{"id":132,"date":"2021-11-15T13:31:06","date_gmt":"2021-11-15T13:31:06","guid":{"rendered":"http:\/\/davincitextil.com\/blog\/?p=132"},"modified":"2021-12-12T12:40:04","modified_gmt":"2021-12-12T12:40:04","slug":"descripcion-de-los-indices-de-informacion-estadistica-utilizados-en-las-cartas-de-control-y-estudios-estadisticos-individuales","status":"publish","type":"post","link":"http:\/\/davincitextil.com\/blog\/descripcion-de-los-indices-de-informacion-estadistica-utilizados-en-las-cartas-de-control-y-estudios-estadisticos-individuales\/","title":{"rendered":"Descripci\u00f3n de los \u00edndices de informaci\u00f3n estad\u00edstica utilizados en las cartas de control y estudios estad\u00edsticos individuales"},"content":{"rendered":"<h2>Descripci\u00f3n de los \u00edndices de informaci\u00f3n estad\u00edstica utilizados en<br \/>\nlas cartas de control y en los estudios estad\u00edsticos individuales I<\/h2>\n<h2>Medidas de posici\u00f3n<\/h2>\n<table>\n<tbody>\n<tr>\n<td>\u00a0 <strong>Ma<\/strong><\/p>\n<p>Media aritm\u00e8tica es el cociente que se obtiene de dividir la suma de los valores de la variable por el n\u00f9mero de observaciones.<\/p>\n<p><strong>Ma = (x<sub>1<\/sub> + x<sub>2<\/sub> + x<sub>3<\/sub> + x<sub>4<\/sub> +&#8230;&#8230;..x<sub>n<\/sub>)\/n<\/strong><\/p>\n<h3>Ma = (\u03a3x<sub>i<\/sub>)\/n<\/h3>\n<\/td>\n<td><strong>Mp<\/strong><\/p>\n<p>Media aritmetica ponderada se utiliza para calcular la media aritm\u00e8tica simple agupando previamente los datos en una tabla de frecuencia.<\/p>\n<p><strong>Mp = x<sub>1<\/sub>y<sub>1<\/sub> + x<sub>2<\/sub>y<sub>2<\/sub> + x<sub>3<\/sub>y<sub>3<\/sub> + x<sub>4<\/sub>y<sub>4<\/sub>&#8230;&#8230;x<sub>n<\/sub>y<sub>n<\/sub>)\/n<\/strong><\/p>\n<p><strong>(x) = (\u03a3x<sub>i<\/sub>n<sub>i<\/sub>)\/n <\/strong><\/td>\n<\/tr>\n<tr>\n<td>\u00a0 <strong>Me<\/strong><\/p>\n<p>Mediana es el valor de la variable que supera la mitad de las observaciones y a su vez es superado por la otra mitad de las observaciones.<\/p>\n<p><strong>Me = (n+1)\/2<\/strong><\/td>\n<td><strong>Md<\/strong><\/p>\n<p>La Moda es aquel valor de la variable \u00f2 del atributo que presenta la mayor frecuencia.<\/p>\n<p><strong>\u00a0No existe f\u00f2rmula<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Medidas de dispersi\u00f2n<\/h2>\n<table>\n<tbody>\n<tr>\n<td>\u00a0 <strong>R<\/strong><\/p>\n<p>El Rango es la diferencia entre el valor m\u00e0ximo y el valor m\u00ecnimo.<\/p>\n<p><strong>R = n<sub>m\u00e0ximo<\/sub> \u2013 n<sub>m\u00ecnimo<\/sub><\/strong><\/td>\n<td><strong>s<\/strong><sup>2<\/sup><\/p>\n<p>La varianza es la media aritm\u00e8tica de los cuadrados de las desviaciones respeco a la media aritm\u00e8tica.<\/p>\n<p><strong>s<sup>2<\/sup> = \u03a3(x<sub>i \u2013 <\/sub>(x))<sup>2) <\/sup>)\u00ad\/n<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>\u03c3<\/strong><\/p>\n<p>La desviaci\u00f2n est\u00e0ndar \u00f2 t\u00ecpica es la raiz cuadrada de la varianza.<\/p>\n<p><strong>\u03c3 = Raiz(s<sup>2 <\/sup>)<\/strong><\/td>\n<td><strong>Cv<\/strong><\/p>\n<p>El coeficiente de variaci\u00f2n es el resultado de dividir la desviaci\u00f2n est\u00e0ndar por su media aritm\u00e8tica, expresando el resultado en t\u00e8rminos porcentuales.<\/p>\n<p><strong>Cv = s<sup>2<\/sup>\/(x)<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>Da<\/strong><\/p>\n<p>La desviaci\u00f2n media es la media aritm\u00e8tica de las desviaciones respecto a la media, tomadas en valor absoluto.<\/p>\n<p><strong>Da = \u03a3(x<sub>i \u2013 <\/sub>(x))\/n<\/strong><\/td>\n<td><strong>g<sub>2<\/sub><\/strong><\/p>\n<p>La curtosis es la medida de altura de la curva y est\u00e0 dada por el cuarto momento respecto a la media, dividida por la varianza elevada al cuadrado.<\/p>\n<p><strong>g<sub>2<\/sub> = m<sub>4<\/sub>\u00ad\/(s<sup>2<\/sup>)<sup>2<\/sup> = m<sub>4<\/sub>\u00ad\/s<sup>4<\/sup><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Descripci\u00f3n de los \u00edndices de informaci\u00f3n estad\u00edstica utilizados en<br \/>\nlas cartas de control y en los estudios estad\u00edsticos individuales II<\/h2>\n<table>\n<tbody>\n<tr>\n<td>\u00a0 <strong>Cp<\/strong><\/p>\n<p>\u00cdndice de capacidad y habilidad del proceso calculado a partir de la desviaci\u00f3n est\u00e1ndar estimada.<\/p>\n<p><strong>Cp = Tolerancia\/Sigma estimada<\/strong><\/p>\n<p><strong>Sigma estimada = Rango medio \/ d2 <\/strong><\/p>\n<p>donde d2 es el factor de Tipett para el tama\u00f1o de subgrupo de la carta de control.<\/td>\n<td><strong>Cpk<\/strong><\/p>\n<p>\u00cdndice de capacidad y habilidad del proceso calculado a partir de la desviaci\u00f3n est\u00e1ndar normalizada m\u00ednima cuando se calcula para ambos l\u00edmites en una condici\u00f3n de l\u00edmites sim\u00e9tricos<\/p>\n<p><strong>Cpk = Zmin\/3<\/strong><\/p>\n<p>Este \u00edndice toma en cuenta la posici\u00f3n de la distribuci\u00f3n de los datos con respecto a los l\u00edmites de especificaci\u00f3n y determina la posici\u00f3n cr\u00edtica de la distribuci\u00f3n con respecto a los l\u00edmites de especificaciones.