MUESTREO DEL TRABAJO

MUESTREO DEL TRABAJOHECTOR FABIO VALDERRAMA MALAVER INGENIERA INDUSTRIAL47112100OBJETIVO DE ESTUDIOConocer y aplicar la tcnica estadstica de muestreo de trabajo, como un mtodo practico, el cual mediante observaciones instantneas, permite determinar la cantidad de productividad e improductividad en un proceso .CALCULO DE LA MUESTRA

PROGRAMACIN ALEATORIAPara establecer la programacin aleatorio se utilizo el programa Excel, en cual se obtuvieron los nmeros aleatorios correspondientes para cada da del estudio generaron la siguiente tabla.

ESTIMACIONES DE P

TABULACIN

CONCLUSIONES ANEXOS

Hoja1

9/26/14Dia 19/27/14Dia 29/28/14Dia 39/29/14Dia 49/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:001110:00119:001114:00119:001214:101629:151213:021211:141210:07129:081214:12129:011314:141439:191313:101311:151310:20139:191314:19139:141414:161249:261413:131411:221410:34149:291414:20149:291514:171159:331513:211511:361510:39159:401514:25159:321614:3111469:371613:271611:431610:46169:441614:27169:361714:4411379:511713:391711:461711:00179:451714:33179:401814:481489:541813:471811:571811:01189:501814:43189:541915:00112910:001913:541911:581911:031910:051914:49199:5911015:08181010:0311014:0011012:0211011:0411010:0811014:5711010:1011115:12141110:1111114:0411112:0611111:1211110:1911115:0311110:1711215:13111210:1411214:1711212:1811211:1611210:2711215:1111210:2611315:17141310:2811314:3011312:3111311:2611310:3711315:1411310:2811415:24171410:3111414:3611412:3311411:2711410:5111415:1511410:4311515:381141510:5411514:4411512:4011511:3511511:0011515:3011510:4411615:42141611:0211614:5311612:4211611:4711611:0111615:3611610:4911715:531111711:1011715:0411712:5411711:5211711:0611715:4011710:5611815:55121811:1411815:0511813:0711811:5411811:0911815:5211811:1111916:04191911:2711915:0711913:1111912:0611911:1111916:0111911:2012016:09152011:3712015:1612013:1512012:1912011:2112016:1312011:2412116:13142111:4412115:1712113:2012112:3012111:3212116:1612111:3012216:22192211:5612215:3112213:2812212:4012211:4512216:3112211:4512316:23112312:1112315:3312313:3312312:4812312:0012316:3712312:0012416:26132412:1612415:3912413:4512413:0012412:0312416:4912412:0212516:2913Total186Total168Total177Total159Total204Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.625P=0.8333333333P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.375Q=0.1666666667Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:12170.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 471314571412184101812521213111081220.70.66666666670.60864143240.81992999613717:4612Dia 5811101141515311810149153210111315330.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.6250.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.83333333330.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.074518:51115(Z/2)^2=3.844618:54134719:09115n=164.57142857144819:17184919:31114L - DObs/Dia245019:3312L - DObs/Hora8Total3515

Hoja1

9/26/14Dia 19/27/14Dia 29/28/14Dia 39/29/14Dia 49/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:001110:00119:001114:00119:001214:101629:151213:021211:141210:07129:081214:12129:011314:141439:191313:101311:151310:20139:191314:19139:141414:161249:261413:131411:221410:34149:291414:20149:291514:171159:331513:211511:361510:39159:401514:25159:321614:3111469:371613:271611:431610:46169:441614:27169:361714:4411379:511713:391711:461711:00179:451714:33179:401814:481489:541813:471811:571811:01189:501814:43189:541915:00112910:001913:541911:581911:031910:051914:49199:5911015:08181010:0311014:0011012:0211011:0411010:0811014:5711010:1011115:12141110:1111114:0411112:0611111:1211110:1911115:0311110:1711215:13111210:1411214:1711212:1811211:1611210:2711215:1111210:2611315:17141310:2811314:3011312:3111311:2611310:3711315:1411310:2811415:24171410:3111414:3611412:3311411:2711410:5111415:1511410:4311515:381141510:5411514:4411512:4011511:3511511:0011515:3011510:4411615:42141611:0211614:5311612:4211611:4711611:0111615:3611610:4911715:531111711:1011715:0411712:5411711:5211711:0611715:4011710:5611815:55121811:1411815:0511813:0711811:5411811:0911815:5211811:1111916:04191911:2711915:0711913:1111912:0611911:1111916:0111911:2012016:09152011:3712015:1612013:1512012:1912011:2112016:1312011:2412116:13142111:4412115:1712113:2012112:3012111:3212116:1612111:3012216:22192211:5612215:3112213:2812212:4012211:4512216:3112211:4512316:23112312:1112315:3312313:3312312:4812312:0012316:3712312:0012416:26132412:1612415:3912413:4512413:0012412:0312416:4912412:0212516:2913Total186Total168Total177Total159Total204Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.625P=0.8333333333P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.375Q=0.1666666667Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:12170.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 471314571412184101812521213111081220.70.66666666670.60864143240.81992999613717:4612Dia 5811101141515311810149153210111315330.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.6250.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.83333333330.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.074518:51115(Z/2)^2=3.844618:54134719:09115n=164.57142857144819:17184919:31114L - DObs/Dia245019:3312L - DObs/Hora8Total3515

