{"id":2514,"date":"2021-10-01T10:16:17","date_gmt":"2021-10-01T08:16:17","guid":{"rendered":"https:\/\/ws205.juntadeandalucia.es\/educaiecawp\/experimentando-con-muestras\/"},"modified":"2023-08-24T10:32:15","modified_gmt":"2023-08-24T08:32:15","slug":"experimentando-con-muestras","status":"publish","type":"post","link":"https:\/\/www.juntadeandalucia.es\/institutodeestadisticaycartografia\/educaieca-contenidos\/experimentando-con-muestras\/","title":{"rendered":"Experimentando con muestras"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"title-heading-left\"><strong>Introducci\u00f3n<\/strong><\/h2><\/div><div class=\"fusion-text fusion-text-1\"><p>El <strong>muestreo<\/strong> es una t\u00e9cnica muy eficaz cuando no podemos medir a toda la poblaci\u00f3n que pretendemos estudiar, ya sea por una limitaci\u00f3n de tiempo o de costes. Consiste en estudiar solo a una parte de los individuos de manera que las conclusiones que obtengamos puedan ser aplicables a toda la poblaci\u00f3n.<\/p>\n<p>Vamos a hacer un peque\u00f1o experimento en el que veremos c\u00f3mo <strong>se obtienen distintos resultados dependiendo de la forma de obtener la muestra<\/strong>.<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container ieca-card nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:30px;--awb-padding-right:30px;--awb-padding-bottom:30px;--awb-padding-left:30px;--awb-background-color:#ffffff;--awb-box-shadow:0px 10px 21px 0px rgba(0,0,0,0.24);\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-center\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:3.84%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\"><p><strong>Material necesario<\/strong><\/p>\n<ul>\n<li>6 vasos desechables, no transparentes.<\/li>\n<li>6 trozos de papel numerados del 1 al 6.<\/li>\n<li>12 bolitas de papel peque\u00f1as<br \/>\n(tama\u00f1o garbanzo).<\/li>\n<li>1 dado.<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_2 1_2 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:3.84%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-column\"><svg id=\"b06ad542-f0b4-4a39-91b0-d5cf695cd670\" data-name=\"Capa 1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 2560 1440\"><defs><style>.a216f325-1745-4cb5-9557-62558bc6592a,.ac9e5a92-6e85-44bd-a5f2-3ab618d9911a{fill:#fff;}.ac9e5a92-6e85-44bd-a5f2-3ab618d9911a{opacity:0.7;}<\/style><\/defs><title>muestras ilustraciones<\/title><polygon class=\"a216f325-1745-4cb5-9557-62558bc6592a\" points=\"547.71 823.06 559.91 808.85 561.01 806.19 564.34 792.43 573.36 786.35 588.49 781.05 593.78 781.01 599.32 782.23 610.48 783.16 618.85 782.35 620.49 783.47 633.7 796.56 635.35 799.11 642.75 817.82 642.96 821.01 638.98 836.49 635.23 842.2 626.24 849.15 621.69 853.35 617.18 860.66 608.86 860.53 590.77 865.08 584.55 864.95 557.76 846.28 555.08 837.19 553.57 830.66 547.71 823.06\"\/><path 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d=\"M1310.63,1169.1c-3.58,2.24-6.44.74-6.38-3.33s3-9.19,6.6-11.42,6.44-.74,6.38,3.33S1314.22,1166.87,1310.63,1169.1Z\"\/><path d=\"M1348.94,1189.1c-3.59,2.24-6.45.75-6.39-3.33s3-9.19,6.6-11.43,6.44-.73,6.38,3.34S1352.52,1186.87,1348.94,1189.1Z\"\/><path d=\"M1349.26,1167c-3.58,2.24-6.44.74-6.38-3.33s3-9.19,6.6-11.43,6.44-.73,6.38,3.34S1352.84,1164.74,1349.26,1167Z\"\/><path d=\"M1349.59,1144.84c-3.59,2.23-6.45.74-6.39-3.34s3-9.18,6.6-11.41,6.44-.74,6.38,3.33S1353.17,1142.61,1349.59,1144.84Z\"\/><path class=\"a216f325-1745-4cb5-9557-62558bc6592a\" d=\"M1188.3,1099.09v81.34a27.71,27.71,0,0,0,13.08,23.75l62.61,38a6.58,6.58,0,0,0,9.89-5.93V1144.2l-80.66-48.1A3.3,3.3,0,0,0,1188.3,1099.09Z\"\/><path d=\"M1250,1154.35c3.54,2.23,6.42,7.35,6.41,11.42s-2.91,5.56-6.45,3.33a15,15,0,0,1-6.4-11.42C1243.57,1153.61,1246.45,1152.12,1250,1154.35Z\"\/><path d=\"M1249.88,1198.61a15,15,0,0,1,6.4,11.42c0,4.08-2.9,5.57-6.44,3.34a15,15,0,0,1-6.41-11.43C1243.44,1197.87,1246.33,1196.37,1249.88,1198.61Z\"\/><path d=\"M1230.68,1164.35a15,15,0,0,1,6.4,11.42c0,4.08-2.9,5.57-6.45,3.33a15,15,0,0,1-6.4-11.42C1224.24,1163.61,1227.13,1162.11,1230.68,1164.35Z\"\/><path d=\"M1211.48,1130.09a15,15,0,0,1,6.4,11.42c0,4.07-2.9,5.57-6.45,3.33a15,15,0,0,1-6.4-11.42C1205,1129.35,1207.93,1127.86,1211.48,1130.09Z\"\/><path d=\"M1211.35,1174.35a15,15,0,0,1,6.4,11.42c0,4.08-2.89,5.57-6.44,3.34s-6.42-7.35-6.4-11.43S1207.81,1172.12,1211.35,1174.35Z\"\/><path d=\"M1368.9,1072.67l-72.3-41.74a33.3,33.3,0,0,0-33.2,0l-72.3,41.74a33.29,33.29,0,0,0-16.6,28.76v83.47a33.29,33.29,0,0,0,16.6,28.76l72.3,41.74a33.32,33.32,0,0,0,33.2,0l72.3-41.74a33.29,33.29,0,0,0,16.6-28.76v-83.47A33.29,33.29,0,0,0,1368.9,1072.67Zm-95.5-24.42a13.25,13.25,0,0,1,13.2,0l69.39,40.06-75.49,43.58-76-43.87Zm-72.3,148.09a13.24,13.24,0,0,1-6.6-11.44v-79.57l75.5,43.59v87.2Zm157.8,0-68.9,39.78V1149.5l75.5-43.59v79A13.24,13.24,0,0,1,1358.9,1196.34Z\"\/><\/svg><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-justify-content-center\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><div class=\"fusion-text fusion-text-3\"><p>Supongamos que los vasos representan viviendas y las bolitas son personas. Sabemos que hay 6 viviendas pero vamos a suponer que no conocemos cuantas personas hay viviendo en ellas.<\/p>\n<p>Queremos estudiar cu\u00e1nta poblaci\u00f3n hay residiendo en esas viviendas pero no disponemos de tiempo y ni recursos para ir consultando cada vivienda por lo que tenemos que obtener una muestra. Podemos permitirnos estudiar 3 viviendas, por lo tanto, <strong>el tama\u00f1o de la muestra ser\u00e1 3<\/strong>.<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"title-heading-left\"><strong>Desarrollo<\/strong><\/h2><\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left\"><span class=\"ieca-pasos-encabezado\"><strong>Paso 1.<\/strong> <\/span><\/h3><\/div><div class=\"fusion-text fusion-text-4\"><p><strong>Distribuimos las bolitas<\/strong> en grupos tap\u00e1ndolas con los vasos bocabajo de la siguiente forma:<\/p>\n<ul>\n<li>2 vasos con 3 bolas.<\/li>\n<li>2 vasos con 2 bolas.<\/li>\n<li>2 vasos con 1 bola.<\/li>\n<\/ul>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;width:100%;\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left\"><span class=\"ieca-pasos-encabezado\"><strong>Paso 2.<\/strong> <\/span><\/h3><\/div><div class=\"fusion-text fusion-text-5\"><p>Una vez tenemos todos los vasos bocabajo, los mezclamos para perder de referencia su ocupaci\u00f3n de bolas y los disponemos en fila. Asignamos un n\u00famero a cada uno de los vasos haciendo uso de los trozos de papel numerados.