<\/td>\n<\/tr>\n<tr>\n<td><strong>Pp<\/strong><\/p>\n<p>\u00cdndice de capacidad y habilidad del proceso potencial de desempe\u00f1o. Se calcula de la siguiente manera:<\/p>\n<p><strong>Pp = Tolerancia \/ 6 x Sigma<\/strong><\/td>\n<td><strong>Ppk<\/strong><\/p>\n<p>\u00cdndice de capacidad y habilidad del proceso potencial para la desviaci\u00f3n est\u00e1ndar normalizada m\u00ednima calculado a partir de Sigma estimada:<\/p>\n<p><strong>\u00a0Ppk = Z min estimada \/ 3<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>CR y PR<\/strong><\/p>\n<p>Son las Razones de Capacidad y Habilidad del proceso respectivamente, siendo los valores inversos de Cp y Pp:<\/p>\n<p><strong>CR = 1\/Cp\u00a0\u00a0\u00a0\u00a0 PR = 1\/Pp<\/strong><br \/>\n<strong>\u00a0\u00a0<\/strong><\/td>\n<td><strong>Z<sub>LSE<\/sub> y Z<sub>LIE<\/sub><\/strong><\/p>\n<p>Son las desviaciones est\u00e1ndar normalizadas calculadas a partir de la Sigma calculada de los datos individuales:<\/p>\n<p><strong>Z = |Lim &#8211; Media de proceso \/ Sigma<\/strong><br \/>\n<strong>\u00a0\u00a0<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>CPS<\/strong><\/p>\n<p>\u00cdndice de capacidad y habilidad del proceso calculado a partir del l\u00edmite superior de especificaciones y la sigma estimada<\/p>\n<p><strong>CPS = (L.S.E. \u2013 Ma) \/ (6 x Sigma estimada)<\/strong><\/td>\n<td><strong>CPI<\/strong><\/p>\n<p>\u00cdndice de capacidad y habilidad del proceso calculado a partir del l\u00edmite Inferior de especificaciones y la sigma estimada:<\/p>\n<p><strong>CPI = (Ma \u2013 L.I.E.) \/ (6 x Sigma estimada)<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Grafico de Control por Atributos<\/h2>\n<h2>Descripci\u00f3n de los \u00edndices de informaci\u00f3n estad\u00edstica utilizados en<br \/>\nlos gr\u00e1ficos de control x &#8211; R<\/h2>\n<table>\n<tbody>\n<tr>\n<td>\u00a0 <strong>R<\/strong><\/p>\n<p>El Rango es la diferencia entre el valor m\u00e0ximo y el valor m\u00ecnimo.<\/p>\n<p><strong>R = n<sub>m\u00e0ximo<\/sub> \u2013 n<sub>m\u00ecnimo<\/sub><\/strong><\/td>\n<td><strong>s<\/strong><sup>2<\/sup><\/p>\n<p>La varianza es la media aritm\u00e8tica de los cuadrados de las desviaciones respeco a la media aritm\u00e8tica.<\/p>\n<p><strong>s<sup>2<\/sup> = \u03a3(x<sub>i \u2013 <\/sub>(x))<sup>2) <\/sup>)\u00ad\/n<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>\u03c3<\/strong><\/p>\n<p>La desviaci\u00f2n est\u00e0ndar \u00f2 t\u00ecpica es la raiz cuadrada de la varianza.<\/p>\n<p><strong>\u03c3 = Raiz(s<sup>2 <\/sup>)<\/strong><\/td>\n<td><strong>Cv<\/strong><\/p>\n<p>El coeficiente de variaci\u00f2n es el resultado de dividir la desviaci\u00f2n est\u00e0ndar por su media aritm\u00e8tica, expresando el resultado en t\u00e8rminos porcentuales.<\/p>\n<p><strong>Cv = s<sup>2<\/sup>\/(x)<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>Da<\/strong><\/p>\n<p>La desviaci\u00f2n media es la media aritm\u00e8tica de las desviaciones respecto a la media, tomadas en valor absoluto.<\/p>\n<p><strong>Da = \u03a3(x<sub>i \u2013 <\/sub>(x))\/n<\/strong><\/td>\n<td><strong>g<sub>2<\/sub><\/strong><\/p>\n<p>La curtosis es la medida de altura de la curva y est\u00e0 dada por el cuarto momento respecto a la media, dividida por la varianza elevada al cuadrado.<\/p>\n<p><strong>g<sub>2<\/sub> = m<sub>4<\/sub>\u00ad\/(s<sup>2<\/sup>)<sup>2<\/sup> = m<sub>4<\/sub>\u00ad\/s<sup>4<\/sup><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Factores Gr\u00e1ficos x &#8211; R<\/h2>\n<p><strong>Estimaci\u00f3n de \u03c3 a partir de (R) \u00f2 \u03c3<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td rowspan=\"4\">n<\/td>\n<td>Factor<\/td>\n<td>Factor<\/td>\n<\/tr>\n<tr>\n<td>para estimar a<\/td>\n<td>para estimar a<\/td>\n<\/tr>\n<tr>\n<td>partir de (R)<\/td>\n<td>partir de (\u03c3)<\/td>\n<\/tr>\n<tr>\n<td>d2 = (R)\/\u03c3<\/td>\n<td>c2 = (\u03c3)\/\u03c3<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td>1,128<\/td>\n<td>0,5642<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>1,693<\/td>\n<td>0,7236<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>2,059<\/td>\n<td>0,7979<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>2,326<\/td>\n<td>0,8407<\/td>\n<\/tr>\n<tr>\n<td>6<\/td>\n<td>2,534<\/td>\n<td>0,8686<\/td>\n<\/tr>\n<tr>\n<td>7<\/td>\n<td>2,704<\/td>\n<td>0,8882<\/td>\n<\/tr>\n<tr>\n<td>8<\/td>\n<td>2,847<\/td>\n<td>0,9027<\/td>\n<\/tr>\n<tr>\n<td>9<\/td>\n<td>2,970<\/td>\n<td>0,9139<\/td>\n<\/tr>\n<tr>\n<td>10<\/td>\n<td>3,078<\/td>\n<td>0,9227<\/td>\n<\/tr>\n<tr>\n<td>11<\/td>\n<td>3,173<\/td>\n<td>0,9300<\/td>\n<\/tr>\n<tr>\n<td>12<\/td>\n<td>3,258<\/td>\n<td>0,9359<\/td>\n<\/tr>\n<tr>\n<td>13<\/td>\n<td>3,336<\/td>\n<td>0,9410<\/td>\n<\/tr>\n<tr>\n<td>14<\/td>\n<td>3,407<\/td>\n<td>0,9453<\/td>\n<\/tr>\n<tr>\n<td>15<\/td>\n<td>3,472<\/td>\n<td>0,9490<\/td>\n<\/tr>\n<tr>\n<td>16<\/td>\n<td>3,532<\/td>\n<td>0,9523<\/td>\n<\/tr>\n<tr>\n<td>17<\/td>\n<td>3,588<\/td>\n<td>0,9551<\/td>\n<\/tr>\n<tr>\n<td>18<\/td>\n<td>3,640<\/td>\n<td>0,9576<\/td>\n<\/tr>\n<tr>\n<td>19<\/td>\n<td>3,689<\/td>\n<td>0,9599<\/td>\n<\/tr>\n<tr>\n<td>20<\/td>\n<td>3,735<\/td>\n<td>0,9619<\/td>\n<\/tr>\n<tr>\n<td>21<\/td>\n<td>3,778<\/td>\n<td>0,9638<\/td>\n<\/tr>\n<tr>\n<td>22<\/td>\n<td>3,819<\/td>\n<td>0,9655<\/td>\n<\/tr>\n<tr>\n<td>23<\/td>\n<td>3,895<\/td>\n<td>0,9670<\/td>\n<\/tr>\n<tr>\n<td>24<\/td>\n<td>3,895<\/td>\n<td>0,9684<\/td>\n<\/tr>\n<tr>\n<td>25<\/td>\n<td>3,931<\/td>\n<td>0,9696<\/td>\n<\/tr>\n<tr>\n<td>30<\/td>\n<td>4,086<\/td>\n<td>0,9748<\/td>\n<\/tr>\n<tr>\n<td>35<\/td>\n<td>4,213<\/td>\n<td>0,9811<\/td>\n<\/tr>\n<tr>\n<td>40<\/td>\n<td>4,220<\/td>\n<td>0,9811<\/td>\n<\/tr>\n<tr>\n<td>45<\/td>\n<td>4,415<\/td>\n<td>0,9832<\/td>\n<\/tr>\n<tr>\n<td>50<\/td>\n<td>4,498<\/td>\n<td>0,9849<\/td>\n<\/tr>\n<tr>\n<td>55<\/td>\n<td>4,572<\/td>\n<td>0,9863<\/td>\n<\/tr>\n<tr>\n<td>60<\/td>\n<td>4,639<\/td>\n<td>0,9874<\/td>\n<\/tr>\n<tr>\n<td>65<\/td>\n<td>4,699<\/td>\n<td>0,9884<\/td>\n<\/tr>\n<tr>\n<td>70<\/td>\n<td>4,755<\/td>\n<td>0,9892<\/td>\n<\/tr>\n<tr>\n<td>75<\/td>\n<td>4,806<\/td>\n<td>0,9900<\/td>\n<\/tr>\n<tr>\n<td>80<\/td>\n<td>4,854<\/td>\n<td>0,9906<\/td>\n<\/tr>\n<tr>\n<td>85<\/td>\n<td>4,898<\/td>\n<td>0,9912<\/td>\n<\/tr>\n<tr>\n<td>90<\/td>\n<td>4,939<\/td>\n<td>0,9916<\/td>\n<\/tr>\n<tr>\n<td>95<\/td>\n<td>4,978<\/td>\n<td>0,9921<\/td>\n<\/tr>\n<tr>\n<td>100<\/td>\n<td>5,015<\/td>\n<td>0,9925<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>Factores para determinar los L\u00edmites de Control de 3 \u03c3 a partir de R para gr\u00e1ficas x &#8211; R<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td rowspan=\"4\">n<\/td>\n<td>Factor<\/td>\n<td colspan=\"2\">Factores<\/td>\n<\/tr>\n<tr>\n<td>Gr\u00e1fica x<\/td>\n<td colspan=\"2\">Gr\u00e1fica R<\/td>\n<\/tr>\n<tr>\n<td rowspan=\"2\">A2<\/td>\n<td>L.I.C.