 Kg 8:00:00 EL MANGUITO 10.60 10.85 10.60 11.00 11.35 11.40 11.12 11.13 11.06 11.10 11.00 11.00 10.85 11.00 11.00 120 RANGO ABIERTO EN 70 Y 84 17.1 11.400 8:10:00 EL CHIRIMOLLITO 10.65 10.80 10.95 11.00 11.55 11.45 11.00 11.00 11.00 11.00 10.90 11.00 10.95 11.00 10.75 210 RANGO ABIERTO EN 70 Y 84 8:21:00 LA LUPITA 1 11.05 11.00 10.65 10.70 11.25 11.45 11.00 11.00 11.00 11.00 11.20 11.10 10.75 11.00 10.75 180 RANGO ABIERTO EN 70 Y 84 8:30:00 ARUMO 1 11.05 10.80 10.95 10.95 11.10 11.10 11.75 11.70 11.53 11.63 11.00 10.95 10.80 10.65 10.75 210 RANGO ABIERTO EN 70 Y 84 9:07:00 EL DORADO 11.10 11.15 11.00 11.10 11.35 11.45 11.00 11.00 11.00 11.00 10.90 11.00 10.80 10.95 10.75 210 RANGO ABIERTO EN 70 Y 84 16 11.3 Kg 9:20:00 EL GOBERNADOR 5 11.20 11.25 11.35 11.50 12.20 12.15 11.00 11.00 11.00 11.00 11.00 10.95 10.85 11.00 10.55 210 RANGO ABIERTO EN 70 Y 84 15.9 11.2765957447 9:34:00 LOS CENTENARIOS 11.10 11.20 11.05 11.00 11.50 11.00 11.00 11.00 11.00 11.00 10.75 11.00 10.65 11.00 10.50 210 RANGO ABIERTO EN 70 Y 84 9:41:00 LOS CENTENARIOS 1 11.10 11.10 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 10.95 10.80 10.85 10.90 210 RANGO ABIERTO EN 70 Y 84 9:50:00 LA ROSA 24 10.40 10.65 10.85 10.65 11.45 11.20 11.65 11.00 11.00 11.00 10.80 10.75 10.75 10.70 11.00 180 RANGO ABIERTO EN 70 Y 84 10:05:00 EL MORILLO 14 10.75 10.65 10.55 11.15 11.30 11.30 11.60 11.00 11.00 11.00 10.90 11.05 10.80 11.00 11.00 180 RANGO ABIERTO EN 70 Y 84 10:20:00 SAN JUAN 11.05 10.95 11.15 11.00 11.45 11.60 11.55 11.90 11.00 11.00 11.15 11.00 11.00 11.00 11.00 100 RANGO ABIERTO EN 70 Y 84 10:35:00 LAS TROJES 10.60 10.70 10.85 11.00 11.10 11.25 11.00 11.00 11.20 11.00 11.00 11.00 11.00 11.00 11.00 120 RANGO ABIERTO EN 70 Y 84 10:44:00 EL GACHUPIN 54 11.25 11.45 11.15 10.65 11.10 11.50 11.00 11.00 11.53 11.00 11.15 11.00 11.00 11.00 10.40 120 RANGO ABIERTO EN 70 Y 84 10:57:00 LA MESA 20 11.25 11.10 11.00 10.95 11.25 11.40 12.00 11.00 11.36 11.56 11.20 11.10 10.75 10.95 11.50 150 RANGO ABIERTO EN 70 Y 84 11:16:00 EL AGUACATE 8 10.70 11.00 10.70 10.75 11.35 11.40 11.00 11.00 11.00 11.00 11.05 11.00 10.70 11.00 11.00 150 RANGO ABIERTO EN 70 Y 84 11:25:00 LOS ECUAROS 2 10.45 10.55 10.55 11.00 11.10 11.25 11.35 11.70 11.95 11.70 11.05 11.00 10.90 11.00 10.75 150 RANGO ABIERTO EN 96 Y 84 11:38:00 HUANONDIO 24 10.60 10.60 10.60 11.00 11.40 11.40 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 150 RANGO ABIERTO EN 96 Y 84 11:49:00 EL RETIRO 10.55 10.55 10.60 10.65 11.30 11.50 11.00 11.00 11.00 11.00 11.00 11.00 10.87 11.00 11.00 150 RANGO ABIERTO EN 96 Y 84 11:55:00 EL POTRERO DE LAS FOSAS 10.23 10.30 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 150 RANGO ABIERTO EN 96 Y 84 12:01:00 LOS AZULES 10.65 10.75 10.45 11.00 11.40 11.50 11.00 11.00 11.00 11.00 11.05 11.00 10.70 11.00 11.00 150 RANGO ABIERTO EN 96 Y 84 12:08:00 LA LADERA 13 10.95 10.85 10.70 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 10.95 11.00 11.00 11.00 150 RANGO ABIERTO EN 96 Y 84 12:16:00 EL PAREJO 11.20 10.95 11.00 11.05 11.60 11.55 11.00 11.00 11.00 11.00 11.00 11.00 11.00 11.00 10.55 180 RANGO ABIERTO EN 96 Y 84 GRAFICA INDIVIDUAL UCLX 0.33333333333333331 0.34027777777777773 0.34791666666666665 0.35416666666666669 0.37986111111111115 0.3888888888888889 0.39861111111111108 0.40347222222222223 0.40972222222222227 0.4201388888888889 0.43055555555555558 0.44097222222222227 0.44722222222222219 0.45624999999999999 0.4694444444444445 0.47569444444444442 0.48472222222222222 0.49236111111111108 0.49652777777777773 0.50069444444444444 0.50555555555555554 0.51111111111111118 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 11.228116361517285 X2BAR 0.33333333333333331 0.34027777777777773 0.34791666666666665 0.35416666666666669 0.37986111111111115 0.3888888888888889 0.39861111111111108 0.40347222222222223 0.40972222222222227 0.4201388888888889 0.43055555555555558 0.44097222222222227 0.44722222222222219 0.45624999999999999 0.4694444444444445 0.47569444444444442 0.484722222 22222222 0.49236111111111108 0.49652777777777773 0.50069444444444444 0.50555555555555554 0.51111111111111118 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 11.025969696969696 XBAR 0.33333333333333331 0.34027777777777773 0.34791666666666665 0.35416666666666669 0.37986111111111115 0.3888888888888889 0.39861111111111108 0.40347222222222223 0.40972222222222227 0.4201388888888889 0.43055555555555558 0.44097222222222227 0.44722222222222219 0.45624999999999999 0.4694444444444445 0.47569444444444442 0.48472222222222222 0.49236111111111108 0.49652777777777773 0.50069444444444444 0.50555555555555554 0.51111111111111118 11.003999999999998 11 10.993333333333334 11.114000000000001 11.036666666666667 11.2 10.983333333333333 10.98 10.923333333333334 11.00333333333333411.186666666666667 10.979999999999999 11.078666666666667 11.224666666666668 10.976666666666665 11.086666666666668 10.973333333333333 10.934666666666667 10.901999999999999 10.966666666666667 10.963333333333333 11.060000000000002 LCLX 0.33333333333333331 0.34027777777777773 0.34791666666666665 0.35416666666666669 0.37986111111111115 0.3888888888888889 0.39861111111111108 0.40347222222222223 0.40972222222222227 0.4201388 888888889 0.43055555555555558 0.44097222222222227 0.44722222222222219 0.45624999999999999 0.4694444444444445 0.47569444444444442 0.48472222222222222 0.49236111111111108 0.49652777777777773 0.50069444444444444 0.50555555555555554 0.51111111111111118 10.823823032422107 10.823823032422107 10. 823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 10.823823032422107 USL 1 22 11.6 11.6 LSL 1 22 10. 