Hoja1

9/26/14Dia 19/27/14Dia 29/28/14Dia 39/29/14Dia 49/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:001110:00119:001114:00119:001214:101629:151213:021211:141210:07129:081214:12129:011314:141439:191313:101311:151310:20139:191314:19139:141414:161249:261413:131411:221410:34149:291414:20149:291514:171159:331513:211511:361510:39159:401514:25159:321614:3111469:371613:271611:431610:46169:441614:27169:361714:4411379:511713:391711:461711:00179:451714:33179:401814:481489:541813:471811:571811:01189:501814:43189:541915:00112910:001913:541911:581911:031910:051914:49199:5911015:08181010:0311014:0011012:0211011:0411010:0811014:5711010:1011115:12141110:1111114:0411112:0611111:1211110:1911115:0311110:1711215:13111210:1411214:1711212:1811211:1611210:2711215:1111210:2611315:17141310:2811314:3011312:3111311:2611310:3711315:1411310:2811415:24171410:3111414:3611412:3311411:2711410:5111415:1511410:4311515:381141510:5411514:4411512:4011511:3511511:0011515:3011510:4411615:42141611:0211614:5311612:4211611:4711611:0111615:3611610:4911715:531111711:1011715:0411712:5411711:5211711:0611715:4011710:5611815:55121811:1411815:0511813:0711811:5411811:0911815:5211811:1111916:04191911:2711915:0711913:1111912:0611911:1111916:0111911:2012016:09152011:3712015:1612013:1512012:1912011:2112016:1312011:2412116:13142111:4412115:1712113:2012112:3012111:3212116:1612111:3012216:22192211:5612215:3112213:2812212:4012211:4512216:3112211:4512316:23112312:1112315:3312313:3312312:4812312:0012316:3712312:0012416:26132412:1612415:3912413:4512413:0012412:0312416:4912412:0212516:2913Total186Total168Total177Total159Total204Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.625P=0.8333333333P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.375Q=0.1666666667Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:12170.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 471314571412184101812521213111081220.70.66666666670.60864143240.81992999613717:4612Dia 5811101141515311810149153210111315330.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.6250.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.83333333330.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.074518:51115(Z/2)^2=3.844618:54134719:09115n=164.57142857144819:17184919:31114L - DObs/Dia245019:3312L - DObs/Hora8Total3515