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:3.84%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><svg id=\"f15a67cf-8b73-4f23-8c9c-5ca3f6619090\" data-name=\"Capa 1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 2560 1440\"><defs><style>.a4e856fe-60fa-4b49-bfbe-5b0dd7fa7bbe,.a9d76591-2ac8-4d8f-b9d1-3b05bd9255cf{fill:#fff;}.a4e856fe-60fa-4b49-bfbe-5b0dd7fa7bbe{opacity:0.7;}<\/style><\/defs><title>muestras ilustraciones<\/title><polygon class=\"a9d76591-2ac8-4d8f-b9d1-3b05bd9255cf\" points=\"2113.18 388.57 1996.59 388.57 540.41 388.57 423.81 388.57 159.97 848.57 804.25 848.57 1732.75 848.57 2377.03 848.57 2113.18 388.57\"\/><path d=\"M2377,858.57H160a10,10,0,0,1-8.67-15l263.84-460a10,10,0,0,1,8.68-5H2113.18a10,10,0,0,1,8.68,5l263.84,460a10,10,0,0,1-8.67,15Zm-2199.8-20H2359.77l-252.38-440H429.61Z\"\/><path class=\"a9d76591-2ac8-4d8f-b9d1-3b05bd9255cf\" d=\"M521.51,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75H666.35a9.76,9.76,0,0,1,9.75,9.75V650.73a9.7,9.7,0,0,1-2.86,6.9l-34.51,34.51a9.7,9.7,0,0,1-6.9,2.86Z\"\/><path d=\"M680.31,664.7,645.8,699.21a19.7,19.7,0,0,1-14,5.79H521.51a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75H666.35a19.75,19.75,0,0,1,19.75,19.75V650.73A19.7,19.7,0,0,1,680.31,664.7ZM521.51,517.42V685.25h92.17V642.46a9.87,9.87,0,0,1,9.87-9.88h42.8V517.42ZM664.75,652.33H633.43v31.32Z\"\/><path d=\"M562.85,603.35h22.89V558.62H567.26V547.07c10.29-1.89,17.32-2.73,23.52-7.14h13.65v63.42H625v15.12H562.85Z\"\/><path class=\"a9d76591-2ac8-4d8f-b9d1-3b05bd9255cf\" d=\"M795.94,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75H940.78a9.76,9.76,0,0,1,9.75,9.75V650.73a9.7,9.7,0,0,1-2.86,6.9l-34.52,34.51a9.69,9.69,0,0,1-6.89,2.86Z\"\/><path d=\"M954.74,664.7l-34.51,34.51a19.7,19.7,0,0,1-14,5.79H795.94a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75H940.78a19.75,19.75,0,0,1,19.75,19.75V650.73A19.7,19.7,0,0,1,954.74,664.7ZM795.94,517.42V685.25h92.17V642.46a9.87,9.87,0,0,1,9.87-9.88h42.8V517.42ZM939.18,652.33H907.86v31.32Z\"\/><path 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d=\"M1661.61,608.18l8.61-11.55c5.46,4.93,11.24,8.08,18.69,8.08,8.09,0,14.07-3.78,14.07-12.07s-6.61-12.18-14.07-12.18a24.77,24.77,0,0,0-13.86,3.78l-8.19-5.25,2-39.06h49.56v15.75h-33.5l-1.05,13.23a33.1,33.1,0,0,1,10.71-1.79c14.07,0,27.09,7.67,27.09,25.1,0,17.95-14,27.61-30.45,27.61C1678,619.83,1669.07,615.32,1661.61,608.18Z\"\/><path class=\"a9d76591-2ac8-4d8f-b9d1-3b05bd9255cf\" d=\"M1893.65,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75h144.84a9.76,9.76,0,0,1,9.75,9.75V650.73a9.66,9.66,0,0,1-2.86,6.9l-34.51,34.51A9.7,9.7,0,0,1,2004,695Z\"\/><path d=\"M2052.46,664.7l-34.52,34.51a19.66,19.66,0,0,1-14,5.79H1893.65a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75h144.84a19.75,19.75,0,0,1,19.75,19.75V650.73A19.73,19.73,0,0,1,2052.46,664.7ZM1893.65,517.42V685.25h92.17V642.46a9.88,9.88,0,0,1,9.88-9.88h42.79V517.42Zm143.24,134.91h-31.32v31.32Z\"\/><path 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class=\"a4e856fe-60fa-4b49-bfbe-5b0dd7fa7bbe\" d=\"M1342.63,338.49a8,8,0,0,1,3.86,1c14.37,7.94,38.94,12.68,65.72,12.68s51.36-4.74,65.72-12.68a8,8,0,0,1,7.44-.16,8,8,0,0,1,4.35,6l15.58,109a8,8,0,0,1-11.39,8.34,102.52,102.52,0,0,0-10.68-4.36c-19-6.59-44.22-10.21-71-10.21s-52,3.62-71,10.21a102.52,102.52,0,0,0-10.68,4.36,8,8,0,0,1-11.39-8.34l15.58-109a8,8,0,0,1,7.92-6.87Z\"\/><ellipse class=\"a4e856fe-60fa-4b49-bfbe-5b0dd7fa7bbe\" cx=\"1412.21\" cy=\"484.67\" rx=\"99.5\" ry=\"34.5\"\/><path d=\"M1303.56,478.54a22.87,22.87,0,0,0-.85,6.13c0,9.76,6.23,23.56,35.87,33.84,19.82,6.87,46,10.66,73.63,10.66s53.82-3.79,73.64-10.66c29.64-10.28,35.86-24.08,35.86-33.84a22.84,22.84,0,0,0-.84-6.13l-22.25-155.77c-1-24.45-45.28-35.6-86.41-35.6s-85.35,11.15-86.4,35.6Zm193.82-23a108.5,108.5,0,0,0-11.53-4.71c-19.82-6.87-46-10.65-73.64-10.65s-53.81,3.78-73.63,10.65a107.64,107.64,0,0,0-11.53,4.71l15.58-109c16.82,9.29,43.81,13.68,69.58,13.68s52.77-4.39,69.59-13.68Zm-85.17,53.64c-57.38,0-87.75-16.22-89.42-23.86l.32-2.2c3.7-7.94,33.9-22.94,89.1-22.94s85.41,15,89.11,22.94l.31,2.2C1500,493,1469.6,509.17,1412.21,509.17ZM1363.46,313.7c13.19-4.21,30.5-6.53,48.75-6.53s35.57,2.32,48.76,6.53,17.18,8.76,17.65,10c-.47,1.2-4.39,5.72-17.65,10s-30.51,6.54-48.76,6.54-35.56-2.33-48.75-6.54-17.19-8.76-17.65-10C1346.27,322.46,1350.2,317.94,1363.46,313.7Z\"\/><ellipse class=\"a4e856fe-60fa-4b49-bfbe-5b0dd7fa7bbe\" cx=\"1686.64\" cy=\"323.67\" rx=\"76.43\" ry=\"26.5\"\/><path class=\"a4e856fe-60fa-4b49-bfbe-5b0dd7fa7bbe\" d=\"M1617.05,338.49a8,8,0,0,1,3.87,1c14.37,7.94,38.94,12.68,65.72,12.68s51.35-4.74,65.72-12.68a8,8,0,0,1,11.79,5.87l15.58,109a8,8,0,0,1-11.39,8.34,102.52,102.52,0,0,0-10.68-4.36c-19-6.59-44.22-10.21-71-10.21s-52,3.62-71,10.21a102.52,102.52,0,0,0-10.68,4.36,8,8,0,0,1-11.39-8.34l15.58-109a8,8,0,0,1,7.91-6.87Z\"\/><ellipse class=\"a4e856fe-60fa-4b49-bfbe-5b0dd7fa7bbe\" cx=\"1686.64\" cy=\"484.67\" rx=\"99.5\" ry=\"34.5\"\/><path d=\"M1578,478.54a22.87,22.87,0,0,0-.85,6.13c0,9.76,6.23,23.56,35.87,33.84,19.82,6.87,46,10.66,73.63,10.66s53.82-3.79,73.64-10.66c29.64-10.28,35.86-24.08,35.86-33.84a22.84,22.84,0,0,0-.84-6.13l-22.25-155.77c-1-24.45-45.28-35.6-86.41-35.6s-85.35,11.15-86.4,35.6Zm193.82-23a108.5,108.5,0,0,0-11.53-4.71c-19.82-6.87-46-10.65-73.64-10.65S1632.83,444,1613,450.82a107.64,107.64,0,0,0-11.53,4.71l15.57-109c16.82,9.29,43.82,13.68,69.59,13.68s52.77-4.39,69.59-13.68Zm-85.17,53.64c-57.38,0-87.75-16.22-89.42-23.86l.32-2.2c3.7-7.94,33.9-22.94,89.1-22.94s85.4,15,89.11,22.94l.31,2.2C1774.39,493,1744,509.17,1686.64,509.17ZM1637.89,313.7c13.19-4.21,30.5-6.53,48.75-6.53s35.57,2.32,48.75,6.53,17.19,8.76,17.66,10c-.47,1.2-4.39,5.72-17.66,10s-30.5,6.54-48.75,6.54-35.56-2.33-48.75-6.54-17.19-8.76-17.65-10C1620.7,322.46,1624.63,317.94,1637.89,313.7Z\"\/><ellipse class=\"a4e856fe-60fa-4b49-bfbe-5b0dd7fa7bbe\" cx=\"1961.07\" cy=\"323.67\" rx=\"76.43\" ry=\"26.5\"\/><path class=\"a4e856fe-60fa-4b49-bfbe-5b0dd7fa7bbe\" d=\"M1891.48,338.49a8,8,0,0,1,3.87,1c14.37,7.94,38.94,12.68,65.72,12.68s51.35-4.74,65.72-12.68a8,8,0,0,1,11.79,5.87l15.58,109a8,8,0,0,1-11.39,8.34,102.73,102.73,0,0,0-10.69-4.36c-19-6.59-44.21-10.21-71-10.21s-52,3.62-71,10.21a102.73,102.73,0,0,0-10.69,4.36A8,8,0,0,1,1868,454.4l15.57-109a8,8,0,0,1,7.92-6.87Z\"\/><ellipse class=\"a4e856fe-60fa-4b49-bfbe-5b0dd7fa7bbe\" cx=\"1961.07\" cy=\"484.67\" rx=\"99.5\" ry=\"34.5\"\/><path d=\"M1852.42,478.54a22.47,22.47,0,0,0-.85,6.13c0,9.76,6.22,23.56,35.87,33.84,19.82,6.87,46,10.66,73.63,10.66s53.81-3.79,73.63-10.66c29.65-10.28,35.87-24.08,35.87-33.84a22.84,22.84,0,0,0-.84-6.13l-22.26-155.77c-1-24.45-45.27-35.6-86.4-35.6s-85.35,11.15-86.4,35.6Zm193.82-23a108.71,108.71,0,0,0-11.54-4.71c-19.82-6.87-46-10.65-73.63-10.65s-53.81,3.78-73.63,10.65a107.64,107.64,0,0,0-11.53,4.71l15.57-109c16.82,9.29,43.81,13.68,69.59,13.68s52.77-4.39,69.59-13.68Zm-85.17,53.64c-57.38,0-87.75-16.22-89.42-23.86l.32-2.2c3.7-7.94,33.9-22.94,89.1-22.94s85.4,15,89.11,22.94l.31,2.2C2048.82,493,2018.45,509.17,1961.07,509.17ZM1912.32,313.7c13.19-4.21,30.5-6.53,48.75-6.53s35.56,2.32,48.75,6.53,17.19,8.76,17.65,10c-.46,1.2-4.38,5.72-17.65,10s-30.5,6.54-48.75,6.54-35.56-2.33-48.75-6.54-17.19-8.76-17.65-10C1895.13,322.46,1899.06,317.94,1912.32,313.7Z\"\/><\/svg><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left\"><span class=\"ieca-pasos-encabezado\"><strong>Paso 3.