7 10.7 TARGE T 1 22 11 11 +2SL 1 22 11.160734140001422 11.160734140001422 -2SL 1 22 10.89120525393797 10.89120525393797 +1SL 1 22 11.09335191848556 11.09335191848556 -1SL 1 22 10.958587 475453832 10.958587475453832 SCHART UCLS 0.33333333333333331 0.34027777777777773 0.34791666666666665 0.35416666666666669 0.37986111111111115 0.3888888888888889 0.39861111111111108 0.40347222222222223 0.40972222222222227 0.4201388888888889 0.43055555555555558 0.44097222222222227 0.44722222222222219 0.45624999999999999 0.4694444444444445 0.47569444444444442 0.48472222222222222 0.49236111111111108 0.49652777777777773 0.50069444444444444 0.50555555555555554 0.51111111111111118 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 0.40275609210241986 SBAR 0.33333333333333331 0.34027777777777773 0.34791666666666665 0.35416666666666669 0.37986111111111115 0.3888888888888889 0.39861111111111108 0.40347222222222223 0.40972222222222227 0.4201388888888889 0.43055555555555558 0.44097222222222227 0.44722222222222219 0.45624999999999999 0.4694444444444445 0.47569444444444442 0.48472222222222222 0.49236111111111108 0.49652777777777773 0.50069444444444444 0.50555555555555554 0.51111111111111118 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 0.2562061654595546 S 0.33333333333333331 0.34027777777777773 0.34791666666666665 0.35416666666666669 0.37986111111111115 0.3888888888888889 0.39861111111111108 0.40347222222222223 0.40972222222222227 0.4201388888888889 0.43055555555555558 0.44097222222222227 0.44722222222222219 0.45624999999999999 0.4694444444444445 0.47569444444444442 0.48472222222222222 0.49236111111111108 0.49652777777777773 0.50069444444444444 0.50555555555555554 0.51111111111111118 0.2223510737549969 1 0.23068221802793057 0.21618995175098954 0.36157986669614217 0.18172454298693241 0.45237468667340019 0.22886885410853167 7.9731692927861711E-2 0.32285924988777248 0.26757286502042399 0.29305452117473363 0.16453397391246771 0.2976783179077388 0.31036537607579029 0.2086236073022649 0.44298769197134025 0.23744673588186563 0.26462552157089198 0.25895945628611422 0.26367367999823116 8.3380938783279374E-2 0.24727081741050055 LCLS 0.33333333333333331 0.34027777777777773 0.34791666666666665 0.35416666666666669 0.37986111111111115 0.3888888888888889 0.39861111111111108 0.40347222222222223 0.40972222222222227 0.4201388888888889 0.43055555555555558 0.44097222222222227 0.44722222222222219 0.45624999999999999 0.4694444444444445 0.47569444444444442 0.48472222222222222 0.49236111111111108 0.49652777777777773 0.50069444444444444 0.50555555555555554 0.51111111111111118 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 0.10965623881668937 +2SL 1 22 0.35387277491141711 0.35387277491141711 -2SL 1 22 0.15853955600769212 0.15853955600769212 +1SL 1 22 0.30503947018548583 0.30503947018548583 -1SL 1 22 0.20737286073362338 0.20737286073362338 HISTOGRAMA Frequency 10.029704399736927 10.112726507839657 10.195748615942389 10.27877072404512 10.361792832147851 10.444814940250581 10.527837048353312 10.610859156456044 10.693881264558774 10.776903372661504 10.859925480764236 10.942947588866968 11.025969696969698 11.143372727272729 11.260775757575757 11.378178787878788 11.495581818181819 11.612984848484849 11.730387878787878 11.847790909090909 11.96519393939394 12.082596969696969 12.2 12.31740303030303 12.434806060606059 0 0 0 1 1 2 3 14 10 21 14 6 165 26 20 9 12 15 5 1 2 1 2 0 0 Norm.Dist (Overall) 10.029704399736927 10.112726507839657 10.195748615942389 10.27877072404512 10.361792832147851 10.444814940250581 10.527837048353312 10.610859156456044 10.693881264558774 10.776903372661504 10.859925480764236 10.942947588866968 11.025969696969698 11.143372727272729 11.260775757575757 2.2111047675033944E-3 6.2244948186168476E-3 1.6014463544291327E-2 3.765 5999296697704E-2 8.0922530660623632E-2 0.15893451871639494 0.28528602840294687 0.46801122722261468 0.7016904030294987 0.96149780816033559 1.2041055467278796 1.3781430904715102 1.4415760675738978 1.3175174034201536 1.0058025939797186 0.64136718499679468 0.34161608729426951 0.1519873652080535 5.6482544382128456E-2 1.7533096050891355E-2 4.5461165488301395E-3 9.8460063811544392E-4 1.7812187335196998E-4 2.6916091068695697E-5 3.3973815019868607E-6 Norm.dist (Potential) 10.029704399736927 10.112726507839657 10.195748615942389 10.27877072404512 10.361792832147851 10.444814940250581 10.527837048353312 10.610859156456044 10.693881264558774 10.776903372661504 10.859925480764236 10.942947588866968 11.025969696969698 11.143372727272729 11.260775757575757 11.378178787878788 11.495581818181819 11.612984848484849 11.730387878787878 11.847790909090909 11.96519393939394 12.082596969696969 12.2 12.31740303030303 12.434806060606059 1.0381549395534662E-3 3.3289832799810203E-3 9.64621 09255923602E-3 2.5257920684319705E-2 5.9763240399327656E-2 0.12778102870822089 0.24688478382945434 0.43104039186379056 0.6800444720114468 0.96951015268883145 1.2490019287185306 1.4540172457238445 1.5295782769781867 1.3822079139282561 1.0199488191191179 0.61459174109626158 0.30241156555318277 0.12151038845044096 3.9868670929147851E-2 1.0682021389543E-2 2.3371062914142294E-3 4.1754839816925625E-4 6.0917001150745562E-5 7.2572744183927278E-6 7.0601172117291813E-7 Target 12.687195404173989 12.687195404173989 0 189.75 USL 17.889399375371024 17.889399375371024 0 189.75 LSL 9.0737000731618842 9.0737000731618842 0 189.75 Date Date Date Date Date Muestras Calibre LOTES Hora Date Date Date Date LOTES Date Date LOTES Date Date Date Date LOTES Date Date LOTES Date Date Date Date Date LOTES Date Date LOTES Date Date Date Date Date LOTES Date Date LOTES Date Date Date Date Date LOTES Date LOTES Date Date Date Date DATA SPC XBAR-S CHART 22 Descriptive Statistic Sigma Xbar Chart SChart Histogram and Normal Curve 11.38 < <= 11.50Hypothesis One Sample T test CONTROL PLAN PROCESS CAPABILITY PROCESS PERFORMANCE Min: 10.230 3sigma(Xbar) = 0.2021467 +2SL 11.1607341 +2SL(S) = 0.3538728 Min 10.23 Axis x y Chart Data Frequency: 12 Mean (xbar) 11.025969697 Average 11.025969697 Data i Sorted F(Xi) 1-F(Xi) 1-F(Xn-i+1) S z Control Item USL TARGET LSL CP CPU CPL CPK Subgroup size PP PPU PPL PPK Q1: 10.950 2sigma(Xbar) = 0.1347644 -2SL 10.8912053 -2SL(S) = 0.1585396 Max 12.20 Target 12.69 189.75 0 Row Bin Array Frequency Norm.Dist (Overall) Step Norm.dist (Potential) SD (Stdev.s) 0.2767403603 Sigma 0.2767403603 274.00 1 265 0.0390345619 0.9609654381 0.0000390311 -13.3944600781 -3.2221636096 10.1957486159 -3 Caja Villita 11.3 Kg 11.6 11 10.7 0.575 0.734 0.417 0.417 15 0.542 0.691 0.393 0.393 Mean: 11.026 1sigma(Xbar) = 0.0673822 +1SL 11.0933519 +1SL(S) = 0.3050395 Bins 15.00 USL 17.89 189.75 0 1 10.03 0 0.0022111048 -12 0.0010381549 Count (n) 330 n 330 290.00 2 266 0.0445110606 0.9554889394 0.0026908732 -27.0897212355 -2.9586612398 11.025969697 0 TOTAL SUBGROUP X2BAR SBAR STDEV Autor: Autor: using for Pp calculation PP PPU PPL PPK SIGMA-Z Q3: 11.100 3sigma(S) = 0.1464999 -1SL 10.9585875 -1SL(S) = 0.2073729 Bin size LSL 9.07 189.75 0 2 10.11 0 0.0062244948 -11 0.0033289833 Standard Error (SE) 0.0152340555 267.00 3 266 0.0445110606 0.9554889394 0.01504035 -36.5451812799 -2.8130562608 11.856190778 3 1.00 22 11.025969697 0.2562061655 0.2767403603 0.542 0.691 0.393 0.393 N-observation Autor: Autor: for I-MR chart Autor: Autor: using for Pp calculation 1.087 Max: 12.200 2sigma(S) = 