{"id":304,"date":"2023-08-02T18:50:10","date_gmt":"2023-08-02T18:50:10","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%ae%e1%86%ab%e1%84%89%e1%85%a1%e1%86%ab-anova-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%89%e1%85%a5%e1%86%a8\/"},"modified":"2023-08-02T18:50:10","modified_gmt":"2023-08-02T18:50:10","slug":"%e1%84%87%e1%85%ae%e1%86%ab%e1%84%89%e1%85%a1%e1%86%ab-anova-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%89%e1%85%a5%e1%86%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%ae%e1%86%ab%e1%84%89%e1%85%a1%e1%86%ab-anova-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%89%e1%85%a5%e1%86%a8\/","title":{"rendered":"\ubd84\uc0b0\ubd84\uc11d(anova)"},"content":{"rendered":"<p>\uc774 \uae30\uc0ac\uc5d0\uc11c\ub294 ANOVA\ub77c\uace0\ub3c4 \uc54c\ub824\uc9c4 \ubd84\uc0b0 \ubd84\uc11d\uc774 \ud1b5\uacc4\uc5d0 \ubb34\uc5c7\uc778\uc9c0 \uc124\uba85\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95, ANOVA \ud14c\uc774\ube14\uc774 \ubb34\uc5c7\uc778\uc9c0, \uadf8\ub9ac\uace0 \ub2e8\uacc4\ubcc4 \ud574\uacb0 \uc5f0\uc2b5\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ubd84\uc0b0\ubd84\uc11d\uc744 \uc218\ud589\ud558\uae30 \uc704\ud574 \ubc18\ub4dc\uc2dc \uc900\uc218\ud574\uc57c \ud560 \uc0ac\uc804 \uac00\uc815\uc740 \ubb34\uc5c7\uc778\uc9c0, \ub9c8\uc9c0\ub9c9\uc73c\ub85c \ubd84\uc0b0\ubd84\uc11d \ubd84\uc11d\uc758 \uc7a5\uc810\uacfc \ub2e8\uc810\uc740 \ubb34\uc5c7\uc778\uc9c0 \ubcf4\uc5ec\uc900\ub2e4. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-el-analisis-de-la-varianza-anova\"><\/span> \ubd84\uc0b0 \ubd84\uc11d(ANOVA)\uc774\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> \ud1b5\uacc4\uc5d0\uc11c <strong>ANOVA<\/strong> (\ubd84\uc0b0 \ubd84\uc11d)\ub77c\uace0\ub3c4 \ud558\ub294 <strong>\ubd84\uc0b0 \ubd84\uc11d<\/strong> \uc740 \uc11c\ub85c \ub2e4\ub978 \ud45c\ubcf8\uc758 \ud3c9\uade0 \uac04\uc758 \ubd84\uc0b0\uc744 \ube44\uad50\ud560 \uc218 \uc788\ub294 \uae30\uc220\uc785\ub2c8\ub2e4.<\/p>\n<p> \ubd84\uc0b0 \ubd84\uc11d(ANOVA)\uc740 \ub450 \uac1c \uc774\uc0c1\uc758 \ubaa8\uc9d1\ub2e8 \ud3c9\uade0 \uac04\uc5d0 \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \ubd84\uc11d\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub530\ub77c\uc11c \ubd84\uc0b0 \ubd84\uc11d\uc744 \ud1b5\ud574 \ud45c\ubcf8 \ud3c9\uade0 \uac04\uc758 \ubcc0\ub3d9\uc131\uc744 \ubd84\uc11d\ud558\uc5ec \ub450 \uac1c \uc774\uc0c1\uc758 \uadf8\ub8f9\uc758 \ubaa8\uc9d1\ub2e8 \ud3c9\uade0\uc774 \ub2e4\ub978\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p> \ub530\ub77c\uc11c \ubd84\uc0b0 \ubd84\uc11d\uc758 \uadc0\ubb34 \uac00\uc124\uc740 \ubd84\uc11d\ub41c \ubaa8\ub4e0 \uadf8\ub8f9\uc758 \ud3c9\uade0\uc774 \ub3d9\uc77c\ud558\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \ub300\ub9bd \uac00\uc124\uc740 \uc218\ub2e8 \uc911 \uc801\uc5b4\ub3c4 \ud558\ub098\uac00 \ub2e4\ub974\ub2e4\ub294 \uac83\uc744 \uc8fc\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-6918550a8ad2954432ea33e07c7b83d0_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{cases}H_0: \\mu_1=\\mu_2=\\ldots=\\mu_k=\\mu\\\\[2ex]H_1: \\exists \\mu_i\\neq \\mu \\quad i=1,2,\\ldots, k\\end{cases}\" title=\"Rendered by QuickLaTeX.com\" height=\"65\" width=\"232\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p> \ub530\ub77c\uc11c \ubd84\uc0b0 \ubd84\uc11d\uc740 \ub450 \uadf8\ub8f9 \uc774\uc0c1\uc758 \ud3c9\uade0\uc744 \ube44\uad50\ud558\ub294 \ub370 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc720\ud615\uc758 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uba74 \ud3c9\uade0\uc744 \uc30d\uc73c\ub85c \ube44\uad50\ud558\ub294 \ub300\uc2e0 \ubaa8\ub4e0 \uadf8\ub8f9\uc758 \ud3c9\uade0\uc744 \ub3d9\uc2dc\uc5d0 \uc5f0\uad6c\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc544\ub798\uc5d0\uc11c\ub294 \ubd84\uc0b0\ubd84\uc11d\uc758 \uc7a5\uc810\uacfc \ub2e8\uc810\uc774 \ubb34\uc5c7\uc778\uc9c0 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"tabla-anova\"><\/span> \ubd84\uc0b0\ubd84\uc11d\ud45c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> \ubd84\uc0b0 \ubd84\uc11d\uc740 <strong>ANOVA \ud14c\uc774\ube14<\/strong> \uc774\ub77c\ub294 \ud14c\uc774\ube14\uc5d0 \uc694\uc57d\ub418\uc5b4 \uc788\uc73c\uba70 \uadf8 \uacf5\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <\/p>\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tableau-anova-formules-.png\" alt=\"\ubd84\uc0b0 \ubd84\uc11d \ub610\ub294 ANOVA \uacf5\uc2dd\" class=\"wp-image-6387\" width=\"664\" height=\"397\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p style=\"margin-bottom:5px\"> \uae08:<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:5px\">\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-5f087375b50e0b49186779714206626b_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"n_i\" title=\"Rendered by QuickLaTeX.com\" height=\"11\" width=\"16\" style=\"vertical-align: -3px;\"><\/p>\n<p> \ud45c\ubcf8 \ud06c\uae30\ub294 i\uc785\ub2c8\ub2e4.<\/li>\n<li style=\"margin-bottom:5px\">\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-7354bae77b50b7d1faed3e8ea7a3511a_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"N\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"16\" style=\"vertical-align: 0px;\"><\/p>\n<p> \ucd1d \uad00\uce21\uce58 \uc218\uc785\ub2c8\ub2e4.<\/li>\n<li style=\"margin-bottom:5px\">\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d42bc2203d6f76ad01b27ac9acc0bee1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"k\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"9\" style=\"vertical-align: 0px;\"><\/p>\n<p> \ubd84\uc0b0 \ubd84\uc11d\uc5d0\uc11c \uc11c\ub85c \ub2e4\ub978 \uadf8\ub8f9\uc758 \uc218\uc785\ub2c8\ub2e4.<\/li>\n<li style=\"margin-bottom:5px\">\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-393bb0c333649c80fe6365339bc42b38_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"y_{ij}\" title=\"Rendered by QuickLaTeX.com\" height=\"14\" width=\"20\" style=\"vertical-align: -6px;\"><\/p>\n<p> \ub294 \uadf8\ub8f9 i\uc758 j \uac12\uc785\ub2c8\ub2e4.<\/li>\n<li style=\"margin-bottom:5px\">\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-8effb66cfe7466ba329c455ccb9289f1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{y}_{i}\" title=\"Rendered by QuickLaTeX.com\" height=\"15\" width=\"14\" style=\"vertical-align: -4px;\"><\/p>\n<p> \uadf8\ub8f9 i\uc758 \ud3c9\uade0\uc785\ub2c8\ub2e4.