<\/strong> <\/span><\/h3><\/div><div class=\"fusion-text fusion-text-6\"><p>Tiramos el dado tres veces hasta obtener tres n\u00fameros, se repite el lanzamiento tantas veces como sea necesario en caso de repetici\u00f3n de resultado.<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;width:100%;\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left\"><span class=\"ieca-pasos-encabezado\"><strong>Paso 4.<\/strong> <\/span><\/h3><\/div><div class=\"fusion-text fusion-text-7\"><p>Levantamos la muestra obtenida de tres vasos, los tres que ha seleccionado el dado, para observar cuantos individuos habitan cada vivienda. Anotamos los resultados.<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;width:100%;\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-9 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left\"><span class=\"ieca-pasos-encabezado\"><strong>Paso 5.<\/strong> <\/span><\/h3><\/div><div class=\"fusion-text fusion-text-8\"><p>Estimamos el total de la poblaci\u00f3n a partir de la muestra. Como el n\u00famero total de viviendas es 6 y la muestra es de 3, el total estimado se calcular\u00eda:<\/p>\n<p style=\"text-align: center;\"><strong><em>(Suma de individuos en la muestra) x (6\/3)<\/em><\/strong><\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;width:100%;\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-10 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left\"><span class=\"ieca-pasos-encabezado\"><strong>Paso 6.<\/strong> <\/span><\/h3><\/div><div class=\"fusion-text fusion-text-9\"><p>Vamos a repetir el experimento 10 veces, anotando los resultados en una tabla y calculando la diferencia respecto al valor real. As\u00ed comprobaremos c\u00f3mo de acertada o no ha sido nuestra t\u00e9cnica. Al tratarse de una estimaci\u00f3n, lo normal es que siempre se cometa un error mayor o menor.<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;width:100%;\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-11 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-10\"><p>Un ejemplo de repeticiones del experimento puede ser el siguiente:<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;width:100%;\"><\/div>\n<div class=\"table-1\">\n<table width=\"100%\">\n<thead>\n<tr>\n<th rowspan=\"2\"><strong>Repetici\u00f3n<\/strong><\/th>\n<th colspan=\"3\"><strong>Individuos en las viviendas de la muestra<\/strong><\/th>\n<th rowspan=\"2\"><strong>Suma<\/strong><\/th>\n<th rowspan=\"2\"><strong>Estimaci\u00f3n<\/strong><\/th>\n<th rowspan=\"2\"><strong>Total real<\/strong><\/th>\n<th rowspan=\"2\"><strong>Error<\/strong><\/th>\n<\/tr>\n<tr>\n<td><strong>1<\/strong><\/td>\n<td><strong>2<\/strong><\/td>\n<td><strong>3<\/strong><\/td>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td width=\"84\">1<\/td>\n<td width=\"72\">3<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"66\">3<\/td>\n<td width=\"70\">8<\/td>\n<td width=\"85\">16<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">+4<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">2<\/td>\n<td width=\"72\">2<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"70\">5<\/td>\n<td width=\"85\">10<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">-2<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">3<\/td>\n<td width=\"72\">1<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"70\">4<\/td>\n<td width=\"85\">8<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">-4<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">4<\/td>\n<td width=\"72\">3<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"70\">6<\/td>\n<td width=\"85\">12<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">0<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">5<\/td>\n<td width=\"72\">1<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"70\">4<\/td>\n<td width=\"85\">8<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">-4<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">6<\/td>\n<td width=\"72\">2<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"66\">3<\/td>\n<td width=\"70\">7<\/td>\n<td width=\"85\">14<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">+2<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">7<\/td>\n<td width=\"72\">2<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"70\">5<\/td>\n<td width=\"85\">10<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">-2<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">8<\/td>\n<td width=\"72\">3<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"70\">5<\/td>\n<td width=\"85\">10<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">-2<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">9<\/td>\n<td width=\"72\">1<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"70\">4<\/td>\n<td width=\"85\">8<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">-4<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">10<\/td>\n<td width=\"72\">3<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"66\">3<\/td>\n<td width=\"70\">7<\/td>\n<td width=\"85\">14<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">+2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><div class=\"fusion-text fusion-text-11\"><p>En este ejemplo de realizaciones del experimento se observa c\u00f3mo se suele cometer un error que puede llegar a +4 o -4 respecto al valor real, es decir, la estimaci\u00f3n del total puede ir de 8 a 16. Es un error bastante grande teniendo en cuenta que el real es 12.<\/p>\n<p>El tipo de muestreo empleado se denomina <strong>muestreo aleatorio simple<\/strong>, ir seleccionando individuos al azar.