0.0976666 Stdev 0.28 3 10.20 0 0.0160144635 -10 0.0096462109 Degree freedom (Df) 329 S -1119837.74878893 288.00 4 267 0.0505903427 0.9494096573 0.0175326359 -49.1938006217 -2.7101722544 C4 A3 B3 B4 SIGMA-Z PPM>USL PPM<LSL TOTAL PPM SD 2 PPM>USL PPM<LSL TOTAL PPM Stdev: 0.277 1sigma(S) = 0.0488333 mean 11.03 4 10.28 1 0.0376559993 -9 0.0252579207 Hypothesized mean (µ) Autor: Autor: Target 11 AD 3063.448 320.00 5 267 0.0505903427 0.9494096573 0.0235856325 -60.5800090836 -2.629846289 0.982316 0.789 0.428 1.572 1.1772 13872.2427 105687.1757 119559.4184 0.2608184795 19028 119420 138448 5 10.36 1 0.0809225307 -8 0.0597632404 t statistic 1.7047133016 AD* 3070.473 293.00 6 268 0.057313351 0.942686649 0.0313075619 -69.5542902638 -2.5635804411 6 10.44 2 0.1589345187 -7 0.1277810287 P-value (2 tails) 0.0891919429 p Value 0 288.00 7 268 0.057313351 0.942686649 0.0313075619 -82.2005248572 -2.5069617155 SUBGROUP# #1 #2 #3 #4 #5 #6 #7 #8 #9 #10 #11 #12 #13 #14 #15 UCLX X2BAR XBAR LCLX UCLS SBAR S LCLS Subgroup A2 A3 d2 D3 D4 B3 B4 7 10.53 3 0.2852860284 -6 0.2468847838 Results: Fail 304.00 8 268 0.057313351 0.942686649 0.0313075619 -94.8467594506 -2.4573939872 11 0.3333333333 10.6 10.85 10.6 11 11.35 11.4 11.12 11.13 11.06 11.1 11 11 10.85 11 11 11.228 11.025969697 11.004 10.8238230324 0.4027560921 0.2562061655 0.22235 0.1096562388 Size (n) 8 10.61 14 0.4680112272 -5 0.4310403919 95%CI Pvalue display < 0.005 324.00 9 269 0.0647202608 0.9352797392 0.0530227905 -96.4701452426 -2.413216316 12 0.3402777778 10.65 10.8 10.95 11 11.55 11.45 11 11 11 11 10.9 11 10.95 11 10.75 11.228 11.025969697 11 10.8238230324 0.4027560921 0.2562061655 0.23068 0.1096562388 2 1.88 2.659 1.128 0 3.267 0 3.267 9 10.69 10 0.701690403 -4 0.680044472 t* (t-critical) 1.9672006834 308.00 10 271 0.0817392737 0.9182607263 0.0530227905 -103.3838285834 -2.3732996911 13 0.3479166667 11.05 11 10.65 10.7 11.25 11.45 11 11 11 11 11.2 11.1 10.75 11 10.75 11.228 11.025969697 10.9933333333 10.8238230324 0.4027560921 0.2562061655 0.21619 0.1096562388 3 1.023 1.954 1.693 0 2.574 0 2.568 10 10.78 21 0.9614978082 -3 0.9695101527 Lower Mean: 10.996 p Value Calculations 279.00 11 271 0.0817392737 0.9182607263 0.0599964808 -111.6714912428 -2.3368406047 14 0.3541666667 11.05 10.8 10.95 10.95 11.1 11.1 11.75 11.7 11.53 11.63 11 10.95 10.8 10.65 10.75 11.228 11.025969697 11.114 10.8238230324 0.4027560921 0.2562061655 0.36158 0.1096562388 4 0.729 1.628 2.059 0 2.282 0 2.266 11 10.86 14 1.2041055467 -2 1.2490019287 Upper Mean: 11.056 p 0 272.00 12 272 0.091422712 0.908577288 0.0599964808 -119.7318064145 -2.3032462038 15 0.3798611111 11.1 11.15 11 11.1 11.35 11.45 11 11 11 11 10.9 11 10.8 10.95 10.75 11.228 11.025969697 11.0366666667 10.8238230324 0.4027560921 0.2562061655 0.18172 0.1096562388 5 0.577 1.427 2.326 0 2.114 0 2.089 12 10.94 6 1.3781430905 -1 1.4540172457 p 0 291.00 13 273 0.1019314656 0.8980685344 0.0760778436 -121.4863200621 -2.2720661465 16 0.3888888889 11.2 11.25 11.35 11.5 12.2 12.15 11 11 11 11 11 10.95 10.85 11 10.55 11.228 11.025969697 11.2 10.8238230324 0.4027560921 0.2562061655 0.45237 0.1096562388 6 0.483 1.287 2.534 0 2.004 0.03 1.97 13 11.03 165 1.4415760676 1.529578277 p 0 279.00 14 273 0.1019314656 0.8980685344 0.0952478789 -125.1376325666 -2.2429500404 17 0.3986111111 11.1 11.2 11.05 11 11.5 11 11 11 11 11 10.75 11 10.65 11 10.5 11.228 11.025969697 10.9833333333 10.8238230324 0.4027560921 0.2562061655 0.22887 0.1096562388 7 0.419 1.182 2.704 0.076 1.924 0.118 1.882 14 11.14 26 1.3175174034 1 1.3822079139 p 0 292.00 15 273 0.1019314656 0.8980685344 0.1060720018 -131.2856607847 -2.2156197185 18 0.4034722222 11.1 11.1 11 11 11 11 11 11 11 11 11 10.95 10.8 10.85 10.9 11.228 11.025969697 10.98 10.8238230324 0.4027560921 0.2562061655 0.07973 0.1096562388 8 0.373 1.099 2.847 0.136 1.864 0.185 1.815 15 11.26 20 1.005802594 2 1.0199488191 275.00 16 273 0.1019314656 0.8980685344 0.1060720018 -140.3398442871 -2.1898505378 19 0.4097222222 10.4 10.65 10.85 10.65 11.45 11.2 11.65 11 11 11 10.8 10.75 10.75 10.7 11 11.228 11.025969697 10.9233333333 10.8238230324 0.4027560921 0.2562061655 0.32286 0.1096562388 9 0.337 1.032 2.97 0.184 1.816 0.239 1.761 16 11.38 9 0.641367185 3 0.6145917411 267.00 17 274 0.1132929448 0.8867070552 0.1060720018 -145.9067127107 -2.1654583845 20 0.4201388889 10.75 10.65 10.55 11.15 11.3 11.3 11.6 11 11 11 10.9 11.05 10.8 11 11 11.228 11.025969697 11.0033333333 10.8238230324 0.4027560921 0.2562061655 0.26757 0.1096562388 10 0.308 0.975 3.078 0.223 1.777 0.284 1.716 17 11.50 12 0.3416160873 4 0.3024115656 273.00 18 274 0.1132929448 0.8867070552 0.1060720018 -154.7495437841 -2.1422904114 21 0.4305555556 11.05 10.95 11.15 11 11.45 11.6 11.55 11.9 11 11 11.15 11 11 11 11 11.228 11.025969697 11.1866666667 10.8238230324 0.4027560921 0.2562061655 0.29305 0.1096562388 11 0.285 0.927 3.173 0.256 1.744 0.321 1.679 18 11.61 15 0.1519873652 5 0.1215103885 75.202442702 0.0008730696 0.9991269304 0.0007692292 -14.2136169601 -3.2221636096 76.2270431033 280.00 19 275 0.1255301037 0.8744698963 0.1177579749 -155.9303394948 -2.1202182878 22 0.4409722222 10.6 10.7 10.85 11 11.1 11.25 11 11 11.2 11 11 11 11 11 11 11.228 11.025969697 10.98 10.8238230324 0.4027560921 0.2562061655 0.16453 0.1096562388 12 0.266 0.886 3.258 0.283 1.717 0.354 1.646 19 11.73 5 0.0564825444 6 0.0398686709 76.279093215 0.0013795321 0.9986204679 0.001596781 -39.0773293931 -2.9586612398 99.8129810543 301.00 20 275 0.1255301037 0.8744698963 0.130326928 -160.4038345027 -2.0991331859 23 0.4472222222 11.25 11.45 11.15 10.65 11.1 11.5 1111 11.53 11 11.15 11 11 11 10.4 11.228 11.025969697 11.0786666667 10.8238230324 0.4027560921 0.2562061655 0.29768 0.1096562388 13 0.249 0.85 3.336 0.307 1.693 0.382 1.618 20 11.85 1 0.0175330961 7 0.0106820214 76.358796429 0.0014260633 0.9985739367 0.0020762258 -63.6502057573 -2.8130562608 123.3989190053 288.00 21 275 0.1255301037 0.8744698963 0.1437946884 -164.5977164777 -2.07894199 24 0.45625 11.25 11.1 11 10.95 11.25 11.4 12 11 11.36 11.56 11.2 11.1 10.75 10.95 11.5 11.228 11.025969697 11.2246666667 10.8238230324 0.4027560921 0.2562061655 0.31037 0.1096562388 14 0.235 0.817 3.407 0.328 1.672 0.406 1.594 21 11.97 2 0.0045461165 8 0.0023371063 275.00 22 277 0.1526972984 0.8473027016 0.1437946884 -164.2026608143 -2.0595643889 25 0.4694444444 10.7 11 10.7 10.75 11.35 11.4 11 11 11 11 11.05 11 10.7 11 11 11.228 11.025969697 10.9766666667 10.8238230324 0.4027560921 0.2562061655 0.20862 