Hoja1

8/26/14Dia 18/27/14Dia 28/28/14Dia 38/29/14Dia 48/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:00119:001110:001114:00119:001214:101629:151213:021211:14129:081210:071214:12129:011314:141439:191313:101311:15139:191310:201314:19139:141414:161249:261413:131411:22149:291410:341414:20149:291514:171159:331513:211511:36159:401510:391514:25159:321614:3111469:371613:271611:43169:441610:461614:27169:361714:4411379:511713:391711:46179:451711:001714:33179:401814:481489:541813:471811:57189:501811:011814:43189:541915:00112910:001913:541911:581910:051911:031914:49199:5911015:08181010:0311014:0011012:0211010:0811011:0411014:5711010:1011115:12141110:1111114:0411112:0611110:1911111:1211115:0311110:1711215:13111210:1411214:1711212:1811210:2711211:1611215:1111210:2611315:17141310:2811314:3011312:3111310:3711311:2611315:1411310:2811415:24171410:3111414:3611412:3311410:5111411:2711415:1511410:4311515:381141510:5411514:4411512:4011511:0011511:3511515:3011510:4411615:42141611:0211614:5311612:4211611:0111611:4711615:3611610:4911715:531111711:1011715:0411712:5411711:0611711:5211715:4011710:5611815:55121811:1411815:0511813:0711811:0911811:5411815:5211811:1111916:04191911:2711915:0711913:1111911:1111912:0611916:0111911:2012016:09152011:3712015:1612013:1512011:2112012:1912016:1312011:2412116:13142111:4412115:1712113:2012111:3212112:3012116:1612111:3012216:22192211:5612215:3112213:2812211:4512212:4012216:3112211:4512316:23112312:1112315:3312313:3312312:0012312:4812316:3712312:0012416:26132412:1612415:3912413:4512412:0312413:0012416:4912412:0212516:2913Total186Total168Total177Total204Total159Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.8333333333P=0.625P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.1666666667Q=0.375Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:121730.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 4811101141515311810149153210111315320.70.66666666670.60864143240.81992999613717:4612Dia 571314571412184101812521213111081230.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.6250.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.83333333330.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.07DiaPQ4518:51115(Z/2)^2=3.8410.750.254618:541320.66666666670.33333333334719:09115n=164.571428571430.70833333330.29166666674819:171840.83333333330.16666666674919:31114L - DObs/Dia2450.6250.3755019:3312L - DObs/Hora860.66666666670.3333333333Total351570.750.25

Hoja1

9/26/14Dia 19/27/14Dia 29/28/14Dia 39/29/14Dia 49/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:001110:00119:001114:00119:001214:101629:151213:021211:141210:07129:081214:12129:011314:141439:191313:101311:151310:20139:191314:19139:141414:161249:261413:131411:221410:34149:291414:20149:291514:171159:331513:211511:361510:39159:401514:25159:321614:3111469:371613:271611:431610:46169:441614:27169:361714:4411379:511713:391711:461711:00179:451714:33179:401814:481489:541813:471811:571811:01189:501814:43189:541915:00112910:001913:541911:581911:031910:051914:49199:5911015:08181010:0311014:0011012:0211011:0411010:0811014:5711010:1011115:12141110:1111114:0411112:0611111:1211110:1911115:0311110:1711215:13111210:1411214:1711212:1811211:1611210:2711215:1111210:2611315:17141310:2811314:3011312:3111311:2611310:3711315:1411310:2811415:24171410:3111414:3611412:3311411:2711410:5111415:1511410:4311515:381141510:5411514:4411512:4011511:3511511:0011515:3011510:4411615:42141611:0211614:5311612:4211611:4711611:0111615:3611610:4911715:531111711:1011715:0411712:5411711:5211711:0611715:4011710:5611815:55121811:1411815:0511813:0711811:5411811:0911815:5211811:1111916:04191911:2711915:0711913:1111912:0611911:1111916:0111911:2012016:09152011:3712015:1612013:1512012:1912011:2112016:1312011:2412116:13142111:4412115:1712113:2012112:3012111:3212116:1612111:3012216:22192211:5612215:3112213:2812212:4012211:4512216:3112211:4512316:23112312:1112315:3312313:3312312:4812312:0012316:3712312:0012416:26132412:1612415:3912413:4512413:0012412:0312416:4912412:0212516:2913Total186Total168Total177Total159Total204Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.625P=0.8333333333P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.375Q=0.1666666667Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:121730.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 471314571412184101812521213111081220.70.66666666670.60864143240.81992999613717:4612Dia 5811101141515311810149153210111315330.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.6250.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.83333333330.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.074518:51115(Z/2)^2=3.844618:54134719:09115n=164.57142857144819:17184919:31114L - DObs/Dia245019:3312L - DObs/Hora8Total3515