<\/td>\n<td>L.S.C.<\/td>\n<\/tr>\n<tr>\n<td>D3<\/td>\n<td>D4<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td>1,880<\/td>\n<td>0,000<\/td>\n<td>3,270<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>1,020<\/td>\n<td>0,000<\/td>\n<td>2,570<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>0,730<\/td>\n<td>0,000<\/td>\n<td>2,280<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>0,580<\/td>\n<td>0,000<\/td>\n<td>2,110<\/td>\n<\/tr>\n<tr>\n<td>6<\/td>\n<td>0,480<\/td>\n<td>0,000<\/td>\n<td>2,000<\/td>\n<\/tr>\n<tr>\n<td>7<\/td>\n<td>0,420<\/td>\n<td>0,080<\/td>\n<td>1,920<\/td>\n<\/tr>\n<tr>\n<td>8<\/td>\n<td>0,370<\/td>\n<td>0,140<\/td>\n<td>1,860<\/td>\n<\/tr>\n<tr>\n<td>9<\/td>\n<td>0,340<\/td>\n<td>0,180<\/td>\n<td>1,820<\/td>\n<\/tr>\n<tr>\n<td>10<\/td>\n<td>0,310<\/td>\n<td>0,220<\/td>\n<td>1,780<\/td>\n<\/tr>\n<tr>\n<td>11<\/td>\n<td>0,290<\/td>\n<td>0,260<\/td>\n<td>1,740<\/td>\n<\/tr>\n<tr>\n<td>12<\/td>\n<td>0,270<\/td>\n<td>0,280<\/td>\n<td>1,720<\/td>\n<\/tr>\n<tr>\n<td>13<\/td>\n<td>0,250<\/td>\n<td>0,310<\/td>\n<td>1,690<\/td>\n<\/tr>\n<tr>\n<td>14<\/td>\n<td>0,240<\/td>\n<td>0,330<\/td>\n<td>1,670<\/td>\n<\/tr>\n<tr>\n<td>15<\/td>\n<td>0,220<\/td>\n<td>0,350<\/td>\n<td>1,650<\/td>\n<\/tr>\n<tr>\n<td>16<\/td>\n<td>0,210<\/td>\n<td>0,360<\/td>\n<td>1,640<\/td>\n<\/tr>\n<tr>\n<td>17<\/td>\n<td>0,200<\/td>\n<td>0,380<\/td>\n<td>1,620<\/td>\n<\/tr>\n<tr>\n<td>18<\/td>\n<td>0,190<\/td>\n<td>0,390<\/td>\n<td>1,610<\/td>\n<\/tr>\n<tr>\n<td>19<\/td>\n<td>0,185<\/td>\n<td>0,400<\/td>\n<td>1,600<\/td>\n<\/tr>\n<tr>\n<td>20<\/td>\n<td>0,180<\/td>\n<td>0,410<\/td>\n<td>1,590<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>Factores para determinar los L\u00edmites de Control de 3 \u03c3 a partir de \u03c3 para gr\u00e1ficas x &#8211; \u03c3<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td rowspan=\"3\">n<\/td>\n<td>Factor<\/p>\n<p>Gr\u00e1fica x<\/td>\n<td colspan=\"2\">Factores<\/p>\n<p>Gr\u00e1fica \u03c3<\/td>\n<\/tr>\n<tr>\n<td rowspan=\"2\">A1<\/td>\n<td>L.I.C.<\/td>\n<td>L.S.C.<\/td>\n<\/tr>\n<tr>\n<td>B3<\/td>\n<td>B4<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td>3,760<\/td>\n<td>0,000<\/td>\n<td>3,270<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>2,390<\/td>\n<td>0,000<\/td>\n<td>2,570<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>1,880<\/td>\n<td>0,000<\/td>\n<td>2,270<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>1,600<\/td>\n<td>0,000<\/td>\n<td>2,090<\/td>\n<\/tr>\n<tr>\n<td>6<\/td>\n<td>1,410<\/td>\n<td>0,030<\/td>\n<td>1,970<\/td>\n<\/tr>\n<tr>\n<td>7<\/td>\n<td>1,280<\/td>\n<td>0,120<\/td>\n<td>1,880<\/td>\n<\/tr>\n<tr>\n<td>8<\/td>\n<td>1,170<\/td>\n<td>0,190<\/td>\n<td>1,810<\/td>\n<\/tr>\n<tr>\n<td>9<\/td>\n<td>1,090<\/td>\n<td>0,240<\/td>\n<td>1,760<\/td>\n<\/tr>\n<tr>\n<td>10<\/td>\n<td>1,030<\/td>\n<td>0,280<\/td>\n<td>1,720<\/td>\n<\/tr>\n<tr>\n<td>11<\/td>\n<td>0,970<\/td>\n<td>0,320<\/td>\n<td>1,680<\/td>\n<\/tr>\n<tr>\n<td>12<\/td>\n<td>0,930<\/td>\n<td>0,350<\/td>\n<td>1,650<\/td>\n<\/tr>\n<tr>\n<td>13<\/td>\n<td>0,880<\/td>\n<td>0,380<\/td>\n<td>1,620<\/td>\n<\/tr>\n<tr>\n<td>14<\/td>\n<td>0,850<\/td>\n<td>0,410<\/td>\n<td>1,590<\/td>\n<\/tr>\n<tr>\n<td>15<\/td>\n<td>0,820<\/td>\n<td>0,430<\/td>\n<td>1,570<\/td>\n<\/tr>\n<tr>\n<td>16<\/td>\n<td>0,790<\/td>\n<td>0,450<\/td>\n<td>1,550<\/td>\n<\/tr>\n<tr>\n<td>17<\/td>\n<td>0,760<\/td>\n<td>0,470<\/td>\n<td>1,530<\/td>\n<\/tr>\n<tr>\n<td>18<\/td>\n<td>0,740<\/td>\n<td>0,485<\/td>\n<td>1,520<\/td>\n<\/tr>\n<tr>\n<td>19<\/td>\n<td>0,720<\/td>\n<td>0,500<\/td>\n<td>1,500<\/td>\n<\/tr>\n<tr>\n<td>20<\/td>\n<td>0,700<\/td>\n<td>0,510<\/td>\n<td>1,490<\/td>\n<\/tr>\n<tr>\n<td>21<\/td>\n<td>0,680<\/td>\n<td>0,520<\/td>\n<td>1,480<\/td>\n<\/tr>\n<tr>\n<td>22<\/td>\n<td>0,660<\/td>\n<td>0,530<\/td>\n<td>1,470<\/td>\n<\/tr>\n<tr>\n<td>23<\/td>\n<td>0,650<\/td>\n<td>0,540<\/td>\n<td>1,460<\/td>\n<\/tr>\n<tr>\n<td>24<\/td>\n<td>0,630<\/td>\n<td>0,550<\/td>\n<td>1,450<\/td>\n<\/tr>\n<tr>\n<td>25<\/td>\n<td>0,62<\/td>\n<td>0,560<\/td>\n<td>1,440<\/td>\n<\/tr>\n<tr>\n<td>30<\/td>\n<td>0,56<\/td>\n<td>0,600<\/td>\n<td>1,400<\/td>\n<\/tr>\n<tr>\n<td>35<\/td>\n<td>0,52<\/td>\n<td>0,630<\/td>\n<td>1,370<\/td>\n<\/tr>\n<tr>\n<td>40<\/td>\n<td>0,48<\/td>\n<td>0,660<\/td>\n<td>1,340<\/td>\n<\/tr>\n<tr>\n<td>45<\/td>\n<td>0,45<\/td>\n<td>0,680<\/td>\n<td>1,320<\/td>\n<\/tr>\n<tr>\n<td>50<\/td>\n<td>0,43<\/td>\n<td>0,700<\/td>\n<td>1,300<\/td>\n<\/tr>\n<tr>\n<td>55<\/td>\n<td>0,41<\/td>\n<td>0,710<\/td>\n<td>1,290<\/td>\n<\/tr>\n<tr>\n<td>60<\/td>\n<td>0,39<\/td>\n<td>0,720<\/td>\n<td>1,280<\/td>\n<\/tr>\n<tr>\n<td>65<\/td>\n<td>0,38<\/td>\n<td>0,730<\/td>\n<td>1,270<\/td>\n<\/tr>\n<tr>\n<td>70<\/td>\n<td>0,36<\/td>\n<td>0,740<\/td>\n<td>1,260<\/td>\n<\/tr>\n<tr>\n<td>75<\/td>\n<td>0,35<\/td>\n<td>0,750<\/td>\n<td>1,250<\/td>\n<\/tr>\n<tr>\n<td>80<\/td>\n<td>0,34<\/td>\n<td>0,760<\/td>\n<td>1,240<\/td>\n<\/tr>\n<tr>\n<td>85<\/td>\n<td>0,33<\/td>\n<td>0,770<\/td>\n<td>1,230<\/td>\n<\/tr>\n<tr>\n<td>90<\/td>\n<td>0,32<\/td>\n<td>0,775<\/td>\n<td>1,255<\/td>\n<\/tr>\n<tr>\n<td>95<\/td>\n<td>0,31<\/td>\n<td>0,780<\/td>\n<td>1,220<\/td>\n<\/tr>\n<tr>\n<td>100<\/td>\n<td>0,30<\/td>\n<td>0,790<\/td>\n<td>1,210<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>Factores para determinar los L\u00edmites de Control de 3 \u03c3 a partir de \u03c3 para gr\u00e1ficas x \u2013 R y \u03c3<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td rowspan=\"3\">n<\/td>\n<td>Factor<\/p>\n<p>Gr\u00e1fica x<\/td>\n<td colspan=\"2\">Factores<\/p>\n<p>Gr\u00e1fica R<\/td>\n<td colspan=\"2\">Factores<\/p>\n<p>Gr\u00e1fica \u03c3<\/td>\n<\/tr>\n<tr>\n<td rowspan=\"2\">A<\/td>\n<td>L.I.C.<\/td>\n<td>L.S.C.<\/td>\n<td>L.I.C.<\/td>\n<td>L.S.C.