<\/p>\n<p>Las <strong>formas de mejorar una estimaci\u00f3n<\/strong> pueden ser: ampliar el tama\u00f1o de la muestra, en lugar de escoger 3 individuos escoger por ejemplo 4, pero eso supone un esfuerzo de tiempo o dinero que en la vida real puede no ser viable; o mejorar la t\u00e9cnica de muestreo.<\/p>\n<p>Para obtener buenos resultados es necesaria una planificaci\u00f3n previa, <strong>adecuar el tipo de muestreo a la poblaci\u00f3n que estamos estudiando<\/strong>, esto suele requerir una observaci\u00f3n general en busca de pistas antes de ejecutar la acci\u00f3n, o acceder a informaci\u00f3n auxiliar.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-justify-content-center\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-12 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"title-heading-left\"><strong>Mejorando la t\u00e9cnica<\/strong><\/h2><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-13 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-12\"><p>Vamos a suponer que creemos, por lo que se observa a simple vista, que las viviendas menos ocupadas est\u00e1n en el centro de la localidad y que en las m\u00e1s alejadas viven m\u00e1s personas.<\/p>\n<p>Procedemos de la siguiente forma desde el paso 2:<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-14 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-10 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left\"><span class=\"ieca-pasos-encabezado\"><strong>Paso 2B.<\/strong><\/span><\/h3><\/div><div class=\"fusion-text fusion-text-13\"><p>Hacemos dos grupos: los dos vasos que tienen 3 bolas y uno de 2 bolas; y los otros dos con 1 bola y el de 2 bolas restante. Mezclamos los vasos de cada uno de los grupos por separado, es decir, sin mezclar los vasos de distintos grupos. Los ponemos todos en fila de manera que la poblaci\u00f3n de vasos queda partida entre los que m\u00e1s poblaci\u00f3n de personas tienen y los que menos, las que viven en las afueras y en el centro respectivamente.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-15 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:3.84%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><svg id=\"bd8facaf-1ded-4e8b-b5cf-220c47688988\" data-name=\"Capa 1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 2560 1440\"><defs><style>.b3eb33e6-02f2-407e-b01a-ff4eaf339106,.bae5721f-00d8-4668-912d-7081aa9a4f0e{fill:#fff;}.b3eb33e6-02f2-407e-b01a-ff4eaf339106{opacity:0.7;}.be20f95e-87da-4403-9879-b5560fff7936{font-size:105px;font-family:NotoSansSC-Medium-90ms-RKSJ-H, Noto Sans SC;}.b666fe40-44db-4bc8-a086-3882f6683322{letter-spacing:-0.02em;}.ea07546c-5258-47ad-8e56-192526298276{letter-spacing:-0.02em;}.fe6844e4-82c7-478b-ba79-7bd2c3f2dcaa{letter-spacing:-0.03em;}.a553ba39-11bc-4c76-a58c-3afebd9d374c{letter-spacing:-0.02em;}<\/style><\/defs><title>muestras ilustraciones<\/title><polygon class=\"bae5721f-00d8-4668-912d-7081aa9a4f0e\" points=\"2113.18 388.57 1996.59 388.57 540.41 388.57 423.81 388.57 159.97 848.57 804.25 848.57 1732.75 848.57 2377.03 848.57 2113.18 388.57\"\/><path d=\"M2377,858.57H160a10,10,0,0,1-8.67-15l263.84-460a10,10,0,0,1,8.68-5H2113.18a10,10,0,0,1,8.68,5l263.84,460a10,10,0,0,1-8.67,15Zm-2199.8-20H2359.77l-252.38-440H429.61Z\"\/><path class=\"bae5721f-00d8-4668-912d-7081aa9a4f0e\" d=\"M521.51,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75H666.35a9.76,9.76,0,0,1,9.75,9.75V650.73a9.7,9.7,0,0,1-2.86,6.9l-34.51,34.51a9.7,9.7,0,0,1-6.9,2.86Z\"\/><path d=\"M680.31,664.7,645.8,699.21a19.7,19.7,0,0,1-14,5.79H521.51a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75H666.35a19.75,19.75,0,0,1,19.75,19.75V650.73A19.7,19.7,0,0,1,680.31,664.7ZM521.51,517.42V685.25h92.17V642.46a9.87,9.87,0,0,1,9.87-9.88h42.8V517.42ZM664.75,652.33H633.43v31.32Z\"\/><path d=\"M562.85,603.35h22.89V558.62H567.26V547.07c10.29-1.89,17.32-2.73,23.52-7.14h13.65v63.42H625v15.12H562.85Z\"\/><path class=\"bae5721f-00d8-4668-912d-7081aa9a4f0e\" d=\"M795.94,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75H940.78a9.76,9.76,0,0,1,9.75,9.75V650.73a9.7,9.7,0,0,1-2.86,6.9l-34.52,34.51a9.69,9.69,0,0,1-6.89,2.86Z\"\/><path d=\"M954.74,664.7l-34.51,34.51a19.7,19.7,0,0,1-14,5.79H795.94a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75H940.78a19.75,19.75,0,0,1,19.75,19.75V650.73A19.7,19.7,0,0,1,954.74,664.7ZM795.94,517.42V685.25h92.17V642.46a9.87,9.87,0,0,1,9.87-9.88h42.8V517.42ZM939.18,652.33H907.86v31.32Z\"\/><path d=\"M838.54,607.76c21.1-16.17,39.37-31.4,39.37-43.26,0-7.14-5.56-11-11.76-11-6.82,0-11.44,3.26-17.95,9.77l-10.71-10.61c8.5-9.45,19.11-14,29.5-14,16.49,0,29.09,8.71,29.09,25.2,0,14.8-12.39,26.88-27.51,39.9a113.21,113.21,0,0,1,11.34-.84h19.32v15.54H838.54Z\"\/><path class=\"bae5721f-00d8-4668-912d-7081aa9a4f0e\" d=\"M1070.37,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75H1215.2a9.76,9.76,0,0,1,9.75,9.75V650.73a9.69,9.69,0,0,1-2.85,6.9l-34.52,34.51a9.69,9.69,0,0,1-6.89,2.86Z\"\/><path d=\"M1229.17,664.7l-34.52,34.51a19.66,19.66,0,0,1-14,5.79H1070.37a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75H1215.2A19.75,19.75,0,0,1,1235,517.42V650.73A19.73,19.73,0,0,1,1229.17,664.7Zm-158.8-147.28V685.25h92.17V642.46a9.87,9.87,0,0,1,9.87-9.88h42.79V517.42Zm143.24,134.91h-31.32v31.32Z\"\/><path d=\"M1112,606.08l9-11.76c5.78,6.19,14.6,10.39,21.84,10.39,8,0,13-3.46,13-8.71,0-6.62-5-10.71-23.62-10.71V572.06c16,0,21.94-4.52,21.94-10.5,0-4.62-3.78-8.19-11.76-8.19-6.19,0-12.81,2.62-19.53,9.34l-9.66-11.34c8.61-8,19.11-12.7,29.93-12.7,17.53,0,28.45,8.4,28.45,21,0,8.71-4.31,15.12-12.7,18.06v.42c8.39,2.31,14.59,9,14.59,19.53,0,13.65-13.44,22.15-29.4,22.15C1129,619.83,1118.43,613.32,1112,606.08Z\"\/><path class=\"bae5721f-00d8-4668-912d-7081aa9a4f0e\" 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d=\"M486.57,921.31v2.1c0,4.83,1.57,9.2,8.08,9.2l359.22-.42c9.34,0,12.81,2.94,14.17,9.13h.53c1.47-6.19,4.93-9.13,14.17-9.13l359.32.42c6.51,0,8.09-4.37,8.09-9.2v-2.1H1260v10.88c0,10.71-4.2,15.54-17.33,15.54-8.4,0-352.49-1.16-360.05-1.16-4.2,0-8.51,5.52-8.82,13.29H862.9c-.21-7.77-4.52-13.29-8.82-13.29-7.56,0-351.66,1.16-360.16,1.16-13,0-17.22-4.83-17.22-15.54V921.31Z\"\/><path d=\"M1309.85,921.31v2.1c0,4.83,1.58,9.2,8.09,9.2l359.21-.42c9.35,0,12.81,2.94,14.18,9.13h.52c1.47-6.19,4.94-9.13,14.18-9.13l359.32.42c6.51,0,8.08-4.37,8.08-9.2v-2.1h9.87v10.88c0,10.71-4.2,15.54-17.32,15.54-8.4,0-352.5-1.16-360.06-1.16-4.2,0-8.5,5.52-8.82,13.29h-10.92c-.21-7.77-4.51-13.29-8.82-13.29-7.56,0-351.65,1.16-360.16,1.16-13,0-17.22-4.83-17.22-15.54V921.31Z\"\/><text