0.1096562388 15 0.223 0.789 3.472 0.347 1.653 0.428 1.572 22 12.08 1 0.0009846006 9 0.0004175484 293.00 23 277 0.1526972984 0.8473027016 0.1437946884 -171.8399938754 -2.0409306129 26 0.4756944444 10.45 10.55 10.55 11 11.1 11.25 11.35 11.7 11.95 11.7 11.05 11 10.9 11 10.75 11.228 11.025969697 11.0866666667 10.8238230324 0.4027560921 0.2562061655 0.44299 0.1096562388 16 0.212 0.763 3.532 0.363 1.637 0.448 1.552 23 12.20 2 0.0001781219 10 0.000060917 268.00 24 278 0.1676455392 0.8323544608 0.1581712063 -170.6090911651 -2.0229796527 27 0.4847222222 10.6 10.6 10.6 11 11.4 11.4 11 11 11 11 11 11 11 11 11 11.228 11.025969697 10.9733333333 10.8238230324 0.4027560921 0.2562061655 0.23745 0.1096562388 17 0.203 0.739 3.588 0.378 1.622 0.466 1.534 24 12.32 0 0.0000269161 11 0.0000072573 280.00 25 278 0.1676455392 0.8323544608 0.1581712063 -177.8690524912 -2.0056578399 28 0.4923611111 10.55 10.55 10.6 10.65 11.3 11.5 11 11 11 11 11 11 10.87 11 11 11.228 11.025969697 10.9346666667 10.8238230324 0.4027560921 0.2562061655 0.26463 0.1096562388 18 0.194 0.718 3.64 0.391 1.608 0.482 1.518 25 12.43 0 0.0000033974 12 0.000000706 284.00 26 278 0.1676455392 0.8323544608 0.1896578487 -175.8702890849 -1.9889177053 29 0.4965277778 10.23 10.3 11 11 11 11 11 11 11 11 11 11 11 11 11 11.228 11.025969697 10.902 10.8238230324 0.4027560921 0.2562061655 0.25896 0.1096562388 19 0.187 0.698 3.689 0.403 1.597 0.497 1.503 294.00 27 279 0.1835048392 0.8164951608 0.1896578487 -177.976536925 -1.9727170522 30 0.5006944444 10.65 10.75 10.45 11 11.4 11.5 11 11 11 11 11.05 11 10.7 11 11 11.228 11.025969697 10.9666666667 10.8238230324 0.4027560921 0.2562061655 0.26367 0.1096562388 20 0.18 0.68 3.735 0.415 1.585 0.51 1.49 292.00 28 279 0.1835048392 0.8164951608 0.2067541045 -179.9456633192 -1.9570181969 31 0.5055555556 10.95 10.85 10.7 11 11 11 11 11 11 11 11 10.95 11 11 11 11.228 11.025969697 10.9633333333 10.8238230324 0.4027560921 0.2562061655 0.08338 0.1096562388 21 0.173 0.663 3.778 0.425 1.575 0.523 1.477 296.00 29 279 0.1835048392 0.8164951608 0.2067541045 -186.4891419853 -1.941787342 32 0.5111111111 11.2 10.95 11 11.05 11.6 11.55 11 11 11 11 11 11 11 11 10.55 11.228 11.025969697 11.06 10.8238230324 0.4027560921 0.2562061655 0.24727 0.1096562388 22 0.167 0.647 3.819 0.434 1.566 0.534 1.466 287.00 30 279 0.1835048392 0.8164951608 0.2067541045 -193.0326206515 -1.9269940554 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 23 0.162 0.633 3.858 0.443 1.557 0.545 1.455 301.00 31 279 0.1835048392 0.8164951608 0.2067541045 -199.5760993176 -1.912610834 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 24 0.157 0.619 3.895 0.451 1.548 0.555 1.445 303.00 32 280 0.2002673859 0.7997326141 0.2067541045 -200.6125990224 -1.8986127364 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 25 0.153 0.606 3.931 0.459 1.541 0.565 1.435 311.00 33 280 0.2002673859 0.7997326141 0.224730704 -201.5620321235 -1.8849770714 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 319.00 34 280 0.2002673859 0.7997326141 0.224730704 -207.7639408042 -1.8716831333 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A N-observation c4 c5 d2 d3 d4 E2 303.00 35 280 0.2002673859 0.7997326141 0.2435618233 -208.4135581468 -1.8587119742 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 1 * * * 0.82 1 * 287.00 36 280 0.2002673859 0.7997326141 0.2632138243 -208.9452207201 -1.8460462092 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 2 0.797885 0.60281 1.128 0.8525 0.954 2.660 293.00 37 281 0.2179179277 0.7820820723 0.2632138243 -208.6650485518 -1.8336698474 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 3 0.886227 0.463251 1.693 0.8884 1.588 1.772 269.00 38 282 0.2364335422 0.7635664578 0.2836452877 -202.6589193406 -1.8215681455 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 4 0.921318 0.38881 2.059 0.8794 1.978 1.457 277.00 39 282 0.2364335422 0.7635664578 0.2836452877 -208.0631571897 -1.8097274797 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 5 0.939986 0.341213 2.326 0.8641 2.257 1.290 278.00 40 282 0.2364335422 0.7635664578 0.2836452877 -213.4673950388 -1.7981352348 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 6 0.951533 0.307547 2.534 0.848 2.472 1.184 294.00 41 283 0.2557835112 0.7442164888 0.3048071665 -206.6714833914 -1.7867797055 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 7 0.959369 0.282154 2.704 0.8332 2.654 1.109 281.00 42 283 0.2557835112 0.7442164888 0.3048071665 -211.7744829813 -1.7756500106 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 8 0.96503 0.262139 2.847 0.8198 2.797 1.054 279.00 43 283 0.2557835112 0.7442164888 0.3266430628 -210.9964440823 -1.7647360163 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 9 0.969311 0.245838 2.97 0.8078 2.915 1.010 284.00 44 284 0.275929309 0.724070691 0.3266430628 -209.3653110452 -1.7540282689 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 10 0.972659 0.232238 3.078 0.7971 3.024 0.975 317.00 45 284 0.275929309 0.724070691 0.3266430628 -214.1783067014 -1.7435179347 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 11 0.97535 0.220663 3.173 0.7873 3.121 0.945 266.00 46 284 0.275929309 0.724070691 0.3266430628 -218.9913023576 -1.733196746ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 12 0.977559 0.210662 3.258 0.7785 3.207 0.921 265.00 47 285 0.2968247105 0.7031752895 0.3266430628 -217.0155716194 -1.7230569541 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 13 0.979406 0.201901 3.336 0.7704 3.258 0.899 279.00 48 285 0.2968247105 0.7031752895 0.3266430628 -221.6825731596 -1.7130912855 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 14 0.980971 0.194154 3.407 0.763 3.356 0.881 285.00 49 286 0.3184160219 0.6815839781 0.3266430628 -219.5385248673 -1.7032929039 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 15 0.982316 0.187231 3.472 0.7562 3.422 0.864 290.00 50 286 0.3184160219 0.6815839781 0.3266430628 -224.0650923903 -1.6936553755 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 283.00 51 287 0.3406424347 0.6593575653 0.3720770765 -208.6231943452 -1.6841726374 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A Nếu ko có subgroup (1 mẫu/1 lần) == dùng moving range, ==> sử dụng 2 (d2 = 1.128) 294.00 52 287 0.3406424347 0.6593575653 0.3955298249 -206.4584544743 -1.6748389697 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 311.00 53 287 0.3406424347 0.6593575653 0.3955298249 -210.4673565029 -1.6656489696 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 