Hoja1

8/26/14Dia 18/27/14Dia 28/28/14Dia 38/29/14Dia 48/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:00119:001110:001114:00119:001214:101629:151213:021211:14129:081210:071214:12129:011314:141439:191313:101311:15139:191310:201314:19139:141414:161249:261413:131411:22149:291410:341414:20149:291514:171159:331513:211511:36159:401510:391514:25159:321614:3111469:371613:271611:43169:441610:461614:27169:361714:4411379:511713:391711:46179:451711:001714:33179:401814:481489:541813:471811:57189:501811:011814:43189:541915:00112910:001913:541911:581910:051911:031914:49199:5911015:08181010:0311014:0011012:0211010:0811011:0411014:5711010:1011115:12141110:1111114:0411112:0611110:1911111:1211115:0311110:1711215:13111210:1411214:1711212:1811210:2711211:1611215:1111210:2611315:17141310:2811314:3011312:3111310:3711311:2611315:1411310:2811415:24171410:3111414:3611412:3311410:5111411:2711415:1511410:4311515:381141510:5411514:4411512:4011511:0011511:3511515:3011510:4411615:42141611:0211614:5311612:4211611:0111611:4711615:3611610:4911715:531111711:1011715:0411712:5411711:0611711:5211715:4011710:5611815:55121811:1411815:0511813:0711811:0911811:5411815:5211811:1111916:04191911:2711915:0711913:1111911:1111912:0611916:0111911:2012016:09152011:3712015:1612013:1512011:2112012:1912016:1312011:2412116:13142111:4412115:1712113:2012111:3212112:3012116:1612111:3012216:22192211:5612215:3112213:2812211:4512212:4012216:3112211:4512316:23112312:1112315:3312313:3312312:0012312:4812316:3712312:0012416:26132412:1612415:3912413:4512412:0312413:0012416:4912412:0212516:2913Total186Total168Total177Total204Total159Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.8333333333P=0.625P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.1666666667Q=0.375Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:121730.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 4811101141515311810149153210111315320.70.66666666670.60864143240.81992999613717:4612Dia 571314571412184101812521213111081230.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.83333333330.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.6250.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.07DiaPQ4518:51115(Z/2)^2=3.8410.750.254618:541320.66666666670.33333333334719:09115n=16530.70833333330.29166666674819:171840.83333333330.16666666674919:31114L - DObs/Dia2450.6250.3755019:3312L - DObs/Hora860.66666666670.3333333333Total351570.750.25

Hoja1

9/26/14Dia 19/27/14Dia 29/28/14Dia 39/29/14Dia 49/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:001110:00119:001114:00119:001214:101629:151213:021211:141210:07129:081214:12129:011314:141439:191313:101311:151310:20139:191314:19139:141414:161249:261413:131411:221410:34149:291414:20149:291514:171159:331513:211511:361510:39159:401514:25159:321614:3111469:371613:271611:431610:46169:441614:27169:361714:4411379:511713:391711:461711:00179:451714:33179:401814:481489:541813:471811:571811:01189:501814:43189:541915:00112910:001913:541911:581911:031910:051914:49199:5911015:08181010:0311014:0011012:0211011:0411010:0811014:5711010:1011115:12141110:1111114:0411112:0611111:1211110:1911115:0311110:1711215:13111210:1411214:1711212:1811211:1611210:2711215:1111210:2611315:17141310:2811314:3011312:3111311:2611310:3711315:1411310:2811415:24171410:3111414:3611412:3311411:2711410:5111415:1511410:4311515:381141510:5411514:4411512:4011511:3511511:0011515:3011510:4411615:42141611:0211614:5311612:4211611:4711611:0111615:3611610:4911715:531111711:1011715:0411712:5411711:5211711:0611715:4011710:5611815:55121811:1411815:0511813:0711811:5411811:0911815:5211811:1111916:04191911:2711915:0711913:1111912:0611911:1111916:0111911:2012016:09152011:3712015:1612013:1512012:1912011:2112016:1312011:2412116:13142111:4412115:1712113:2012112:3012111:3212116:1612111:3012216:22192211:5612215:3112213:2812212:4012211:4512216:3112211:4512316:23112312:1112315:3312313:3312312:4812312:0012316:3712312:0012416:26132412:1612415:3912413:4512413:0012412:0312416:4912412:0212516:2913Total186Total168Total177Total159Total204Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.625P=0.8333333333P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.375Q=0.1666666667Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:12170.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 471314571412184101812521213111081220.70.66666666670.60864143240.81992999613717:4612Dia 5811101141515311810149153210111315330.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.6250.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.83333333330.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.074518:51115(Z/2)^2=3.844618:54134719:09115n=164.57142857144819:17184919:31114L - DObs/Dia245019:3312L - DObs/Hora8Total3515