class=\"be20f95e-87da-4403-9879-b5560fff7936\" transform=\"translate(613.23 1104.03)\">3 y 2 <tspan class=\"b666fe40-44db-4bc8-a086-3882f6683322\" x=\"247.69\" y=\"0\">b<\/tspan><tspan class=\"ea07546c-5258-47ad-8e56-192526298276\" x=\"311.93\" y=\"0\">o<\/tspan><tspan class=\"fe6844e4-82c7-478b-ba79-7bd2c3f2dcaa\" x=\"373.78\" y=\"0\">l<\/tspan><tspan class=\"a553ba39-11bc-4c76-a58c-3afebd9d374c\" x=\"402.07\" y=\"0\">a<\/tspan><tspan x=\"459.85\" y=\"0\">s<\/tspan><\/text><text class=\"be20f95e-87da-4403-9879-b5560fff7936\" transform=\"translate(1436.52 1104.03)\">1 y 2 <tspan class=\"b666fe40-44db-4bc8-a086-3882f6683322\" x=\"247.69\" y=\"0\">b<\/tspan><tspan class=\"ea07546c-5258-47ad-8e56-192526298276\" x=\"311.93\" y=\"0\">o<\/tspan><tspan class=\"fe6844e4-82c7-478b-ba79-7bd2c3f2dcaa\" x=\"373.78\" y=\"0\">l<\/tspan><tspan class=\"a553ba39-11bc-4c76-a58c-3afebd9d374c\" x=\"402.07\" y=\"0\">a<\/tspan><tspan x=\"459.85\" y=\"0\">s<\/tspan><\/text><\/svg><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-16 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-11 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left\"><span class=\"ieca-pasos-encabezado\"><strong>Paso 3B.<\/strong><\/span><\/h3><\/div><div class=\"fusion-text fusion-text-14\"><p>Tiramos el dado una sola vez. Seleccionamos el n\u00famero de vaso que se corresponde con el n\u00famero aleatorio que sale y a partir de \u00e9l se selecciona el resto de la muestra (Es lo que se conoce como <strong>muestreo sistem\u00e1tico<\/strong>). Hay que ir cogiendo vasos dando saltos de <em>Tama\u00f1o de la poblaci\u00f3n<\/em> \/ <em>Tama\u00f1o de la muestra<\/em> = 6\/3 = 2, de esta forma se acaba seleccionando una muestra del tama\u00f1o necesario sin repetir elementos. Ejemplos:<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-17 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:3.84%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-15\"><p>Sale el 1:<\/p>\n<\/div><svg id=\"a6353cdf-0b27-4ccf-91e6-0ca8d1916fcd\" data-name=\"Capa 1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 2560 1440\"><defs><style>.a6c4a908-df72-40fb-b3ba-e08908984d58{fill:#b1e38d;}.babeb3ae-2ad0-454b-9ed1-2218c26288ae{fill:#fff;}.ec20b76c-27e2-4976-ba80-c1d0dfc8d9d9{fill:#63c81c;}<\/style><\/defs><title>muestras ilustraciones<\/title><path class=\"a6c4a908-df72-40fb-b3ba-e08908984d58\" d=\"M521.51,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75H666.35a9.76,9.76,0,0,1,9.75,9.75V650.73a9.7,9.7,0,0,1-2.86,6.9l-34.51,34.51a9.7,9.7,0,0,1-6.9,2.86Z\"\/><path d=\"M680.31,664.7,645.8,699.21a19.7,19.7,0,0,1-14,5.79H521.51a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75H666.35a19.75,19.75,0,0,1,19.75,19.75V650.73A19.7,19.7,0,0,1,680.31,664.7ZM521.51,517.42V685.25h92.17V642.46a9.87,9.87,0,0,1,9.87-9.88h42.8V517.42ZM664.75,652.33H633.43v31.32Z\"\/><path d=\"M562.85,603.35h22.89V558.62H567.26V547.07c10.29-1.89,17.32-2.73,23.52-7.14h13.65v63.42H625v15.12H562.85Z\"\/><path class=\"babeb3ae-2ad0-454b-9ed1-2218c26288ae\" d=\"M795.94,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75H940.78a9.76,9.76,0,0,1,9.75,9.75V650.73a9.7,9.7,0,0,1-2.86,6.9l-34.52,34.51a9.69,9.69,0,0,1-6.89,2.86Z\"\/><path d=\"M954.74,664.7l-34.51,34.51a19.7,19.7,0,0,1-14,5.79H795.94a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75H940.78a19.75,19.75,0,0,1,19.75,19.75V650.73A19.7,19.7,0,0,1,954.74,664.7ZM795.94,517.42V685.25h92.17V642.46a9.87,9.87,0,0,1,9.87-9.88h42.8V517.42ZM939.18,652.33H907.86v31.32Z\"\/><path d=\"M838.54,607.76c21.1-16.17,39.37-31.4,39.37-43.26,0-7.14-5.56-11-11.76-11-6.82,0-11.44,3.26-17.95,9.77l-10.71-10.61c8.5-9.45,19.11-14,29.5-14,16.49,0,29.09,8.71,29.09,25.2,0,14.8-12.39,26.88-27.51,39.9a113.21,113.21,0,0,1,11.34-.84h19.32v15.54H838.54Z\"\/><path class=\"a6c4a908-df72-40fb-b3ba-e08908984d58\" d=\"M1070.37,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75H1215.2a9.76,9.76,0,0,1,9.75,9.75V650.73a9.69,9.69,0,0,1-2.85,6.9l-34.52,34.51a9.69,9.69,0,0,1-6.89,2.86Z\"\/><path d=\"M1229.17,664.7l-34.52,34.51a19.66,19.66,0,0,1-14,5.79H1070.37a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75H1215.2A19.75,19.75,0,0,1,1235,517.42V650.73A19.73,19.73,0,0,1,1229.17,664.7Zm-158.8-147.28V685.25h92.17V642.46a9.87,9.87,0,0,1,9.87-9.88h42.79V517.42Zm143.24,134.91h-31.32v31.32Z\"\/><path d=\"M1112,606.08l9-11.76c5.78,6.19,14.6,10.39,21.84,10.39,8,0,13-3.46,13-8.71,0-6.62-5-10.71-23.62-10.71V572.06c16,0,21.94-4.52,21.94-10.5,0-4.62-3.78-8.19-11.76-8.19-6.19,0-12.81,2.62-19.53,9.34l-9.66-11.34c8.61-8,19.11-12.7,29.93-12.7,17.53,0,28.45,8.4,28.45,21,0,8.71-4.31,15.12-12.7,18.06v.42c8.39,2.31,14.59,9,14.59,19.53,0,13.65-13.44,22.15-29.4,22.15C1129,619.83,1118.43,613.32,1112,606.08Z\"\/><path class=\"babeb3ae-2ad0-454b-9ed1-2218c26288ae\" d=\"M1344.8,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75h144.83a9.76,9.76,0,0,1,9.75,9.75V650.73a9.69,9.69,0,0,1-2.85,6.9L1462,692.14a9.69,9.69,0,0,1-6.89,2.86Z\"\/><path d=\"M1503.6,664.7l-34.52,34.51a19.66,19.66,0,0,1-14,5.79H1344.8a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75h144.83a19.75,19.75,0,0,1,19.75,19.75V650.73A19.73,19.73,0,0,1,1503.6,664.7ZM1344.8,517.42V685.25H1437V642.46a9.87,9.87,0,0,1,9.87-9.88h42.79V517.42ZM1488,652.33h-31.32v31.32Z\"\/><path d=\"M1449.76,598.94h-10.08v19.53h-17.22V598.94h-37.79v-13l30.44-46h24.57v44.73h10.08Zm-27.3-14.28V570.8c0-4.94.32-12.18.74-17.75h-.42c-3.36,6.09-6.51,11.87-9.24,16.38l-9.45,15.23Z\"\/><path class=\"a6c4a908-df72-40fb-b3ba-e08908984d58\" d=\"M1619.22,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75h144.84a9.76,9.76,0,0,1,9.75,9.75V650.73a9.69,9.69,0,0,1-2.85,6.9l-34.52,34.51a9.69,9.69,0,0,1-6.89,2.86Z\"\/><path d=\"M1778,664.7l-34.52,34.51a19.66,19.66,0,0,1-14,5.79H1619.22a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75h144.84a19.75,19.75,0,0,1,19.75,19.75V650.73A19.73,19.73,0,0,1,1778,664.7ZM1619.22,517.42V685.25h92.17V642.46a9.88,9.88,0,0,1,9.88-9.88h42.79V517.42Zm143.24,134.91h-31.32v31.32Z\"\/><path d=\"M1661.61,608.18l8.61-11.55c5.46,4.93,11.24,8.08,18.69,8.08,8.09,0,14.07-3.78,14.07-12.07s-6.61-12.18-14.07-12.18a24.77,24.77,0,0,0-13.86,3.78l-8.19-5.25,2-39.06h49.56v15.75h-33.5l-1.05,13.23a33.1,33.1,0,0,1,10.71-1.79c14.07,0,27.09,7.67,27.09,25.1,0,17.95-14,27.61-30.45,27.61C1678,619.83,1669.07,615.32,1661.61,608.18Z\"\/><path class=\"babeb3ae-2ad0-454b-9ed1-2218c26288ae\" d=\"M1893.65,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75h144.84a9.76,9.76,0,0,1,9.75,9.75V650.73a9.66,9.66,0,0,1-2.86,6.9l-34.51,34.51A9.7,9.7,0,0,1,2004,695Z\"\/><path