314.00 54 287 0.3406424347 0.6593575653 0.3955298249 -214.4762585315 -1.6565975283 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 280.00 55 288 0.3634364998 0.6365635002 0.419367218 -205.0463327579 -1.6476798098 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 295.00 56 288 0.3634364998 0.6365635002 0.419367218 -208.8086507901 -1.6388912315 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 306.00 57 288 0.3634364998 0.6365635002 0.419367218 -212.5709688224 -1.6302274467 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 280.00 58 288 0.3634364998 0.6365635002 0.419367218 -216.3332868547 -1.6216843286 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 288.00 59 288 0.3634364998 0.6365635002 0.419367218 -220.0956048869 -1.6132579554 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 314.00 60 288 0.3634364998 0.6365635002 0.4435043587 -217.1986021953 -1.604944597 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 293.00 61 289 0.386724717 0.613275283 0.4435043587 -213.3338674986 -1.5967407024 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 268.00 62 289 0.386724717 0.613275283 0.4435043587 -216.8600471266 -1.5886428883 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 329.00 63 290 0.4104282322 0.5895717678 0.4435043587 -212.9502306217 -1.5806479287 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 319.00 64 290 0.4104282322 0.5895717678 0.4678530117 -209.5697238134 -1.5727527451 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 324.00 65 290 0.4104282322 0.5895717678 0.4923225689 -206.2936195115 -1.5649543977 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 283.00 66 290 0.4104282322 0.5895717678 0.4923225689 -209.4919702016 -1.5572500768 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 301.00 67 291 0.4344636304 0.5655363696 0.4923225689 -205.1211375009 -1.5496370955 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 302.00 68 291 0.4344636304 0.5655363696 0.4923225689 -208.2056658844 -1.5421128823 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A https://www.spcforexcel.com/help/control-chart/variables-fomulas-calculations 273.00 69 291 0.4344636304 0.5655363696 0.4923225689 -211.2901942678 -1.5346749747 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 314.00 70 291 0.4344636304 0.5655363696 0.4923225689 -214.3747226513 -1.5273210129 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 307.00 71 291 0.4344636304 0.5655363696 0.5168210599 -210.6119282819 -1.5200487343 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 271.00 72 292 0.4587438125 0.5412561875 0.5168210599 -205.8230380156 -1.5128559679 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 298.00 73 292 0.4587438125 0.5412561875 0.5168210599 -208.7016819039 -1.5057406297 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 289.00 74 292 0.4587438125 0.5412561875 0.5168210599 -211.5803257923 -1.4987007178 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 296.00 75 293 0.4831789401 0.5168210599 0.5168210599 -206.7265923522 -1.491734308 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 298.00 76 293 0.4831789401 0.5168210599 0.5168210599 -209.5014459408 -1.4848395503 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 279.00 77 293 0.4831789401 0.5168210599 0.5412561875 -205.2083101743 -1.4780146646 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 288.00 78 293 0.4831789401 0.5168210599 0.5412561875 -207.8907717452 -1.4712579372 ERROR:#N/A ERROR:#N/A ERROR:#N/AERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 307.00 79 293 0.4831789401 0.5168210599 0.5412561875 -210.5732333161 -1.4645677178 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 308.00 80 293 0.4831789401 0.5168210599 0.5655363696 -206.2784733522 -1.4579424163 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 292.00 81 294 0.5076774311 0.4923225689 0.5655363696 -200.9102389134 -1.4513804994 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 326.00 82 294 0.5076774311 0.4923225689 0.5655363696 -203.4060182787 -1.4448804888 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 282.00 83 294 0.5076774311 0.4923225689 0.5655363696 -205.9017976441 -1.4384409576 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 291.00 84 294 0.5076774311 0.4923225689 0.5655363696 -208.3975770095 -1.4320605286 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 294.00 85 294 0.5076774311 0.4923225689 0.5895717678 -203.8592639736 -1.4257378717 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 288.00 86 294 0.5076774311 0.4923225689 0.5895717678 -206.2717996419 -1.4194717019 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 273.00 87 295 0.5321469883 0.4678530117 0.5895717678 -200.5406237359 -1.413260777 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 274.00 88 296 0.5564956413 0.4435043587 0.5895717678 -195.0295836117 -1.4071038959 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 285.00 89 296 0.5564956413 0.4435043587 0.613275283 -190.2816037648 -1.4009998968 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 278.00 90 296 0.5564956413 0.4435043587 0.613275283 -192.4316783836 -1.3949476555 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 312.00 91 296 0.5564956413 0.4435043587 0.6365635002 -187.83583458 -1.3889460836 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 307.00 92 297 0.580632782 0.419367218 0.6365635002 -182.1413398255 -1.3829941271 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 307.00 93 297 0.580632782 0.419367218 0.6365635002 -184.1319555613 -1.3770907649 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 298.00 94 297 0.580632782 0.419367218 0.6365635002 -186.1225712971 -1.3712350076 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 324.00 95 297 0.580632782 0.419367218 0.6365635002 -188.1131870329 -1.3654258959 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 320.00 96 297 0.580632782 0.419367218 0.6365635002 -190.1038027687 -1.3596624996 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 297.00 97 298 0.6044701751 0.3955298249 0.6593575653 -177.5392046876 -1.3539439162 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 273.00 98 298 0.6044701751 0.3955298249 0.6593575653 -179.3789891922 -1.3482692702 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 291.00 99 298 0.6044701751 0.3955298249 0.6593575653 -181.2187736967 -1.3426377115 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 296.00 100 299 0.6279229235 0.3720770765 0.6593575653 -175.4836043004 -1.3370484148 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 296.00 101 301 0.6733569372 0.3266430628 0.6815839781 -156.5419220725 -1.3315005785 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 306.00 102 301 0.6733569372 0.3266430628 0.6815839781 -158.0995531379 -1.3259934237 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 290.00 103 301 0.6733569372 0.3266430628 0.7031752895 -153.2639031633 -1.3205261936 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 314.00 104 301 0.6733569372 0.3266430628 0.7031752895 -154.7591607551 -1.3150981524 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 297.00 105 301 0.6733569372 0.3266430628 0.724070691 -150.1343086758 -1.3097085845 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 313.00 106 301 0.6733569372 0.3266430628 0.724070691 -151.5710006248 -1.3043567941 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 282.00 107 301 0.6733569372 0.3266430628 0.724070691 -153.0076925739 -1.299042104 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 275.00 108 301 0.6733569372 0.3266430628 0.7442164888 -148.5441513586 -1.2937638554 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 299.00 109 302 0.6951928335 0.3048071665 0.7442164888 -143.0006825537 -1.2885214069 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 286.00 110 302 0.6951928335 0.3048071665 0.7442164888 -144.3186611947 -1.2833141339 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 271.00 111 303 0.7163547123 0.2836452877 0.7635664578 -133.3370219437 -1.2781414282 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A339.00 112 303 0.7163547123 0.2836452877 0.7635664578 -134.5436918256 -1.2730026974 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 287.00 113 303 0.7163547123 0.2836452877 0.7635664578 -135.7503617074 -1.267897364 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 310.00 114 304 0.7367861757 0.2632138243 0.7820820723 -125.1344648126 -1.2628248654 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 294.00 115 304 0.7367861757 0.2632138243 0.7997326141 -121.1262057815 -1.2577846531 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 291.00 116 305 0.7564381767 0.2435618233 0.7997326141 -116.103443951 -1.2527761922 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 290.00 117 306 0.775269296 0.224730704 0.7997326141 -111.3792823149 -1.2477989612 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 294.00 118 306 0.775269296 0.224730704 0.7997326141 -112.3353276566 -1.2428524512 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 311.00 119 307 0.7932458955 0.2067541045 0.7997326141 -107.8586673829 -1.2379361658 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 303.00 120 307 0.7932458955 0.2067541045 0.8164951608 -103.8111595566 -1.2330496203 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 289.00 121 307 0.7932458955 0.2067541045 0.8164951608 -104.6798721889 -1.2281923419 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 301.00 122 307 0.7932458955 0.2067541045 0.8164951608 -105.5485848212 -1.2233638689 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 286.00 123 307 0.7932458955 0.2067541045 0.8164951608 -106.4172974535 -1.2185637503 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 328.00 124 308 0.8103421513 0.1896578487 0.8164951608 -102.0191522067 -1.2137915457 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 280.00 125 308 0.8103421513 0.1896578487 0.8323544608 -98.0551058308 -1.2090468251 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 315.00 126 310 0.8418287937 0.1581712063 0.8323544608 -89.2745536382 -1.2043291679 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 297.00 127 310 0.8418287937 0.1581712063 0.8323544608 -89.9859046632 -1.1996381633 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 266.00 128 311 0.8562053116 0.1437946884 0.8473027016 -81.8402989854 -1.19497341 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 304.00 129 311 0.8562053116 0.1437946884 0.8473027016 -82.4821836833 -1.1903345152 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 291.00 130 311 0.8562053116 0.1437946884 0.8744698963 -74.9500650766 -1.1857210952 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 282.00 131 312 0.869673072 0.130326928 0.8744698963 -71.4553601715 -1.1811327745 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 284.00 132 313 0.8822420251 0.1177579749 0.8744698963 -68.2291076378 -1.1765691861 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 278.00 133 314 0.8939279982 0.1060720018 0.8867070552 -61.57822539 -1.1720299705 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 310.00 134 314 0.8939279982 0.1060720018 0.8867070552 -62.0429667137 -1.1675147764 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 301.00 135 314 0.8939279982 0.1060720018 0.8980685344 -59.0828750136 -1.1630232598 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 307.00 136 314 0.8939279982 0.1060720018 0.8980685344 -59.5221528948 -1.1585550839 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 301.00 137 315 0.9047521211 0.0952478789 0.8980685344 -56.6756645152 -1.1541099192 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 277.00 138 317 0.9239221564 0.0760778436 0.8980685344 -51.3249967606 -1.1496874428 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 297.00 139 319 0.9400035192 0.0599964808 0.908577288 -43.6959141589 -1.1452873388 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 302.00 140 319 0.9400035192 0.0599964808 0.9182607263 -41.053614848 -1.1409092975 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 287.00 141 320 0.9469772095 0.0530227905 0.9182607263 -39.2709203973 -1.1365530158 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 297.00 142 320 0.9469772095 0.0530227905 0.9352797392 -34.3533304233 -1.1322181966 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 301.00 143 324 0.9686924381 0.0313075619 0.942686649 -25.886396675 -1.1279045487 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 301.00 144 324 0.9686924381 0.0313075619 0.942686649 -26.068055599 -1.1236117869 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 358.00 145 324 0.9686924381 0.0313075619 0.942686649 -26.2497145231 -1.1193396315ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 305.00 146 326 0.9764143675 0.0235856325 0.9494096573 -22.052889879 -1.1150878085 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 293.00 147 328 0.9824673641 0.0175326359 0.9494096573 -20.3936947906 -1.110856049 