Hoja1

9/26/14Dia 19/27/14Dia 29/28/14Dia 39/29/14Dia 49/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:001110:00119:001114:00119:001214:101629:151213:021211:141210:07129:081214:12129:011314:141439:191313:101311:151310:20139:191314:19139:141414:161249:261413:131411:221410:34149:291414:20149:291514:171159:331513:211511:361510:39159:401514:25159:321614:3111469:371613:271611:431610:46169:441614:27169:361714:4411379:511713:391711:461711:00179:451714:33179:401814:481489:541813:471811:571811:01189:501814:43189:541915:00112910:001913:541911:581911:031910:051914:49199:5911015:08181010:0311014:0011012:0211011:0411010:0811014:5711010:1011115:12141110:1111114:0411112:0611111:1211110:1911115:0311110:1711215:13111210:1411214:1711212:1811211:1611210:2711215:1111210:2611315:17141310:2811314:3011312:3111311:2611310:3711315:1411310:2811415:24171410:3111414:3611412:3311411:2711410:5111415:1511410:4311515:381141510:5411514:4411512:4011511:3511511:0011515:3011510:4411615:42141611:0211614:5311612:4211611:4711611:0111615:3611610:4911715:531111711:1011715:0411712:5411711:5211711:0611715:4011710:5611815:55121811:1411815:0511813:0711811:5411811:0911815:5211811:1111916:04191911:2711915:0711913:1111912:0611911:1111916:0111911:2012016:09152011:3712015:1612013:1512012:1912011:2112016:1312011:2412116:13142111:4412115:1712113:2012112:3012111:3212116:1612111:3012216:22192211:5612215:3112213:2812212:4012211:4512216:3112211:4512316:23112312:1112315:3312313:3312312:4812312:0012316:3712312:0012416:26132412:1612415:3912413:4512413:0012412:0312416:4912412:0212516:2913Total186Total168Total177Total159Total204Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.625P=0.8333333333P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.375Q=0.1666666667Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:121730.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 471314571412184101812521213111081220.70.66666666670.60864143240.81992999613717:4612Dia 5811101141515311810149153210111315330.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.6250.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.83333333330.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.074518:51115(Z/2)^2=3.844618:54134719:09115n=164.57142857144819:17184919:31114L - DObs/Dia245019:3312L - DObs/Hora8Total3515

Hoja1

9/26/14Dia 19/27/14Dia 29/28/14Dia 39/29/14Dia 49/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:001110:00119:001114:00119:001214:101629:151213:021211:141210:07129:081214:12129:011314:141439:191313:101311:151310:20139:191314:19139:141414:161249:261413:131411:221410:34149:291414:20149:291514:171159:331513:211511:361510:39159:401514:25159:321614:3111469:371613:271611:431610:46169:441614:27169:361714:4411379:511713:391711:461711:00179:451714:33179:401814:481489:541813:471811:571811:01189:501814:43189:541915:00112910:001913:541911:581911:031910:051914:49199:5911015:08181010:0311014:0011012:0211011:0411010:0811014:5711010:1011115:12141110:1111114:0411112:0611111:1211110:1911115:0311110:1711215:13111210:1411214:1711212:1811211:1611210:2711215:1111210:2611315:17141310:2811314:3011312:3111311:2611310:3711315:1411310:2811415:24171410:3111414:3611412:3311411:2711410:5111415:1511410:4311515:381141510:5411514:4411512:4011511:3511511:0011515:3011510:4411615:42141611:0211614:5311612:4211611:4711611:0111615:3611610:4911715:531111711:1011715:0411712:5411711:5211711:0611715:4011710:5611815:55121811:1411815:0511813:0711811:5411811:0911815:5211811:1111916:04191911:2711915:0711913:1111912:0611911:1111916:0111911:2012016:09152011:3712015:1612013:1512012:1912011:2112016:1312011:2412116:13142111:4412115:1712113:2012112:3012111:3212116:1612111:3012216:22192211:5612215:3112213:2812212:4012211:4512216:3112211:4512316:23112312:1112315:3312313:3312312:4812312:0012316:3712312:0012416:26132412:1612415:3912413:4512413:0012412:0312416:4912412:0212516:2913Total186Total168Total177Total159Total204Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.625P=0.8333333333P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.375Q=0.1666666667Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:121730.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 471314571412184101812521213111081220.70.66666666670.60864143240.81992999613717:4612Dia 5811101141515311810149153210111315330.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.6250.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.83333333330.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.074518:51115(Z/2)^2=3.844618:54134719:09115n=164.57142857144819:17184919:31114L - DObs/Dia245019:3312L - DObs/Hora8Total3515