<\/td>\n<\/tr>\n<tr>\n<td>D1<\/td>\n<td>D2<\/td>\n<td>B1<\/td>\n<td>B2<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td>2,120<\/td>\n<td>0,000<\/td>\n<td>3,690<\/td>\n<td>0,000<\/td>\n<td>1,840<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>1,730<\/td>\n<td>0,000<\/td>\n<td>4,360<\/td>\n<td>0,000<\/td>\n<td>0,825<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>1,500<\/td>\n<td>0,000<\/td>\n<td>4,700<\/td>\n<td>0,000<\/td>\n<td>1,810<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>1,340<\/td>\n<td>0,000<\/td>\n<td>4,920<\/td>\n<td>0,000<\/td>\n<td>1,760<\/td>\n<\/tr>\n<tr>\n<td>6<\/td>\n<td>1,220<\/td>\n<td>0,200<\/td>\n<td>5,080<\/td>\n<td>0,030<\/td>\n<td>1,710<\/td>\n<\/tr>\n<tr>\n<td>7<\/td>\n<td>1,130<\/td>\n<td>0,390<\/td>\n<td>5,200<\/td>\n<td>0,100<\/td>\n<td>1,670<\/td>\n<\/tr>\n<tr>\n<td>8<\/td>\n<td>1,060<\/td>\n<td>0,550<\/td>\n<td>5,310<\/td>\n<td>0,170<\/td>\n<td>1,640<\/td>\n<\/tr>\n<tr>\n<td>9<\/td>\n<td>1,000<\/td>\n<td>0,690<\/td>\n<td>5,390<\/td>\n<td>0,220<\/td>\n<td>1,610<\/td>\n<\/tr>\n<tr>\n<td>10<\/td>\n<td>0,950<\/td>\n<td>0,810<\/td>\n<td>5,470<\/td>\n<td>0,260<\/td>\n<td>1,580<\/td>\n<\/tr>\n<tr>\n<td>11<\/td>\n<td>0,900<\/td>\n<td>0,920<\/td>\n<td>5,530<\/td>\n<td>0,300<\/td>\n<td>1,560<\/td>\n<\/tr>\n<tr>\n<td>12<\/td>\n<td>0,870<\/td>\n<td>1,030<\/td>\n<td>5,590<\/td>\n<td>0,330<\/td>\n<td>1,540<\/td>\n<\/tr>\n<tr>\n<td>13<\/td>\n<td>0,830<\/td>\n<td>1,120<\/td>\n<td>5,650<\/td>\n<td>0,360<\/td>\n<td>1,520<\/td>\n<\/tr>\n<tr>\n<td>14<\/td>\n<td>0,800<\/td>\n<td>1,210<\/td>\n<td>5,740<\/td>\n<td>0,375<\/td>\n<td>1,510<\/td>\n<\/tr>\n<tr>\n<td>15<\/td>\n<td>0,770<\/td>\n<td>1,280<\/td>\n<td>5,780<\/td>\n<td>0,410<\/td>\n<td>1,490<\/td>\n<\/tr>\n<tr>\n<td>16<\/td>\n<td>0,750<\/td>\n<td>1,360<\/td>\n<td>5,820<\/td>\n<td>0,425<\/td>\n<td>1,480<\/td>\n<\/tr>\n<tr>\n<td>17<\/td>\n<td>0,730<\/td>\n<td>1,430<\/td>\n<td>5,850<\/td>\n<td>0,440<\/td>\n<td>1,465<\/td>\n<\/tr>\n<tr>\n<td>18<\/td>\n<td>0,710<\/td>\n<td>1,490<\/td>\n<td>5,890<\/td>\n<td>0,455<\/td>\n<td>1,450<\/td>\n<\/tr>\n<tr>\n<td>19<\/td>\n<td>0,690<\/td>\n<td>1,550<\/td>\n<td>5,920<\/td>\n<td>0,480<\/td>\n<td>1,440<\/td>\n<\/tr>\n<tr>\n<td>20<\/td>\n<td>0,670<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,490<\/td>\n<td>1,430<\/td>\n<\/tr>\n<tr>\n<td>21<\/td>\n<td>0,650<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,500<\/td>\n<td>1,420<\/td>\n<\/tr>\n<tr>\n<td>22<\/td>\n<td>0,640<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,520<\/td>\n<td>1,410<\/td>\n<\/tr>\n<tr>\n<td>23<\/td>\n<td>0,630<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,530<\/td>\n<td>1,405<\/td>\n<\/tr>\n<tr>\n<td>24<\/td>\n<td>0,610<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,540<\/td>\n<td>1,400<\/td>\n<\/tr>\n<tr>\n<td>25<\/td>\n<td>0,600<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,550<\/td>\n<td>1,390<\/td>\n<\/tr>\n<tr>\n<td>30<\/td>\n<td>0,550<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,590<\/td>\n<td>1,360<\/td>\n<\/tr>\n<tr>\n<td>35<\/td>\n<td>0,510<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,620<\/td>\n<td>1,330<\/td>\n<\/tr>\n<tr>\n<td>40<\/td>\n<td>0,470<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,650<\/td>\n<td>1,310<\/td>\n<\/tr>\n<tr>\n<td>45<\/td>\n<td>0,450<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,670<\/td>\n<td>1,300<\/td>\n<\/tr>\n<tr>\n<td>50<\/td>\n<td>0,420<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,680<\/td>\n<td>1,280<\/td>\n<\/tr>\n<tr>\n<td>55<\/td>\n<td>0,400<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,700<\/td>\n<td>1,270<\/td>\n<\/tr>\n<tr>\n<td>60<\/td>\n<td>0,390<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,710<\/td>\n<td>1,260<\/td>\n<\/tr>\n<tr>\n<td>65<\/td>\n<td>0,370<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,725<\/td>\n<td>1,250<\/td>\n<\/tr>\n<tr>\n<td>70<\/td>\n<td>0,360<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,740<\/td>\n<td>1,240<\/td>\n<\/tr>\n<tr>\n<td>75<\/td>\n<td>0,350<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,750<\/td>\n<td>1,230<\/td>\n<\/tr>\n<tr>\n<td>80<\/td>\n<td>0,340<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,755<\/td>\n<td>1,225<\/td>\n<\/tr>\n<tr>\n<td>85<\/td>\n<td>0,330<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,760<\/td>\n<td>1,220<\/td>\n<\/tr>\n<tr>\n<td>90<\/td>\n<td>0,320<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,770<\/td>\n<td>1,215<\/td>\n<\/tr>\n<tr>\n<td>95<\/td>\n<td>0,310<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,775<\/td>\n<td>1,210<\/td>\n<\/tr>\n<tr>\n<td>100<\/td>\n<td>0,300<\/td>\n<td><\/td>\n<td><\/td>\n<td>0,780<\/td>\n<td>1,200<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u00c1rea bajo la curva normal tipificada de 0 a Z<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td>t<\/td>\n<td>0<\/td>\n<td><strong>1<\/strong><\/td>\n<td>2<\/td>\n<td>3<\/td>\n<td>4<\/td>\n<td>5<\/td>\n<td>6<\/td>\n<td>7<\/td>\n<td>8<\/td>\n<td><strong>9<\/strong><\/td>\n<\/tr>\n<tr>\n<td>0,0<\/td>\n<td>0,0000<\/td>\n<td>0,0040<\/td>\n<td>0,0080<\/td>\n<td>0,0120<\/td>\n<td>0,0160<\/td>\n<td>0,0199<\/td>\n<td>0,0239<\/td>\n<td>0,0279<\/td>\n<td>0,0319<\/td>\n<td>0,0359<\/td>\n<\/tr>\n<tr>\n<td>0,1<\/td>\n<td>0,0398<\/td>\n<td>0,0438<\/td>\n<td>0,0478<\/td>\n<td>0,0517<\/td>\n<td>0,0557<\/td>\n<td>0,0596<\/td>\n<td>0,0636<\/td>\n<td>0,0675<\/td>\n<td>0,0714<\/td>\n<td>0,0754<\/td>\n<\/tr>\n<tr>\n<td>0,2<\/td>\n<td>0,0793<\/td>\n<td>0,0832<\/td>\n<td>0,0871<\/td>\n<td>0,0910<\/td>\n<td>0,0948<\/td>\n<td>0,0987<\/td>\n<td>0,1026<\/td>\n<td>0,1064<\/td>\n<td>0,1103<\/td>\n<td>0,1141<\/td>\n<\/tr>\n<tr>\n<td><strong>0,3<\/strong><\/td>\n<td>0,1179<\/td>\n<td><strong>0,1217<\/strong><\/td>\n<td>0,1255<\/td>\n<td>0,1293<\/td>\n<td>0,1331<\/td>\n<td>0,1368<\/td>\n<td>0,1406<\/td>\n<td>0,1443<\/td>\n<td>0,1480<\/td>\n<td>0,1570<\/td>\n<\/tr>\n<tr>\n<td>0,4<\/td>\n<td>0,1554<\/td>\n<td>0