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 268.00 148 329 0.98495965 0.01504035 0.9554889394 -17.9025748023 -1.1066440895 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 283.00 149 339 0.9973091268 0.0026908732 0.9554889394 -14.3232976076 -1.1024516716 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 293.00 150 358 0.9999609689 0.0000390311 0.9609654381 -11.9169042359 -1.0982785418 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 151 90.8535449543 0.1248656538 0.8751343462 0.1354453558 -1227.9908700703 -1.0941244513 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 152 90.9269216981 0.1268071073 0.8731928927 0.1370056504 -1228.0048531236 -1.0899891563 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 153 90.9406459487 0.1271725538 0.8728274462 0.1378476542 -1233.3640575696 -1.0858724173 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 154 91.0086165844 0.12899326 0.87100674 0.1385439496 -1235.5407801611 -1.0817739993 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 155 91.0186376778 0.129263213 0.870736787 0.138696917 -1242.6029350764 -1.0776936719 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 156 91.0979418498 0.131413359 0.868586641 0.1396588696 -1243.365556051 -1.0736312085 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 157 91.1953527205 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ERROR:#N/A ERROR:#N/A ERROR:#N/A 163 91.3949080732 0.1396835592 0.8603164408 0.1432291066 -1271.297785008 -1.0456759923 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 164 91.4167296559 0.1403049258 0.8596950742 0.1440381358 -1275.8278977822 -1.0417487696 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 165 91.4629091018 0.1416260608 0.8583739392 0.1456345769 -1276.9213018482 -1.0378375485 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 166 91.4655014353 0.1417004731 0.8582995269 0.1466023242 -1282.3176428799 -1.0339421397 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 167 91.5109190745 0.1430084731 0.8569915269 0.1468984784 -1286.334028823 -1.0300623573 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 168 91.5116525544 0.1430296636 0.8569703364 0.1495489726 -1288.0195897178 -1.0261980185 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 169 91.5341206335 0.1436798023 0.8563201977 0.150628264 -1291.7575159175 -1.0223489436 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 170 91.5484300499 0.1440948989 0.8559051011 0.1514279582 -1296.650750083 -1.0185149559 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 171 91.6264059625 0.1463710746 0.8536289254 0.1523050776 -1296.9866648492 -1.0146958817 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 172 91.7399612271 0.1497287982 0.8502712018 0.1531795753 -1294.8503766374 -1.01089155 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 173 91.7441548088 0.1498537747 0.8501462253 0.1536988089 -1300.9452075963 -1.007101793 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 174 91.7590304565 0.1502976572 0.8497023428 0.1581705692 -1297.5089396094 -1.0033264452 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 175 91.776522976 0.1508207458 0.8491792542 0.1615368743 -1296.4250997025 -0.9995653443 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 176 91.777555032 0.1508516458 0.8491483542 0.1630442154 -1300.5224826673 -0.9958183302 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 177 91.7787729529 0.150888116 0.849111884 0.1633466646 -1307.1933222088 -0.9920852456 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 178 91.8199384755 0.1521242552 0.8478757448 0.1633921519 -1311.6042117064-0.9883659356 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 179 91.8206198446 0.1521447721 0.8478552279 0.1637192683 -1318.2313749206 -0.984660248 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 180 91.8383138108 0.1526782039 0.8473217961 0.1646760452 -1322.2680504789 -0.9809680327 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 181 91.8503092377 0.1530405428 0.8469594572 0.165159659 -1327.7201128856 -0.9772891422 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 182 91.8663157941 0.1535249307 0.8464750693 0.1677818126 -1328.2108971699 -0.9736234313 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 183 91.8708948228 0.1536636872 0.8463363128 0.1695827791 -1331.3020997897 -0.9699707569 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 184 91.9556265653 0.1562462592 0.8437537408 0.1731342161 -1324.8737072619 -0.9663309783 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 185 91.972232162 0.1567557195 0.8432442805 0.1756195601 -1325.6331739155 -0.9627039567 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 186 92.003065912 0.1577045963 0.8422954037 0.1757292375 -1330.3475791609 -0.9590895559 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 187 92.087579274 0.1603247119 0.8396752881 0.1768272065 -1329.0498504632 -0.9554876412 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 188 92.09876 0.1606734598 0.8393265402 0.179846255 -1329.0127896174 -0.9518980803 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 189 92.1847354283 0.1633717337 0.8366282663 0.1807561795 -1327.9196653815 -0.9483207429 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 190 92.2021737515 0.1639225925 0.8360774075 0.1832398487 -1328.5163918996 -0.9447555005 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 191 92.2199595552 0.1644856678 0.8355143322 0.1836812044 -1333.3039553974 -0.9412022266 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 192 92.2705783798 0.166095046 0.833904954 0.1837592054 -1336.4111428386 -0.9376607965 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 193 92.2726256015 0.1661603489 0.8338396511 0.1842062054 -1342.3030649499 -0.9341310874 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 194 92.3408931745 0.1683474616 0.8316525384 0.1846492662 -1343.2856392571 -0.9306129783 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 195 92.34568 0.1685015104 0.8314984896 0.184827634 -1349.4963009418 -0.92710635 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 196 92.3976792813 0.1701807793 0.8298192207 0.1849133147 -1352.3759937434 -0.9236110849 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 197 92.4166745767 0.1707968798 0.8292031202 0.1862506322 -1355.0413211984 -0.9201270671 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 198 92.4282485249 0.1711729725 0.8288270275 0.186549518 -1360.4350083289 -0.9166541826 