Hoja1

9/26/14Dia 19/27/14Dia 29/28/14Dia 39/29/14Dia 49/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:001110:00119:001114:00119:001214:101629:151213:021211:141210:07129:081214:12129:011314:141439:191313:101311:151310:20139:191314:19139:141414:161249:261413:131411:221410:34149:291414:20149:291514:171159:331513:211511:361510:39159:401514:25159:321614:3111469:371613:271611:431610:46169:441614:27169:361714:4411379:511713:391711:461711:00179:451714:33179:401814:481489:541813:471811:571811:01189:501814:43189:541915:00112910:001913:541911:581911:031910:051914:49199:5911015:08181010:0311014:0011012:0211011:0411010:0811014:5711010:1011115:12141110:1111114:0411112:0611111:1211110:1911115:0311110:1711215:13111210:1411214:1711212:1811211:1611210:2711215:1111210:2611315:17141310:2811314:3011312:3111311:2611310:3711315:1411310:2811415:24171410:3111414:3611412:3311411:2711410:5111415:1511410:4311515:381141510:5411514:4411512:4011511:3511511:0011515:3011510:4411615:42141611:0211614:5311612:4211611:4711611:0111615:3611610:4911715:531111711:1011715:0411712:5411711:5211711:0611715:4011710:5611815:55121811:1411815:0511813:0711811:5411811:0911815:5211811:1111916:04191911:2711915:0711913:1111912:0611911:1111916:0111911:2012016:09152011:3712015:1612013:1512012:1912011:2112016:1312011:2412116:13142111:4412115:1712113:2012112:3012111:3212116:1612111:3012216:22192211:5612215:3112213:2812212:4012211:4512216:3112211:4512316:23112312:1112315:3312313:3312312:4812312:0012316:3712312:0012416:26132412:1612415:3912413:4512413:0012412:0312416:4912412:0212516:2913Total186Total168Total177Total159Total204Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.625P=0.8333333333P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.375Q=0.1666666667Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:121730.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 471314571412184101812521213111081220.70.66666666670.60864143240.81992999613717:4612Dia 5811101141515311810149153210111315330.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.6250.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.83333333330.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.074518:51115(Z/2)^2=3.844618:54134719:09115n=164.57142857144819:17184919:31114L - DObs/Dia245019:3312L - DObs/Hora8Total3515

Hoja1

9/26/14Dia 19/27/14Dia 29/28/14Dia 39/29/14Dia 49/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:001110:00119:001114:00119:001214:101629:151213:021211:141210:07129:081214:12129:011314:141439:191313:101311:151310:20139:191314:19139:141414:161249:261413:131411:221410:34149:291414:20149:291514:171159:331513:211511:361510:39159:401514:25159:321614:3111469:371613:271611:431610:46169:441614:27169:361714:4411379:511713:391711:461711:00179:451714:33179:401814:481489:541813:471811:571811:01189:501814:43189:541915:00112910:001913:541911:581911:031910:051914:49199:5911015:08181010:0311014:0011012:0211011:0411010:0811014:5711010:1011115:12141110:1111114:0411112:0611111:1211110:1911115:0311110:1711215:13111210:1411214:1711212:1811211:1611210:2711215:1111210:2611315:17141310:2811314:3011312:3111311:2611310:3711315:1411310:2811415:24171410:3111414:3611412:3311411:2711410:5111415:1511410:4311515:381141510:5411514:4411512:4011511:3511511:0011515:3011510:4411615:42141611:0211614:5311612:4211611:4711611:0111615:3611610:4911715:531111711:1011715:0411712:5411711:5211711:0611715:4011710:5611815:55121811:1411815:0511813:0711811:5411811:0911815:5211811:1111916:04191911:2711915:0711913:1111912:0611911:1111916:0111911:2012016:09152011:3712015:1612013:1512012:1912011:2112016:1312011:2412116:13142111:4412115:1712113:2012112:3012111:3212116:1612111:3012216:22192211:5612215:3112213:2812212:4012211:4512216:3112211:4512316:23112312:1112315:3312313:3312312:4812312:0012316:3712312:0012416:26132412:1612415:3912413:4512413:0012412:0312416:4912412:0212516:2913Total186Total168Total177Total159Total204Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.625P=0.8333333333P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.375Q=0.1666666667Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:121730.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 471314571412184101812521213111081220.70.66666666670.60864143240.81992999613717:4612Dia 5811101141515311810149153210111315330.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.6250.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.83333333330.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.074518:51115(Z/2)^2=3.844618:54134719:09115n=164.57142857144819:17184919:31114L - DObs/Dia245019:3312L - DObs/Hora8Total3515