<\/li>\n<li style=\"margin-bottom:5px\">\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-ed5becac4ccb36fec040f449ba9fa52d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{y}\" title=\"Rendered by QuickLaTeX.com\" height=\"15\" width=\"10\" style=\"vertical-align: -4px;\"><\/p>\n<p> \uc774\ub294 \ubd84\uc11d\ub41c \ubaa8\ub4e0 \ub370\uc774\ud130\uc758 \ud3c9\uade0\uc785\ub2c8\ub2e4. <\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ejemplo-de-un-analisis-de-la-varianza-anova\"><\/span> \ubd84\uc0b0 \ubd84\uc11d(ANOVA)\uc758 \uc608<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> ANOVA\uc758 \uac1c\ub150\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ub9c8\ubb34\ub9ac\ud558\uae30 \uc704\ud574, \uc608\uc81c\ub97c \ud558\ub098\uc529 \ud480\uba74\uc11c \ubd84\uc0b0\ubd84\uc11d\uc744 \uc5b4\ub5bb\uac8c \ud558\ub294\uc9c0 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li> \uc138 \uac00\uc9c0 \ub2e4\ub978 \uacfc\ubaa9(A, B, C)\uc5d0\uc11c 4\uba85\uc758 \ud559\uc0dd\uc774 \uc5bb\uc740 \uc810\uc218\ub97c \ube44\uad50\ud558\uae30 \uc704\ud55c \ud1b5\uacc4 \uc5f0\uad6c\uac00 \uc218\ud589\ub429\ub2c8\ub2e4. \ub2e4\uc74c \ud45c\uc5d0\uc11c\ub294 \ucd5c\ub300 \uc810\uc218\uac00 20\uc810\uc778 \uc2dc\ud5d8\uc5d0\uc11c \uac01 \ud559\uc0dd\uc774 \uc5bb\uc740 \uc810\uc218\ub97c \uc790\uc138\ud788 \uc124\uba85\ud569\ub2c8\ub2e4. \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud558\uc5ec \uac01 \uacfc\ubaa9\uc5d0\uc11c \uac01 \ud559\uc0dd\uc774 \uc5bb\uc740 \uc810\uc218\ub97c \ube44\uad50\ud569\ub2c8\ub2e4. <\/li>\n<\/ul>\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/table-anova-donnees.png\" alt=\"\" class=\"wp-image-6389\" width=\"471\" height=\"205\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p> \uc774 \ubd84\uc0b0 \ubd84\uc11d\uc758 \uadc0\ubb34 \uac00\uc124\uc740 \uc138 \uacfc\ubaa9\uc758 \uc810\uc218 \ud3c9\uade0\uc774 \ub3d9\uc77c\ud558\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \ubc18\uba74\uc5d0 \uadc0\ubb34 \uac00\uc124\uc740 \uc774\ub7ec\ud55c \ud3c9\uade0 \uc911 \uc77c\ubd80\uac00 \ub2e4\ub974\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d1587da405a54d6a2bae626989b04562_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{cases}H_0: \\mu_A=\\mu_B=\\mu_C=\\mu\\\\[2ex]H_1: \\exists \\mu_i\\neq \\mu \\quad i=A, B, C\\end{cases}\" title=\"Rendered by QuickLaTeX.com\" height=\"65\" width=\"215\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p> \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub824\uba74 \uba3c\uc800 \uac01 \uac1c\uccb4\uc758 \ud3c9\uade0\uacfc \ub370\uc774\ud130\uc758 \uc804\uccb4 \ud3c9\uade0\uc744 \uacc4\uc0b0\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-792e2e662519db421d0c9c4d7f831282_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{y}_A=\\cfrac{14+12+14+10}{4}=12,5\" title=\"Rendered by QuickLaTeX.com\" height=\"38\" width=\"239\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-ace3ea8d1e0ce91dafdf4b5458e9760a_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{y}_B=\\cfrac{13+14+10+14}{4}=12,75\" title=\"Rendered by QuickLaTeX.com\" height=\"38\" width=\"249\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d2781ad166914d48b6d458fe8e326f7d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{y}_C=\\cfrac{19+17+16+19}{4}=17,75\" title=\"Rendered by