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 199 92.4304187027 0.1712435509 0.8287564491 0.1878129926 -1364.4798662176 -0.9131923187 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 200 92.471412918 0.1725802554 0.8274197446 0.1878763815 -1368.1167278732 -0.9097413645 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 201 92.4987329959 0.1734747696 0.8265252304 0.1884307184 -1371.7199447464 -0.9063012106 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 202 92.552992603 0.1752600707 0.8247399293 0.1884641892 -1374.3636176471 -0.9028717492 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 203 92.7171515756 0.1807320184 0.8192679816 0.1913013309 -1362.6813674691 -0.8994528739 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 204 92.7275094664 0.1810808357 0.8189191643 0.1943661128 -1362.1571482709 -0.8960444799 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 205 92.8033610041 0.1836480864 0.8163519136 0.1948180736 -1362.1430226077 -0.8926464637 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 206 92.8626991157 0.185672157 0.814327843 0.1949701324 -1363.9781608324 -0.8892587233 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 207 92.911894563 0.1873607046 0.8126392954 0.1953399257 -1366.0939965219 -0.8858811582 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 208 92.9236428431 0.1877653436 0.8122346564 0.1978329143 -1366.5513168808 -0.882513669 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 209 92.9282302853 0.1879234926 0.8120765074 0.1984061459 -1371.5794951081 -0.8791561579 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 210 92.950497004 0.1886922905 0.8113077095 0.2026775397 -1367.5224460426 -0.8758085282 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A211 93.0068594304 0.1906469508 0.8093530492 0.2031827329 -1368.6632239407 -0.8724706848 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 212 93.0412733675 0.1918465213 0.8081534787 0.2039034909 -1371.0140958533 -0.8691425335 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 213 93.0727959301 0.192949352 0.807050648 0.2039906751 -1374.8786319326 -0.8658239817 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 214 93.0969645633 0.1937975189 0.8062024811 0.2044846099 -1378.4430847055 -0.8625149377 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 215 93.1203177142 0.1946192228 0.8053807772 0.204595865 -1382.8510276462 -0.8592153112 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 216 93.148213896 0.1956035519 0.8043964481 0.205180516 -1385.8936386546 -0.855925013 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 217 93.1520922874 0.1957406415 0.8042593585 0.2053188118 -1391.7295834343 -0.8526439551 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 218 93.1787250879 0.1966836068 0.8033163932 0.2056623341 -1395.340151177 -0.8493720507 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 219 93.1804105829 0.1967433761 0.8032566239 0.2058430575 -1401.2388901103 -0.8461092139 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 220 93.2167628356 0.1980351389 0.8019648611 0.2075582188 -1401.1361942186 -0.8428553601 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 221 93.2182259368 0.1980872366 0.8019127634 0.2076073049 -1407.2992215481 -0.8396104057 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 222 93.2212487479 0.1981948982 0.8018051018 0.2080367662 -1412.5253695583 -0.8363742682 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 223 93.2361208325 0.1987251026 0.8012748974 0.2080568006 -1417.6707473203 -0.8331468661 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 224 93.3174262367 0.2016388073 0.7983611927 0.2083163985 -1416.9785894844 -0.8299281189 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 225 93.448675306 0.2063959608 0.7936040392 0.2090282065 -1411.316956617 -0.8267179471 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 226 93.4527700781 0.2065454387 0.7934545613 0.2094327447 -1416.4049477975 -0.8235162723 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 227 93.4827849874 0.2076430763 0.7923569237 0.2117759234 -1415.2450149932 -0.820323017 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 228 93.4901937382 0.2079145418 0.7920854582 0.211823461 -1420.7967513011 -0.8171381046 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 229 93.4938334038 0.2080479803 0.7919520197 0.212925282 -1424.3778353653 -0.8139614595 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 230 93.5340856895 0.2095270889 0.7904729111 0.2129944155 -1427.2107339405 -0.810793007 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 231 93.554875814 0.2102934582 0.7897065418 0.2135317014 -1430.585008525 -0.8076326732 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 232 93.5892703796 0.2115649246 0.7884350754 0.2150932891 -1430.6268474102 -0.8044803854 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 233 93.5895660814 0.2115758753 0.7884241247 0.2156319223 -1435.6196028496 -0.8013360714 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 234 93.5962577833 0.2118237774 0.7881762226 0.2163547317 -1439.6846597966 -0.7981996601 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 235 93.6005741996 0.2119837743 0.7880162257 0.2165619614 -1445.0472123924 -0.7950710811 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 236 93.6190210468 0.212668341 0.787331659 0.2176626424 -1447.3030891738 -0.791950265 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 237 93.6826011783 0.2150376843 0.7849623157 0.2182864605 -1446.8545111527 -0.7888371432 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 238 93.7170733987 0.2163286898 0.7836713102 0.2187630131 -1449.0932268743 -0.7857316476 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 239 93.718262924 0.2163733182 0.7836266818 0.2192858034 -1453.9577237703 -0.7826337114 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 240 93.7487914494 0.2175205034 0.7824794966 0.2195362252 -1456.9743905289 -0.779543268 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 241 93.752459469 0.2176585743 0.7823414257 0.2196838201 -1462.4293045891 -0.7764602521 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 242 93.7648439538 0.2181251218 0.7818748782 0.2213923896 -1463.7339443095 -0.7733845989 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A 243 93.8195394473 0.2201924886 0.7798075114 0.2213981146 -1465.2072816823 -0.7703162442 ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A ERROR:#N/A
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