d=\"M2052.46,664.7l-34.52,34.51a19.66,19.66,0,0,1-14,5.79H1893.65a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75h144.84a19.75,19.75,0,0,1,19.75,19.75V650.73A19.73,19.73,0,0,1,2052.46,664.7ZM1893.65,517.42V685.25h92.17V642.46a9.88,9.88,0,0,1,9.88-9.88h42.79V517.42Zm143.24,134.91h-31.32v31.32Z\"\/><path d=\"M1985.5,560.19a20.56,20.56,0,0,0-14.49-6.4c-8,0-16.38,4.51-17.54,21.73a25,25,0,0,1,17.33-7c12.18,0,25.3,7,25.3,24.57,0,16.38-11.34,26.77-28.35,26.77S1936,608,1936,580.56c0-27.93,15.54-41.89,34.34-41.89a35.38,35.38,0,0,1,25.09,10.39Zm-6.62,33.39c0-8.71-6.93-11.34-11.23-11.34a16.13,16.13,0,0,0-13.44,7.88c2.2,11.44,8.08,15.54,13.86,15.54C1974.79,605.66,1978.88,601,1978.88,593.58Z\"\/><circle class=\"babeb3ae-2ad0-454b-9ed1-2218c26288ae\" cx=\"593.5\" cy=\"355.5\" r=\"61.5\"\/><path class=\"ec20b76c-27e2-4976-ba80-c1d0dfc8d9d9\" d=\"M1702,426.29V345H664.22a71.54,71.54,0,1,0,.13,20H1132v61.29l-23.91-23.92v28.79l33.91,33.9,33.91-33.9V402.37L1152,426.29V365h530v61.29l-23.91-23.92v28.79l33.91,33.9,33.91-33.9V402.37ZM593.5,407A51.5,51.5,0,1,1,645,355.5,51.55,51.55,0,0,1,593.5,407Z\"\/><\/svg><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-18 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:3.84%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-16\"><p>Sale el 4:<\/p>\n<\/div><svg id=\"a5eb431e-a7ce-4018-b598-24edb2596907\" data-name=\"Capa 1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 2560 1440\"><defs><style>.b2e03331-a418-4d15-874a-2f327d393d34{fill:#fff;}.b8704444-cb81-488c-a761-cd1cab070b33{fill:#b1e38d;}.bf720143-f903-4b12-a644-4a89c21d62c4{fill:#63c81c;}<\/style><\/defs><title>muestras ilustraciones<\/title><path class=\"b2e03331-a418-4d15-874a-2f327d393d34\" d=\"M521.51,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75H666.35a9.76,9.76,0,0,1,9.75,9.75V650.73a9.7,9.7,0,0,1-2.86,6.9l-34.51,34.51a9.7,9.7,0,0,1-6.9,2.86Z\"\/><path d=\"M680.31,664.7,645.8,699.21a19.7,19.7,0,0,1-14,5.79H521.51a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75H666.35a19.75,19.75,0,0,1,19.75,19.75V650.73A19.7,19.7,0,0,1,680.31,664.7ZM521.51,517.42V685.25h92.17V642.46a9.87,9.87,0,0,1,9.87-9.88h42.8V517.42ZM664.75,652.33H633.43v31.32Z\"\/><path d=\"M562.85,603.35h22.89V558.62H567.26V547.07c10.29-1.89,17.32-2.73,23.52-7.14h13.65v63.42H625v15.12H562.85Z\"\/><path class=\"b8704444-cb81-488c-a761-cd1cab070b33\" d=\"M795.94,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75H940.78a9.76,9.76,0,0,1,9.75,9.75V650.73a9.7,9.7,0,0,1-2.86,6.9l-34.52,34.51a9.69,9.69,0,0,1-6.89,2.86Z\"\/><path d=\"M954.74,664.7l-34.51,34.51a19.7,19.7,0,0,1-14,5.79H795.94a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75H940.78a19.75,19.75,0,0,1,19.75,19.75V650.73A19.7,19.7,0,0,1,954.74,664.7ZM795.94,517.42V685.25h92.17V642.46a9.87,9.87,0,0,1,9.87-9.88h42.8V517.42ZM939.18,652.33H907.86v31.32Z\"\/><path d=\"M838.54,607.76c21.1-16.17,39.37-31.4,39.37-43.26,0-7.14-5.56-11-11.76-11-6.82,0-11.44,3.26-17.95,9.77l-10.71-10.61c8.5-9.45,19.11-14,29.5-14,16.49,0,29.09,8.71,29.09,25.2,0,14.8-12.39,26.88-27.51,39.9a113.21,113.21,0,0,1,11.34-.84h19.32v15.54H838.54Z\"\/><path class=\"b2e03331-a418-4d15-874a-2f327d393d34\" d=\"M1070.37,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75H1215.2a9.76,9.76,0,0,1,9.75,9.75V650.73a9.69,9.69,0,0,1-2.85,6.9l-34.52,34.51a9.69,9.69,0,0,1-6.89,2.86Z\"\/><path d=\"M1229.17,664.7l-34.52,34.51a19.66,19.66,0,0,1-14,5.79H1070.37a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75H1215.2A19.75,19.75,0,0,1,1235,517.42V650.73A19.73,19.73,0,0,1,1229.17,664.7Zm-158.8-147.28V685.25h92.17V642.46a9.87,9.87,0,0,1,9.87-9.88h42.79V517.42Zm143.24,134.91h-31.32v31.32Z\"\/><path d=\"M1112,606.08l9-11.76c5.78,6.19,14.6,10.39,21.84,10.39,8,0,13-3.46,13-8.71,0-6.62-5-10.71-23.62-10.71V572.06c16,0,21.94-4.52,21.94-10.5,0-4.62-3.78-8.19-11.76-8.19-6.19,0-12.81,2.62-19.53,9.34l-9.66-11.34c8.61-8,19.11-12.7,29.93-12.7,17.53,0,28.45,8.4,28.45,21,0,8.71-4.31,15.12-12.7,18.06v.42c8.39,2.31,14.59,9,14.59,19.53,0,13.65-13.44,22.15-29.4,22.15C1129,619.83,1118.43,613.32,1112,606.08Z\"\/><path class=\"b8704444-cb81-488c-a761-cd1cab070b33\" d=\"M1344.8,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75h144.83a9.76,9.76,0,0,1,9.75,9.75V650.73a9.69,9.69,0,0,1-2.85,6.9L1462,692.14a9.69,9.69,0,0,1-6.89,2.86Z\"\/><path d=\"M1503.6,664.7l-34.52,34.51a19.66,19.66,0,0,1-14,5.79H1344.8a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75h144.83a19.75,19.75,0,0,1,19.75,19.75V650.73A19.73,19.73,0,0,1,1503.6,664.7ZM1344.8,517.42V685.25H1437V642.46a9.87,9.87,0,0,1,9.87-9.88h42.79V517.42ZM1488,652.33h-31.32v31.32Z\"\/><path d=\"M1449.76,598.94h-10.08v19.53h-17.22V598.94h-37.79v-13l30.44-46h24.57v44.73h10.08Zm-27.3-14.28V570.8c0-4.94.32-12.18.74-17.75h-.42c-3.36,6.09-6.51,11.87-9.24,16.38l-9.45,15.23Z\"\/><path class=\"b2e03331-a418-4d15-874a-2f327d393d34\" d=\"M1619.22,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75h144.84a9.76,9.76,0,0,1,9.75,9.75V650.73a9.69,9.69,0,0,1-2.85,6.9l-34.52,34.51a9.69,9.69,0,0,1-6.89,2.86Z\"\/><path d=\"M1778,664.7l-34.52,34.51a19.66,19.66,0,0,1-14,5.79H1619.22a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75h144.84a19.75,19.75,0,0,1,19.75,19.75V650.73A19.73,19.73,0,0,1,1778,664.7ZM1619.22,517.42V685.25h92.17V642.46a9.88,9.88,0,0,1,9.88-9.88h42.79V517.42Zm143.24,134.91h-31.32v31.32Z\"\/><path d=\"M1661.61,608.18l8.61-11.55c5.46,4.93,11.24,8.08,18.69,8.08,8.09,0,14.07-3.78,14.07-12.07s-6.61-12.18-14.07-12.18a24.77,24.77,0,0,0-13.86,3.78l-8.19-5.25,2-39.06h49.56v15.75h-33.5l-1.05,13.23a33.1,33.1,0,0,1,10.71-1.79c14.07,0,27.09,7.67,27.09,25.1,0,17.95-14,27.61-30.45,27.61C1678,619.83,1669.07,615.32,1661.61,608.18Z\"\/><path class=\"b8704444-cb81-488c-a761-cd1cab070b33\" d=\"M1893.65,695a9.76,9.76,0,0,1-9.75-9.75V517.42a9.76,9.76,0,0,1,9.75-9.75h144.84a9.76,9.76,0,0,1,9.75,9.75V650.73a9.66,9.66,0,0,1-2.86,6.9l-34.51,34.51A9.7,9.7,0,0,1,2004,695Z\"\/><path d=\"M2052.46,664.7l-34.52,34.51a19.66,19.66,0,0,1-14,5.79H1893.65a19.75,19.75,0,0,1-19.75-19.75V517.42a19.75,19.75,0,0,1,19.75-19.75h144.84a19.75,19.75,0,0,1,19.75,19.75V650.73A19.73,19.73,0,0,1,2052.46,664.7ZM1893.65,517.42V685.25h92.17V642.46a9.88,9.88,0,0,1,9.88-9.88h42.79V517.42Zm143.24,134.91h-31.32v31.32Z\"\/><path d=\"M1985.5,560.19a20.56,20.56,0,0,0-14.49-6.4c-8,0-16.38,4.51-17.54,21.73a25,25,0,0,1,17.33-7c12.18,0,25.3,7,25.3,24.57,0,16.38-11.34,26.77-28.35,26.77S1936,608,1936,580.56c0-27.93,15.54-41.89,34.34-41.89a35.38,35.38,0,0,1,25.09,10.39Zm-6.62,33.39c0-8.71-6.93-11.34-11.23-11.34a16.13,16.13,0,0,0-13.44,7.88c2.2,11.44,8.08,15.54,13.86,15.54C1974.79,605.66,1978.88,601,1978.88,593.58Z\"\/><circle class=\"b2e03331-a418-4d15-874a-2f327d393d34\" cx=\"1413.5\" cy=\"355.5\" r=\"61.5\"\/><path class=\"bf720143-f903-4b12-a644-4a89c21d62c4\" d=\"M1976,345H1484.22a71.54,71.54,0,1,0,.13,20H1956v61.29l-23.91-23.92v28.79l33.91,33.9,33.91-33.9V402.37L1976,426.29V365h256V838H878V780.71l23.91,23.92V775.84L868,741.94l-33.91,33.9v28.79L858,780.71V858H2252V345Zm-562.5,62a51.5,51.5,0,1,1,51.5-51.5A51.55,51.55,0,0,1,1413.5,407Z\"\/><\/svg><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-19 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-12 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left\"><span class=\"ieca-pasos-encabezado\"><strong>Paso 4B.