,1591<\/td>\n<td>0,1628<\/td>\n<td>0,1664<\/td>\n<td>0,1700<\/td>\n<td>0,1736<\/td>\n<td>0,1772<\/td>\n<td>0,1808<\/td>\n<td>0,1844<\/td>\n<td>0,1879<\/td>\n<\/tr>\n<tr>\n<td>0,5<\/td>\n<td>0,1915<\/td>\n<td>0,1950<\/td>\n<td>0,1985<\/td>\n<td>0,2019<\/td>\n<td>0,2054<\/td>\n<td>0,2088<\/td>\n<td>0,2123<\/td>\n<td>0,2157<\/td>\n<td>0,2190<\/td>\n<td>0,2224<\/td>\n<\/tr>\n<tr>\n<td>0,6<\/td>\n<td>0,2258<\/td>\n<td>0,2291<\/td>\n<td>0,2324<\/td>\n<td>0,2357<\/td>\n<td>0,2389<\/td>\n<td>0,2422<\/td>\n<td>0,2454<\/td>\n<td>0,2486<\/td>\n<td>0,2518<\/td>\n<td>0,2549<\/td>\n<\/tr>\n<tr>\n<td>0,7<\/td>\n<td>0,2580<\/td>\n<td>0,2612<\/td>\n<td>0,2642<\/td>\n<td>0,2673<\/td>\n<td>0,2704<\/td>\n<td>0,2734<\/td>\n<td>0,2764<\/td>\n<td>0,2794<\/td>\n<td>0,2823<\/td>\n<td>0,2852<\/td>\n<\/tr>\n<tr>\n<td>0,8<\/td>\n<td>0,2881<\/td>\n<td>0,2910<\/td>\n<td>0,2939<\/td>\n<td>0,2967<\/td>\n<td>0,2996<\/td>\n<td>0,3023<\/td>\n<td>0,3051<\/td>\n<td>0,3078<\/td>\n<td>0,3106<\/td>\n<td>0,3133<\/td>\n<\/tr>\n<tr>\n<td>0,9<\/td>\n<td>0,3159<\/td>\n<td>0,3186<\/td>\n<td>0,3212<\/td>\n<td>0,3238<\/td>\n<td>0,3264<\/td>\n<td>0,3289<\/td>\n<td>0,3315<\/td>\n<td>0,3340<\/td>\n<td>0,3365<\/td>\n<td>0,3389<\/td>\n<\/tr>\n<tr>\n<td><strong>1,0<\/strong><\/td>\n<td>0,3413<\/td>\n<td>0,3438<\/td>\n<td>0,3461<\/td>\n<td>0,3485<\/td>\n<td>0,3508<\/td>\n<td>0,3511<\/td>\n<td>0,3554<\/td>\n<td>0,3577<\/td>\n<td>0,3599<\/td>\n<td><strong>0,3621<\/strong><\/td>\n<\/tr>\n<tr>\n<td>1,1<\/td>\n<td>0,3643<\/td>\n<td>0,3665<\/td>\n<td>0,3860<\/td>\n<td>0,3708<\/td>\n<td>0,3729<\/td>\n<td>0,3749<\/td>\n<td>0,3770<\/td>\n<td>0,3790<\/td>\n<td>0,3810<\/td>\n<td>0,3830<\/td>\n<\/tr>\n<tr>\n<td>1,2<\/td>\n<td>0,3849<\/td>\n<td>0,3869<\/td>\n<td>0,3888<\/td>\n<td>0,3907<\/td>\n<td>0,3925<\/td>\n<td>0,3944<\/td>\n<td>0,3962<\/td>\n<td>0,3980<\/td>\n<td>0,3997<\/td>\n<td>0,4015<\/td>\n<\/tr>\n<tr>\n<td>1,3<\/td>\n<td>0,4032<\/td>\n<td>0,4049<\/td>\n<td>0,4066<\/td>\n<td>0,4082<\/td>\n<td>0,4099<\/td>\n<td>0,4115<\/td>\n<td>0,4131<\/td>\n<td>0,4147<\/td>\n<td>0,4162<\/td>\n<td>0,4177<\/td>\n<\/tr>\n<tr>\n<td>1,4<\/td>\n<td>0,4192<\/td>\n<td>0,4207<\/td>\n<td>0,4222<\/td>\n<td>0,4236<\/td>\n<td>0,4251<\/td>\n<td>0,4265<\/td>\n<td>0,4279<\/td>\n<td>0,4292<\/td>\n<td>0,4306<\/td>\n<td>0,4319<\/td>\n<\/tr>\n<tr>\n<td>1,5<\/td>\n<td>0,4332<\/td>\n<td>0,4345<\/td>\n<td>0,4357<\/td>\n<td>0,4370<\/td>\n<td>0,4382<\/td>\n<td>0,4394<\/td>\n<td>0,4406<\/td>\n<td>0,4418<\/td>\n<td>0,4429<\/td>\n<td>0,4441<\/td>\n<\/tr>\n<tr>\n<td>1,6<\/td>\n<td>0,4452<\/td>\n<td>0,4463<\/td>\n<td>0,4474<\/td>\n<td>0,4484<\/td>\n<td>0,4495<\/td>\n<td>0,4505<\/td>\n<td>0,4515<\/td>\n<td>0,4525<\/td>\n<td>0,4535<\/td>\n<td>0,4545<\/td>\n<\/tr>\n<tr>\n<td>1,7<\/td>\n<td>0,4554<\/td>\n<td>0,4564<\/td>\n<td>0,4573<\/td>\n<td>0,4582<\/td>\n<td>0,4591<\/td>\n<td>0,4599<\/td>\n<td>0,4608<\/td>\n<td>0,4616<\/td>\n<td>0,4625<\/td>\n<td>0,4633<\/td>\n<\/tr>\n<tr>\n<td>1,8<\/td>\n<td>0,4641<\/td>\n<td>0,4649<\/td>\n<td>0,4656<\/td>\n<td>0,4664<\/td>\n<td>0,4671<\/td>\n<td>0,4678<\/td>\n<td>0,4686<\/td>\n<td>0,4693<\/td>\n<td>0,4699<\/td>\n<td>0,4706<\/td>\n<\/tr>\n<tr>\n<td>1,9<\/td>\n<td>0,4713<\/td>\n<td>0,4719<\/td>\n<td>0,4726<\/td>\n<td>0,4732<\/td>\n<td>0,4738<\/td>\n<td>0,4744<\/td>\n<td>0,4750<\/td>\n<td>0,4756<\/td>\n<td>0,4761<\/td>\n<td>0,4767<\/td>\n<\/tr>\n<tr>\n<td>2,0<\/td>\n<td>0,4772<\/td>\n<td>0,4778<\/td>\n<td>0,4783<\/td>\n<td>0,4788<\/td>\n<td>0,4793<\/td>\n<td>0,4798<\/td>\n<td>0,4803<\/td>\n<td>0,4808<\/td>\n<td>0,4812<\/td>\n<td>0,4817<\/td>\n<\/tr>\n<tr>\n<td>2,1<\/td>\n<td>0,4821<\/td>\n<td>0,4826<\/td>\n<td>0,4830<\/td>\n<td>0,4834<\/td>\n<td>0,4838<\/td>\n<td>0,4843<\/td>\n<td>0,4846<\/td>\n<td>0,4850<\/td>\n<td>0,4854<\/td>\n<td>0,4857<\/td>\n<\/tr>\n<tr>\n<td>2,2<\/td>\n<td>0,4861<\/td>\n<td>0,4864<\/td>\n<td>0,4868<\/td>\n<td>0,4871<\/td>\n<td>0,4875<\/td>\n<td>0,4878<\/td>\n<td>0,4881<\/td>\n<td>0,4884<\/td>\n<td>0,4887<\/td>\n<td>0,4890<\/td>\n<\/tr>\n<tr>\n<td>2,3<\/td>\n<td>0,4893<\/td>\n<td>0,4896<\/td>\n<td>0,4898<\/td>\n<td>0,4901<\/td>\n<td>0,4904<\/td>\n<td>0,4906<\/td>\n<td>0,4909<\/td>\n<td>0,4911<\/td>\n<td>0,4913<\/td>\n<td>0,4916<\/td>\n<\/tr>\n<tr>\n<td>2,4<\/td>\n<td>0,4918<\/td>\n<td>0,4920<\/td>\n<td>0,4922<\/td>\n<td>0,4925<\/td>\n<td>0,4927<\/td>\n<td>0,4929<\/td>\n<td>0,4931<\/td>\n<td>0,4932<\/td>\n<td>0,4934<\/td>\n<td>0,4936<\/td>\n<\/tr>\n<tr>\n<td>2,5<\/td>\n<td>0,4938<\/td>\n<td>0,4940<\/td>\n<td>0,4941<\/td>\n<td>0,4943<\/td>\n<td>0,4945<\/td>\n<td>0,4946<\/td>\n<td>0,4948<\/td>\n<td>0,4949<\/td>\n<td>0,4951<\/td>\n<td>0,4952<\/td>\n<\/tr>\n<tr>\n<td>2,6<\/td>\n<td>0,4953<\/td>\n<td>0,4955<\/td>\n<td>0,4956<\/td>\n<td>0,4957<\/td>\n<td>0,4959<\/td>\n<td>0,4960<\/td>\n<td>0,4961<\/td>\n<td>0,4962<\/td>\n<td>0,4963<\/td>\n<td>0,4964<\/td>\n<\/tr>\n<tr>\n<td>2,7<\/td>\n<td>0,4965<\/td>\n<td>0,4966<\/td>\n<td>0,4967<\/td>\n<td>0,4968<\/td>\n<td>0,4969<\/td>\n<td>0,4970<\/td>\n<td>0,4971<\/td>\n<td>0,4972<\/td>\n<td>0,4973<\/td>\n<td>0,4974<\/td>\n<\/tr>\n<tr>\n<td>2,8<\/td>\n<td>0,4974<\/td>\n<td>0,4975<\/td>\n<td>0,4976<\/td>\n<td>0,4977<\/td>\n<td>0,4977<\/td>\n<td>0,4978<\/td>\n<td>0,4979<\/td>\n<td>0,4979<\/td>\n<td>0,4980<\/td>\n<td>0,4981<\/td>\n<\/tr>\n<tr>\n<td>2,9<\/td>\n<td>0,4981<\/td>\n<td>0,4882<\/td>\n<td>0,4982<\/td>\n<td>0,4983<\/td>\n<td>0,4954<\/td>\n<td>0,4984<\/td>\n<td>0,4985<\/td>\n<td>0,4985<\/td>\n<td>0,4986<\/td>\n<td>0,4986<\/td>\n<\/tr>\n<tr>\n<td>3,0<\/td>\n<td>0,4987<\/td>\n<td>0,4987<\/td>\n<td>0,4987<\/td>\n<td>0,4988<\/td>\n<td>0,4988<\/td>\n<td>0,4989<\/td>\n<td>0,4989<\/td>\n<td>0,4989<\/td>\n<td>0,4990<\/td>\n<td>0,4990<\/td>\n<\/tr>\n<tr>\n<td>3,1<\/td>\n<td>0,4990<\/td>\n<td>0,4991<\/td>\n<td>0,4991<\/td>\n<td>0,4991<\/td>\n<td>0,4992<\/td>\n<td>0,4992<\/td>\n<td>0,4992<\/td>\n<td>0,4992<\/td>\n<td>0,4993<\/td>\n<td>0,4993<\/td>\n<\/tr>\n<tr>\n<td>3,2<\/td>\n<td>0,4993<\/td>\n<td>0,4993<\/