Hoja1

9/26/14Dia 19/27/14Dia 29/28/14Dia 39/29/14Dia 49/30/14Dia 59/1/14Dia 610/2/14Dia 710/3/14nHoraPQN Ale.nHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQnHoraPQ114:041419:001113:001111:001110:00119:001114:00119:001214:101629:151213:021211:141210:07129:081214:12129:011314:141439:191313:101311:151310:20139:191314:19139:141414:161249:261413:131411:221410:34149:291414:20149:291514:171159:331513:211511:361510:39159:401514:25159:321614:3111469:371613:271611:431610:46169:441614:27169:361714:4411379:511713:391711:461711:00179:451714:33179:401814:481489:541813:471811:571811:01189:501814:43189:541915:00112910:001913:541911:581911:031910:051914:49199:5911015:08181010:0311014:0011012:0211011:0411010:0811014:5711010:1011115:12141110:1111114:0411112:0611111:1211110:1911115:0311110:1711215:13111210:1411214:1711212:1811211:1611210:2711215:1111210:2611315:17141310:2811314:3011312:3111311:2611310:3711315:1411310:2811415:24171410:3111414:3611412:3311411:2711410:5111415:1511410:4311515:381141510:5411514:4411512:4011511:3511511:0011515:3011510:4411615:42141611:0211614:5311612:4211611:4711611:0111615:3611610:4911715:531111711:1011715:0411712:5411711:5211711:0611715:4011710:5611815:55121811:1411815:0511813:0711811:5411811:0911815:5211811:1111916:04191911:2711915:0711913:1111912:0611911:1111916:0111911:2012016:09152011:3712015:1612013:1512012:1912011:2112016:1312011:2412116:13142111:4412115:1712113:2012112:3012111:3212116:1612111:3012216:22192211:5612215:3112213:2812212:4012211:4512216:3112211:4512316:23112312:1112315:3312313:3312312:4812312:0012316:3712312:0012416:26132412:1612415:3912413:4512413:0012412:0312416:4912412:0212516:2913Total186Total168Total177Total159Total204Total168Total1862616:421132716:4715P=0.75P=0.6666666667P=0.71P=0.625P=0.8333333333P=0.6666666667P=0.75Pt=0.712816:5619Q=0.25Q=0.3333333333Q=0.29Q=0.375Q=0.1666666667Q=0.3333333333Q=0.25Qt=0.292917:04183017:05110.03521476063117:121730.10564428183217:2119Tabla de numeros aleatorios3317:2716Dia 11547741436383143138841310712155LCS0.823417:2811Dia 22838612876413136891112911426DiaPhPLCILCSLCI0.613517:2911Dia 3141714731114412133721213445851210.70.750.60864143240.81992999613617:44115Dia 471314571412184101812521213111081220.70.66666666670.60864143240.81992999613717:4612Dia 5811101141515311810149153210111315330.70.70833333330.60864143240.81992999613817:5317Dia 612715261068683115641291231561240.70.6250.60864143240.81992999613918:03110Dia 7113153441451179215157159461515250.70.83333333330.60864143240.81992999614018:081560.70.66666666670.60864143240.81992999614118:171970.70.750.60864143240.81992999614218:30113P=0.74318:3212Q=0.34418:3614L=0.074518:51115(Z/2)^2=3.844618:54134719:09115n=164.57142857144819:17184919:31114L - DObs/Dia245019:3312L - DObs/Hora8Total3515