<\/strong><\/span><\/h3><\/div><div class=\"fusion-text fusion-text-17\"><p>Levantamos la muestra obtenida de tres vasos para observar cuantos individuos habitan cada vivienda. Anotamos los resultados.<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;width:100%;\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-20 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-13 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left\"><span class=\"ieca-pasos-encabezado\"><strong>Paso 5B.<\/strong><\/span><\/h3><\/div><div class=\"fusion-text fusion-text-18\"><p>El total se sigue estimando como:<\/p>\n<p style=\"text-align: center;\"><strong><em>(Suma de individuos en la muestra) x (6\/3)<\/em><\/strong><\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;width:100%;\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-21 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-14 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left\"><span class=\"ieca-pasos-encabezado\"><strong>Paso 6B.<\/strong><\/span><\/h3><\/div><div class=\"fusion-text fusion-text-19\"><p>De nuevo repetimos el experimento 10 veces, anotando los resultados en una tabla y calculando la diferencia respecto al valor real.<\/p>\n<p>Un ejemplo de repeticiones del experimento puede ser el siguiente:<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;width:100%;\"><\/div>\n<div class=\"table-1\">\n<table width=\"100%\">\n<thead>\n<tr>\n<th rowspan=\"2\"><strong>Repetici\u00f3n<\/strong><\/th>\n<th colspan=\"3\"><strong>Individuos en las viviendas de la muestra<\/strong><\/th>\n<th rowspan=\"2\"><strong>Suma<\/strong><\/th>\n<th rowspan=\"2\"><strong>Estimaci\u00f3n<\/strong><\/th>\n<th rowspan=\"2\"><strong>Total real<\/strong><\/th>\n<th rowspan=\"2\"><strong>Error<\/strong><\/th>\n<\/tr>\n<tr>\n<td><strong>1<\/strong><\/td>\n<td><strong>2<\/strong><\/td>\n<td><strong>3<\/strong><\/td>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td width=\"84\">1<\/td>\n<td width=\"72\">3<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"70\">7<\/td>\n<td width=\"85\">14<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">+2<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">2<\/td>\n<td width=\"72\">3<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"70\">5<\/td>\n<td width=\"85\">10<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">-2<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">3<\/td>\n<td width=\"72\">2<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"70\">5<\/td>\n<td width=\"85\">10<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">-2<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">4<\/td>\n<td width=\"72\">3<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"70\">5<\/td>\n<td width=\"85\">10<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">-2<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">5<\/td>\n<td width=\"72\">2<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"70\">5<\/td>\n<td width=\"85\">10<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">-2<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">6<\/td>\n<td width=\"72\">3<\/td>\n<td width=\"66\">3<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"70\">7<\/td>\n<td width=\"85\">14<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">+2<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">7<\/td>\n<td width=\"72\">3<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"70\">6<\/td>\n<td width=\"85\">12<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">0<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">8<\/td>\n<td width=\"72\">2<\/td>\n<td width=\"66\">3<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"70\">7<\/td>\n<td width=\"85\">14<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">+2<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">9<\/td>\n<td width=\"72\">2<\/td>\n<td width=\"66\">3<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"70\">6<\/td>\n<td width=\"85\">12<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">0<\/td>\n<\/tr>\n<tr>\n<td width=\"84\">10<\/td>\n<td width=\"72\">3<\/td>\n<td width=\"66\">1<\/td>\n<td width=\"66\">2<\/td>\n<td width=\"70\">6<\/td>\n<td width=\"85\">12<\/td>\n<td width=\"69\">12<\/td>\n<td width=\"69\">0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><div class=\"fusion-text fusion-text-20\"><p>Con el conocimiento previo y una nueva t\u00e9cnica de muestreo, hemos reducido el error de estimaci\u00f3n a +2 o -2 respecto al valor real, es decir, la estimaci\u00f3n del total puede ir de 10 a 14.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-22 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><div class=\"fusion-title title fusion-title-15 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"title-heading-left\"><strong>Consideraciones<\/strong><\/h2><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-23 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-21\"><p>En este ejemplo trabajamos con una poblaci\u00f3n muy peque\u00f1a, eso hace que las oscilaciones en el valor estimado sean grandes respecto al valor real. Cuanto mayor sea la poblaci\u00f3n y considerando un tama\u00f1o de muestra aceptable, tendremos mejores estimaciones, es decir, m\u00e1s aproximadas al valor real (Ley de los grandes n\u00fameros).<\/p>\n<p>Existen otros tipos de muestreo b\u00e1sicos que puedes tratar de aplicar en tus propios experimentos, pero necesitar\u00edamos una poblaci\u00f3n mayor que la de este sencillo ejemplo para poder aplicarlos con efectividad. A continuaci\u00f3n, te hacemos una propuesta que puedes poner en pr\u00e1ctica en clase.