td>\n<td>0,4994<\/td>\n<td>0,4994<\/td>\n<td>0,4994<\/td>\n<td>0,4994<\/td>\n<td>0,4994<\/td>\n<td>0,4995<\/td>\n<td>0,4995<\/td>\n<td>0,4995<\/td>\n<\/tr>\n<tr>\n<td>3,3<\/td>\n<td>0,4995<\/td>\n<td>0,4995<\/td>\n<td>0,4995<\/td>\n<td>0,4996<\/td>\n<td>0,4996<\/td>\n<td>0,4996<\/td>\n<td>0,4996<\/td>\n<td>0,4996<\/td>\n<td>0,4996<\/td>\n<td>0,4997<\/td>\n<\/tr>\n<tr>\n<td>3,4<\/td>\n<td>0,4997<\/td>\n<td>0,4997<\/td>\n<td>0,4997<\/td>\n<td>0,4997<\/td>\n<td>0,4997<\/td>\n<td>0,4997<\/td>\n<td>0,4997<\/td>\n<td>0,4997<\/td>\n<td>0,4997<\/td>\n<td>0,4998<\/td>\n<\/tr>\n<tr>\n<td>3,5<\/td>\n<td>0,4998<\/td>\n<td>0,4998<\/td>\n<td>0,4998<\/td>\n<td>0,4998<\/td>\n<td>0,4998<\/td>\n<td>0,4998<\/td>\n<td>0,4998<\/td>\n<td>0,4998<\/td>\n<td>0,4998<\/td>\n<td>0,4998<\/td>\n<\/tr>\n<tr>\n<td>3,6<\/td>\n<td>0,4998<\/td>\n<td>0,4998<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<\/tr>\n<tr>\n<td>3,7<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<\/tr>\n<tr>\n<td>3,8<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<td>0,4999<\/td>\n<\/tr>\n<tr>\n<td>3,9<\/td>\n<td>0,5000<\/td>\n<td>0,5000<\/td>\n<td>0,5000<\/td>\n<td>0,5000<\/td>\n<td>0,5000<\/td>\n<td>0,5000<\/td>\n<td>0,5000<\/td>\n<td>0,5000<\/td>\n<td>0,5000<\/td>\n<td>0,5000<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Descripci\u00f3n de los \u00edndices de informaci\u00f3n estad\u00edstica utilizados en<br \/>\nlas cartas de control p<\/h2>\n<table>\n<tbody>\n<tr>\n<td>\u00a0 <strong>R<\/strong><\/p>\n<p>El Rango es la diferencia entre el valor m\u00e0ximo y el valor m\u00ecnimo.<\/p>\n<p><strong>R = n<sub>m\u00e0ximo<\/sub> \u2013 n<sub>m\u00ecnimo<\/sub><\/strong><\/td>\n<td><strong>s<\/strong><sup>2<\/sup><\/p>\n<p>La varianza es la media aritm\u00e8tica de los cuadrados de las desviaciones respeco a la media aritm\u00e8tica.<\/p>\n<p><strong>s<sup>2<\/sup> = \u03a3(x<sub>i \u2013 <\/sub>(x))<sup>2) <\/sup>)\u00ad\/n<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>\u03c3<\/strong><\/p>\n<p>La desviaci\u00f2n est\u00e0ndar \u00f2 t\u00ecpica es la raiz cuadrada de la varianza.<\/p>\n<p><strong>\u03c3 = Raiz(s<sup>2 <\/sup>)<\/strong><\/td>\n<td><strong>Cv<\/strong><\/p>\n<p>El coeficiente de variaci\u00f2n es el resultado de dividir la desviaci\u00f2n est\u00e0ndar por su media aritm\u00e8tica, expresando el resultado en t\u00e8rminos porcentuales.<\/p>\n<p><strong>Cv = s<sup>2<\/sup>\/(x)<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>Da<\/strong><\/p>\n<p>La desviaci\u00f2n media es la media aritm\u00e8tica de las desviaciones respecto a la media, tomadas en valor absoluto.<\/p>\n<p><strong>Da = \u03a3(x<sub>i \u2013 <\/sub>(x))\/n<\/strong><\/td>\n<td><strong>g<sub>2<\/sub><\/strong><\/p>\n<p>La curtosis es la medida de altura de la curva y est\u00e0 dada por el cuarto momento respecto a la media, dividida por la varianza elevada al cuadrado.<\/p>\n<p><strong>g<sub>2<\/sub> = m<sub>4<\/sub>\u00ad\/(s<sup>2<\/sup>)<sup>2<\/sup> = m<sub>4<\/sub>\u00ad\/s<sup>4<\/sup><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Ejemplo Gr\u00e1fico de Control p<\/h2>\n<table>\n<tbody>\n<tr>\n<td>\n<p>No.<\/p>\n<p>muestra<\/td>\n<td>Unidades<\/p>\n<p>Revisadas<\/p>\n<p>n<\/td>\n<td>No. De<\/p>\n<p>Defectos (x)<\/p>\n<p>x<\/td>\n<td>Fracci\u00f2n<\/p>\n<p>defectuosa<\/p>\n<p>p = x\/n<\/td>\n<td>% Defecuoso<\/p>\n<p>100p<\/td>\n<td>\n<p>Raiz(n)<\/td>\n<td>\n<p>Varianza<\/td>\n<td>1<\/p>\n<p>Desviaci\u00f3n<\/p>\n<p>Est\u00e1ndar<\/td>\n<td>3<\/p>\n<p>Desviaci\u00f3n<\/p>\n<p>Est\u00e1ndar<\/td>\n<td>L.S.C<\/td>\n<td>\n<p>L.I.C<\/td>\n<\/tr>\n<tr>\n<td>1<\/td>\n<td>8686<\/td>\n<td>1015<\/td>\n<td>0,11685<\/td>\n<td>11,685%<\/td>\n<td>93,199<\/td>\n<td>0,1032<\/td>\n<td>0,0036<\/td>\n<td>0,0109<\/td>\n<td>0,143139<\/td>\n<td>0,121331<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td>4683<\/td>\n<td>768<\/td>\n<td>0,16400<\/td>\n<td>16,400%<\/td>\n<td>68,432<\/td>\n<td>0,1371<\/td>\n<td>0,0050<\/td>\n<td>0,0149<\/td>\n<td>0,147085<\/td>\n<td>0,117384<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>10957<\/td>\n<td>1271<\/td>\n<td>0,11600<\/td>\n<td>11,600%<\/td>\n<td>104,676<\/td>\n<td>0,1025<\/td>\n<td>0,0032<\/td>\n<td>0,0097<\/td>\n<td>0,141943<\/td>\n<td>0,122526<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>8023<\/td>\n<td>1091<\/td>\n<td>0,13598<\/td>\n<td>13,598%<\/td>\n<td>89,571<\/td>\n<td>0,1175<\/td>\n<td>0,0038<\/td>\n<td>0,0113<\/td>\n<td>0,143580<\/td>\n<td>0,120889<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>7463<\/td>\n<td>965<\/td>\n<td>0,12930<\/td>\n<td>12,930%<\/td>\n<td>86,389<\/td>\n<td>0,1126<\/td>\n<td>0,0039<\/td>\n<td>0,0118<\/td>\n<td>0,143998<\/td>\n<td>0,120471<\/td>\n<\/tr>\n<tr>\n<td>6<\/td>\n<td>6541<\/td>\n<td>940<\/td>\n<td>0,14371<\/td>\n<td>14,371%<\/td>\n<td>80,876<\/td>\n<td>0,1231<\/td>\n<td>0,0042<\/td>\n<td>0,0126<\/td>\n<td>0,144800<\/td>\n<td>0,119669<\/td>\n<\/tr>\n<tr>\n<td>7<\/td>\n<td>8174<\/td>\n<td>1081<\/td>\n<td>0,13225<\/td>\n<td>13,225%<\/td>\n<td>90,410<\/td>\n<td>0,1148<\/td>\n<td>0,0037<\/td>\n<td>0,0112<\/td>\n<td>0,143475<\/td>\n<td>0,120994<\/td>\n<\/tr>\n<tr>\n<td>8<\/td>\n<td>3156<\/td>\n<td>458<\/td>\n<td>0,14512<\/td>\n<td>14,512%<\/td>\n<td>56,178<\/td>\n<td>0,1241<\/td>\n<td>0,0060<\/td>\n<td>0,0181<\/td>\n<td>0,150324<\/td>\n<td>0,114145<\/td>\n<\/tr>\n<tr>\n<td>9<\/td>\n<td>3199<\/td>\n<td>569<\/td>\n<td>0,17787<\/td>\n<td>17,787%<\/td>\n<td>56,560<\/td>\n<td>0,1462<\/td>\n<td>0,0060<\/td>\n<td>0,0180<\/td>\n<td>0,150202<\/td>\n<td>0,114267<\/td>\n<\/tr>\n<tr>\n<td>10<\/td>\n<td>10059<\/td>\n<td>1258<\/td>\n<td>0,12506<\/td>\n<td>12,506%<\/td>\n<td>100,295<\/td>\n<td>0,1094<\/td>\n<td>0,0034<\/td>\n<td>0,0101<\/td>\n<td>0,142367<\/td>\n<td>0,122102<\/td>\n<\/tr>\n<tr>\n<td>11<\/td>\n<td>9808<\/td>\n<td>1146<\/td>\n<td>0,11684<\/td>\n<td>11,684%<\/td>\n<td>99,035<\/td>\n<td>0,1032<\/td>\n<td>0,0034<\/td>\n<td>0,0103<\/td>\n<td>0,142496<\/td>\n<td>0,121973<\/td>\n<\/tr>\n<tr>\n<td>12<\/td>\n<td>5630<\/td>\n<td>1335<\/td>\n<td>0,23712<\/td>\n<td>23,712%<\/td>\n<td>75,033<\/td>\n<td>0,1809<\/td>\n<td>0,0045<\/td>\n<td>0,0135<\/td>\n<td>0,145778<\/td>\n<td>0,118691<\/td>\n<\/tr>\n<tr>\n<td>13<\/td>\n<td>9271<\/td>\n<td>1261<\/td>\n<td>0,13602<\/td>\n<td>13,602%<\/td>\n<td>96,286<\/td>\n<td>0,1175<\/td>\n<td>0,0035<\/td>\n<td>0,0106<\/td>\n<td>0,142789<\/td>\n<td>0,121680<\/td>\n<\/tr>\n<tr>\n<td>14<\/td>\n<td>7459<\/td>\n<td>917<\/td>\n<td>0,12294<\/td>\n<td>12,294%<\/td>\n<td>86,366<\/td>\n<td>0,1078<\/td>\n<td>0,0039<\/td>\n<td>0,0118<\/td>\n<td>0,144001<\/td>\n<td>0,120468<\/td>\n<\/tr>\n<tr>\n<td>15<\/td>\n<td>7690<\/td>\n<td>1105<\/td>\n<td>0,14369<\/td>\n<td>14,369%<\/td>\n<td>87,693<\/td>\n<td>0,1230<\/td>\n<td>0,0039<\/td>\n<td>0,0116<\/td>\n<td>0,143823<\/td>\n<td>0,120646<\/td>\n<\/tr>\n<tr>\n<td>16<\/td>\n<td>4407<\/td>\n<td>566<\/td>\n<td>0,12843<\/td>\n<td>12,843%<\/td>\n<td>66,385<\/td>\n<td>0,1119<\/td>\n<td>0,0051<\/td>\n<td>0,0153<\/td>\n<td>0,147543<\/td>\n<td>0,116926<\/td>\n<\/tr>\n<tr>\n<td>17<\/td>\n<td>3157<\/td>\n<td>537<\/td>\n<td>0,17010<\/td>\n<td>17,010%<\/td>\n<td>56,187<\/td>\n<td>0,1412<\/td>\n<td>0,0060<\/td>\n<td>0,0181<\/td>\n<td>0,150321<\/td>\n<td>0,114148<\/td>\n<\/tr>\n<tr>\n<td>18<\/td>\n<td>6864<\/td>\n<td>760<\/td>\n<td>0,11072<\/td>\n<td>11,072%<\/td>\n<td>82,849<\/td>\n<td>0,0985<\/td>\n<td>0,0041<\/td>\n<td>0,0123<\/td>\n<td>0,144501<\/td>\n<td>0,119969<\/td>\n<\/tr>\n<tr>\n<td>19<\/td>\n<td>9197<\/td>\n<td>1292<\/td>\n<td>0,14048<\/td>\n<td>14,048%<\/td>\n<td>95,901<\/td>\n<td>0,1207<\/td>\n<td>0,0035<\/td>\n<td>0,0106<\/td>\n<td>0,142831<\/td>\n<td>0,121638<\/td>\n<\/tr>\n<tr>\n<td>20<\/td>\n<td>7615<\/td>\n<td>873<\/td>\n<td>0,11464<\/td>\n<td>11,464%<\/td>\n<td>87,264<\/td>\n<td>0,1015<\/td>\n<td>0,0039<\/td>\n<td>0,0116<\/td>\n<td>0,143880<\/td>\n<td>0,120589<\/td>\n<\/tr>\n<tr>\n<td>21<\/td>\n<td>1423<\/td>\n<td>142<\/td>\n<td>0,09979<\/td>\n<td>9,979%<\/td>\n<td>37,723<\/td>\n<td>0,0898<\/td>\n<td>0,0090<\/td>\n<td>0,0269<\/td>\n<td>0,159174<\/td>\n<td>0,105295<\/td>\n<\/tr>\n<tr>\n<td>22<\/td>\n<td>7077<\/td>\n<td>1110<\/td>\n<td>0,15685<\/td>\n<td>15,685%<\/td>\n<td>84,125<\/td>\n<td>0,1322<\/td>\n<td>0,0040<\/td>\n<td>0,0121<\/td>\n<td>0,144315<\/td>\n<td>0,120155<\/td>\n<\/tr>\n<tr>\n<td>23<\/td>\n<td>6864<\/td>\n<td>918<\/td>\n<td>0,13374<\/td>\n<td>13,374%<\/td>\n<td>82,849<\/td>\n<td>0,1159<\/td>\n<td>0,0041<\/td>\n<td>0,0123<\/td>\n<td>0,144501<\/td>\n<td>0,119969<\/td>\n<\/tr>\n<tr>\n<td>24<\/td>\n<td>7765<\/td>\n<td>971<\/td>\n<td>0,12505<\/td>\n<td>12,505%<\/td>\n<td>88,119<\/td>\n<td>0,1094<\/td>\n<td>0,0038<\/td>\n<td>0,0115<\/td>\n<td>0,143767<\/td>\n<td>0,120702<\/td>\n<\/tr>\n<tr>\n<td>25<\/td>\n<td>8063<\/td>\n<td>829<\/td>\n<td>0,10282<\/td>\n<td>10,282%<\/td>\n<td>89,794<\/td>\n<td>0,0922<\/td>\n<td>0,0038<\/td>\n<td>0,0113<\/td>\n<td>0,143552<\/td>\n<td>0,120917<\/td>\n<\/tr>\n<tr>\n<td>26<\/td>\n<td>7671<\/td>\n<td>943<\/td>\n<td>0,12293<\/td>\n<td>12,293%<\/td>\n<td>87,584<\/td>\n<td>0,1078<\/td>\n<td>0,0039<\/td>\n<td>0,0116<\/td>\n<td>0,143838<\/td>\n<td>0,120632<\/td>\n<\/tr>\n<tr>\n<td>27<\/td>\n<td>6468<\/td>\n<td>856<\/td>\n<td>0,13234<\/td>\n<td>13,234%<\/td>\n<td>80,424<\/td>\n<td>0,1148<\/td>\n<td>0,0042<\/td>\n<td>0,0126<\/td>\n<td>0,144871<\/td>\n<td>0,119599<\/td>\n<\/tr>\n<tr>\n<td>28<\/td>\n<td>2497<\/td>\n<td>342<\/td>\n<td>0,13696<\/td>\n<td>13,696%<\/td>\n<td>49,970<\/td>\n<td>0,1182<\/td>\n<td>0,0068<\/td>\n<td>0,0203<\/td>\n<td>0,152572<\/td>\n<td>0,111898<\/td>\n<\/tr>\n<tr>\n<td>29<\/td>\n<td>7343<\/td>\n<td>759<\/td>\n<td>0,10336<\/td>\n<td>10,336%<\/td>\n<td>85,691<\/td>\n<td>0,0927<\/td>\n<td>0,0040<\/td>\n<td>0,0119<\/td>\n<td>0,144094<\/td>\n<td>0,120375<\/td>\n<\/tr>\n<tr>\n<td>Totales:<\/td>\n<td>197210<\/td>\n<td>26078<\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Promedios:<\/td>\n<td>6800,34<\/td>\n<td>899,24<\/td>\n<td>0,13223<\/td>\n<td><\/td>\n<td>80,892<\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td>0,145502<\/td>\n<td>0,118967<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Desviaciones \u03c3: 3<\/p>\n<p>Promedio (p):26.078 \/ 197.210 = 0,13223<\/p>\n<p>Varianza: 0,13223 x (1 \u2013 0,13223) = 0,1147<\/p>\n<p>Promedio revisado:192.210 \/ 29 = 6,800,34<\/p>\n<p>Raiz (n): Raiz(6.800,34) = 82,464<\/p>\n<p>Desviaci\u00f2n estandar: Raiz(0,1147) = 0,0041<\/p>\n<p>3 Desviaciones estandar: 0,0041 x 3 = 0,0123<\/p>\n<p>% Coeficiente de variaci\u00f3n: (0,041 x 100) \/ 0,1322 = 3,110<\/p>\n<p>L.S.C.: 0,1322 + 0,0123 = 0,1446<\/p>\n<p>L.I.C.: 0.1322 \u2013 0,0123 = 0,1199<\/p>\n<h2>Descripci\u00f3n de los \u00edndices de informaci\u00f3n estad\u00edstica utilizados en<br \/>\nlas cartas de control pn<\/h2>\n<table>\n<tbody>\n<tr>\n<td>\u00a0 <strong>R<\/strong><\/p>\n<p>El Rango es la diferencia entre el valor m\u00e0ximo y el valor m\u00ecnimo.<\/p>\n<p><strong>R = n<sub>m\u00e0ximo<\/sub> \u2013 n<sub>m\u00ecnimo<\/sub><\/strong><\/td>\n<td><strong>s<\/strong><sup>2<\/sup><\/p>\n<p>La varianza es la media aritm\u00e8tica de los cuadrados de las desviaciones respeco a la media aritm\u00e8tica.<\/p>\n<p><strong>s<sup>2<\/sup> = \u03a3(x<sub>i \u2013 <\/sub>(x))<sup>2) <\/sup>)\u00ad\/n<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>\u03c3<\/strong><\/p>\n<p>La desviaci\u00f2n est\u00e0ndar \u00f2 t\u00ecpica es la raiz cuadrada de la varianza.<\/p>\n<p><strong>\u03c3 = Raiz(s<sup>2 <\/sup>)<\/strong><\/td>\n<td><strong>Cv<\/strong><\/p>\n<p>El coeficiente de variaci\u00f2n es el resultado de dividir la desviaci\u00f2n est\u00e0ndar por su media aritm\u00e8tica, expresando el resultado en t\u00e8rminos porcentuales.<\/p>\n<p><strong>Cv = s<sup>2<\/sup>\/(x)<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>Da<\/strong><\/p>\n<p>La desviaci\u00f2n media es la media aritm\u00e8tica de las desviaciones respecto a la media, tomadas en valor absoluto.