<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-6 fusion-flex-container ieca-card nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:30px;--awb-padding-right:30px;--awb-padding-bottom:30px;--awb-padding-left:30px;--awb-background-color:#ffffff;--awb-box-shadow:0px 10px 21px 0px rgba(0,0,0,0.24);\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-24 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-flex-end\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-22\" style=\"--awb-content-alignment:left;--awb-font-size:1.1rem;--awb-text-color:#007134;\"><p><i class=\"fas fa-pencil-alt\"><\/i> <strong>Propuesta: Altura media de la clase<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-23\"><p>Vamos a calcular la altura media de los alumnos de clase. Para ello vamos a aplicar distintos tipos de muestreo y comparar las estimaciones obtenidas. Podemos tomar como el tama\u00f1o de la muestra a una tercera parte de la clase.<\/p>\n<p>Procedemos a aplicar estos tipos de muestreo y calculamos la media para cada conjunto de datos obtenidos:<\/p>\n<ul>\n<li><strong>Muestreo aleatorio simple<\/strong>. Se escogen los alumnos al azar por cualquier procedimiento aleatorio objetivo. Con este m\u00e9todo, puede que seleccionemos a todos los alumnos de una determinada zona del aula: puede que los compa\u00f1eros del equipo de baloncesto se sienten juntos, o los m\u00e1s altos se sienten detr\u00e1s para no molestar la visi\u00f3n de la pizarra\u2026<\/li>\n<li><strong>Muestreo sistem\u00e1tico<\/strong>. Para asegurarnos de una distribuci\u00f3n homog\u00e9nea aplicamos el muestreo sistem\u00e1tico. Se selecciona un elemento y el resto a saltos de tama\u00f1o 3 (<em>Tama\u00f1o de poblaci\u00f3n<\/em>\/<em>Tama\u00f1o de muestra<\/em>) hasta completar la muestra.<\/li>\n<li><strong>Muestreo estratificado<\/strong>. Se divide a la clase en grupos, que llamamos estratos, de forma que los elementos dentro de cada estrato sean parecidos entre s\u00ed. Podemos dividir la clase previamente por sexos, considerando dos estratos, ya que globalmente suelen darse diferencias de altura entre mujeres y hombres, y seleccionar para la muestra obligatoriamente elementos de los dos grupos, en la misma proporci\u00f3n que hay de cada sexo en el global de clase. As\u00ed nos aseguramos de que el valor estimado se aproxime m\u00e1s al real que si no tuvi\u00e9ramos el sexo en cuenta.<\/li>\n<li><strong>Muestreo por conglomerados<\/strong>. Tambi\u00e9n se hace la divisi\u00f3n en grupos, que llamamos conglomerados, de manera que los elementos dentro de cada grupo sean distintos entre s\u00ed. Lo que hacemos es seleccionar uno de los conglomerados y examinar todos los elementos de ese conglomerado. Podemos hacer tres grupos que se compondr\u00e1n de chicos y chicas en la misma proporci\u00f3n que en el global de la clase. Se selecciona un solo grupo y se miden a todos los elementos del mismo.<\/li>\n<\/ul>\n<p>Cuando terminemos con todos los tipos de muestreo podemos recoger los datos de todos y comparar los resultados de cada tipo con el valor real y as\u00ed obtener el error que hemos cometido en cada estimaci\u00f3n. \u00bfQu\u00e9 m\u00e9todo ha sido el mejor?<\/p>\n<p>Nota: Cuando se realiza una encuesta debe preservarse la informaci\u00f3n recogida, ya que as\u00ed se evita que se haga un mal uso o uno distinto del que estaba previsto y del que se dijo al informante. Siempre que se midan caracter\u00edsticas f\u00edsicas de alumnos j\u00f3venes se debe tener cuidado con no exponerlos frente a complejos o sensibilidades. En este caso, para no destacar a nadie con valores altos o bajos de altura, se les puede pedir que anoten su altura y sexo en un papel, que entregaran en caso de ser seleccionados. El valor se registra an\u00f3nimamente junto con el resto de la muestra. Aparte del anonimato, se agiliza el experimento al no tener que medir expl\u00edcitamente a nadie, ni siquiera importa que sea el valor real, solo coherente.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-7 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-25 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;width:100%;\"><\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>El muestreo es una t\u00e9cnica muy eficaz cuando no podemos medir a toda la poblaci\u00f3n que pretendemos estudiar, ya sea por una limitaci\u00f3n de tiempo o costes. Te proponemos un par de actividades de grupo para realizar en clase y conocer mejor c\u00f3mo se hacen estimaciones basadas en muestras.<\/p>\n","protected":false},"author":4,"featured_media":3364,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-2514","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-actividad-estadistica"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Experimentando con muestras - EDUCA IECA<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Experimentando con muestras - EDUCA IECA\" \/>\n<meta property=\"og:description\" content=\"El muestreo es una t\u00e9cnica muy eficaz cuando no podemos medir a toda la poblaci\u00f3n que pretendemos estudiar, ya sea por una limitaci\u00f3n de tiempo o costes. Te proponemos un par de actividades de grupo para realizar en clase y conocer mejor c\u00f3mo se hacen estimaciones basadas en muestras.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.juntadeandalucia.es\/institutodeestadisticaycartografia\/educaieca-contenidos\/experimentando-con-muestras\/\" \/>\n<meta property=\"og:site_name\" content=\"EDUCA IECA\" \/>\n<meta property=\"article:published_time\" content=\"2021-10-01T08:16:17+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-08-24T08:32:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.juntadeandalucia.es\/institutodeestadisticaycartografia\/educaieca-contenidos\/wp-content\/uploads\/2021\/10\/Portada-muestreo.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"827\" \/>\n\t<meta property=\"og:image:height\" content=\"1172\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Diego Iglesias\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Diego Iglesias\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"32 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.juntadeandalucia.es\/institutodeestadisticaycartografia\/educaieca-contenidos\/experimentando-con-muestras\/\",\"url\":\"https:\/\/www.juntadeandalucia.es\/institutodeestadisticaycartografia\/educaieca-contenidos\/experimentando-con-muestras\/\",\"name\":\"Experimentando con muestras - 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