<\/p>\n<p><strong>Da = \u03a3(x<sub>i \u2013 <\/sub>(x))\/n<\/strong><\/td>\n<td><strong>g<sub>2<\/sub><\/strong><\/p>\n<p>La curtosis es la medida de altura de la curva y est\u00e0 dada por el cuarto momento respecto a la media, dividida por la varianza elevada al cuadrado.<\/p>\n<p><strong>g<sub>2<\/sub> = m<sub>4<\/sub>\u00ad\/(s<sup>2<\/sup>)<sup>2<\/sup> = m<sub>4<\/sub>\u00ad\/s<sup>4<\/sup><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Descripci\u00f3n de los \u00edndices de informaci\u00f3n estad\u00edstica utilizados en<br \/>\nlas cartas de control c<\/h2>\n<table>\n<tbody>\n<tr>\n<td>\u00a0 <strong>R<\/strong><\/p>\n<p>El Rango es la diferencia entre el valor m\u00e0ximo y el valor m\u00ecnimo.<\/p>\n<p><strong>R = n<sub>m\u00e0ximo<\/sub> \u2013 n<sub>m\u00ecnimo<\/sub><\/strong><\/td>\n<td><strong>s<\/strong><sup>2<\/sup><\/p>\n<p>La varianza es la media aritm\u00e8tica de los cuadrados de las desviaciones respeco a la media aritm\u00e8tica.<\/p>\n<p><strong>s<sup>2<\/sup> = \u03a3(x<sub>i \u2013 <\/sub>(x))<sup>2) <\/sup>)\u00ad\/n<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>\u03c3<\/strong><\/p>\n<p>La desviaci\u00f2n est\u00e0ndar \u00f2 t\u00ecpica es la raiz cuadrada de la varianza.<\/p>\n<p><strong>\u03c3 = Raiz(s<sup>2 <\/sup>)<\/strong><\/td>\n<td><strong>Cv<\/strong><\/p>\n<p>El coeficiente de variaci\u00f2n es el resultado de dividir la desviaci\u00f2n est\u00e0ndar por su media aritm\u00e8tica, expresando el resultado en t\u00e8rminos porcentuales.<\/p>\n<p><strong>Cv = s<sup>2<\/sup>\/(x)<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>Da<\/strong><\/p>\n<p>La desviaci\u00f2n media es la media aritm\u00e8tica de las desviaciones respecto a la media, tomadas en valor absoluto.<\/p>\n<p><strong>Da = \u03a3(x<sub>i \u2013 <\/sub>(x))\/n<\/strong><\/td>\n<td><strong>g<sub>2<\/sub><\/strong><\/p>\n<p>La curtosis es la medida de altura de la curva y est\u00e0 dada por el cuarto momento respecto a la media, dividida por la varianza elevada al cuadrado.<\/p>\n<p><strong>g<sub>2<\/sub> = m<sub>4<\/sub>\u00ad\/(s<sup>2<\/sup>)<sup>2<\/sup> = m<sub>4<\/sub>\u00ad\/s<sup>4<\/sup><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Descripci\u00f3n de los \u00edndices de informaci\u00f3n estad\u00edstica utilizados en<br \/>\nlas cartas de control u<\/h2>\n<table>\n<tbody>\n<tr>\n<td>\u00a0 <strong>R<\/strong><\/p>\n<p>El Rango es la diferencia entre el valor m\u00e0ximo y el valor m\u00ecnimo.<\/p>\n<p><strong>R = n<sub>m\u00e0ximo<\/sub> \u2013 n<sub>m\u00ecnimo<\/sub><\/strong><\/td>\n<td><strong>s<\/strong><sup>2<\/sup><\/p>\n<p>La varianza es la media aritm\u00e8tica de los cuadrados de las desviaciones respeco a la media aritm\u00e8tica.<\/p>\n<p><strong>s<sup>2<\/sup> = \u03a3(x<sub>i \u2013 <\/sub>(x))<sup>2) <\/sup>)\u00ad\/n<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>\u03c3<\/strong><\/p>\n<p>La desviaci\u00f2n est\u00e0ndar \u00f2 t\u00ecpica es la raiz cuadrada de la varianza.<\/p>\n<p><strong>\u03c3 = Raiz(s<sup>2 <\/sup>)<\/strong><\/td>\n<td><strong>Cv<\/strong><\/p>\n<p>El coeficiente de variaci\u00f2n es el resultado de dividir la desviaci\u00f2n est\u00e0ndar por su media aritm\u00e8tica, expresando el resultado en t\u00e8rminos porcentuales.<\/p>\n<p><strong>Cv = s<sup>2<\/sup>\/(x)<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>Da<\/strong><\/p>\n<p>La desviaci\u00f2n media es la media aritm\u00e8tica de las desviaciones respecto a la media, tomadas en valor absoluto.<\/p>\n<p><strong>Da = \u03a3(x<sub>i \u2013 <\/sub>(x))\/n<\/strong><\/td>\n<td><strong>g<sub>2<\/sub><\/strong><\/p>\n<p>La curtosis es la medida de altura de la curva y est\u00e0 dada por el cuarto momento respecto a la media, dividida por la varianza elevada al cuadrado.<\/p>\n<p><strong>g<sub>2<\/sub> = m<sub>4<\/sub>\u00ad\/(s<sup>2<\/sup>)<sup>2<\/sup> = m<sub>4<\/sub>\u00ad\/s<sup>4<\/sup><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Descripci\u00f3n de los \u00edndices de informaci\u00f3n estad\u00edstica utilizados en las cartas de control y en los estudios estad\u00edsticos individuales I Medidas de posici\u00f3n \u00a0 Ma Media aritm\u00e8tica es el cociente que se obtiene de dividir la suma de los valores de la variable por el n\u00f9mero de observaciones. Ma = (x1 + x2 + x3&hellip;&nbsp;<a href=\"http:\/\/davincitextil.com\/blog\/descripcion-de-los-indices-de-informacion-estadistica-utilizados-en-las-cartas-de-control-y-estudios-estadisticos-individuales\/\" class=\"\" rel=\"bookmark\">Leer m\u00e1s &raquo;<span class=\"screen-reader-text\">Descripci\u00f3n de los \u00edndices de informaci\u00f3n estad\u00edstica utilizados en las cartas de control y estudios estad\u00edsticos individuales<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":""},"categories":[1],"tags":[],"_links":{"self":[{"href":"http:\/\/davincitextil.com\/blog\/wp-json\/wp\/v2\/posts\/132"}],"collection":[{"href":"http:\/\/davincitextil.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/davincitextil.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/davincitextil.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/davincitextil.com\/blog\/wp-json\/wp\/v2\/comments?post=132"}],"version-history":[{"count":1,"href":"http:\/\/davincitextil.com\/blog\/wp-json\/wp\/v2\/posts\/132\/revisions"}],"predecessor-version":[{"id":133,"href":"http:\/\/davincitextil.com\/blog\/wp-json\/wp\/v2\/posts\/132\/revisions\/133"}],"wp:attachment":[{"href":"http:\/\/davincitextil.com\/blog\/wp-json\/wp\/v2\/media?parent=132"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/davincitextil.com\/blog\/wp-json\/wp\/v2\/categories?post=132"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/davincitextil.com\/blog\/wp-json\/wp\/v2\/tags?post=132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}