QuickLaTeX.com\" height=\"39\" width=\"249\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-26caf7f83546e9112594e6886e8dccae_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{y}=\\cfrac{14+12+14+10+13+14+10+14+19+17+16+19}{12}=14,33\" title=\"Rendered by QuickLaTeX.com\" height=\"39\" width=\"553\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> \ud3c9\uade0\uc758 \uac12\uc744 \uc54c\uace0 \ub098\uba74 \uc704\uc5d0\uc11c \ubcf8 \ubd84\uc0b0 \ubd84\uc11d(ANOVA) \uacf5\uc2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc81c\uacf1\ud569\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4. <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-77b3fecdc3b577841da684cd80297288_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{aligned}\\displaystyle SS_F&amp;=\\sum_{i=1}^k n_i(\\overline{y}_i-\\overline{y})^2\\\\[2ex] SS_F&amp;= 4\\cdot (12,5-14,33)^2+4\\cdot (12,75-14,33)^2+4\\cdot (17,75-14,33)^2\\\\[2ex] SS_F&amp;=70,17\\end{aligned}\" title=\"Rendered by QuickLaTeX.com\" height=\"138\" width=\"546\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-aa02f1b826df45c26ead3537ecc4c7e5_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{aligned}\\displaystyle SS_E=&amp;\\sum_{i=1}^k\\sum_{j=1}^{n_i} (y_{ij}-\\overline{y}_i)^2\\\\[2ex] \\displaystyle SS_E=\\ &amp;(14-12,5)^2+(12-12,5)^2+(14-12,5)^2+(10-12,5)^2+\\\\&amp;+(13-12,75)^2+(14-12,75)^2+(10-12,75)^2+(14-12,75)^2+\\\\&amp;+(19-17,75)^2+(17-17,75)^2+(16-17,75)^2+(19-17,75)^2\\\\[2ex] SS_E=\\ &amp;28,50\\end{aligned}\" title=\"Rendered by QuickLaTeX.com\" height=\"198\" width=\"575\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-2eb66d1d37653749f38916c905108a3b_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{aligned}\\displaystyle SS_T=&amp;\\sum_{i=1}^k\\sum_{j=1}^{n_i} (y_{ij}-\\overline{y})^2\\\\[2ex] \\displaystyle SS_T= \\ &amp;(14-14,33)^2+(12-14,33)^2+(14-14,33)^2+(10-14,33)^2+\\\\&amp;+(13-14,33)^2+(14-14,33)^2+(10-14,33)^2+(14-14,33)^2+\\\\&amp;+(19-14,33)^2+(17-14,33)^2+(16-14,33)^2+(19-14,33)^2\\\\[2ex] SS_T= \\ &amp;98,67\\end{aligned}\" title=\"Rendered by QuickLaTeX.com\" height=\"198\" width=\"575\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p> \uadf8\ub7f0 \ub2e4\uc74c \uc694\uc778, \uc624\ub958 \ubc0f \ud569\uacc4\uc758 \uc790\uc720\ub3c4\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4. <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-481e16a2bd9b99bcd934aa0b6e3bdce7_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"GL_F=k-1=3-1=2\" title=\"Rendered by QuickLaTeX.com\" height=\"15\" width=\"196\" style=\"vertical-align: -3px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-6c71951c1e79cb2368b941b79387fe82_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"GL_E=N-k=12-3=9\" title=\"Rendered by QuickLaTeX.com\" height=\"15\" width=\"213\" style=\"vertical-align: -3px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-c62813e7a06bfd423af43109bfb508d3_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"GL_F=N-1=12-1=11\" title=\"Rendered by QuickLaTeX.com\" height=\"15\" width=\"220\" style=\"vertical-align: -3px;\"><\/p>\n<\/p>\n<p> \uc774\uc81c \uc694\uc778\uacfc \uc624\ub958\uc758 \uc81c\uacf1\uc758 \ud569\uc744 \uac01\uac01\uc758 \uc790\uc720\ub3c4\ub85c \ub098\ub204\uc5b4 \ud3c9\uade0 \uc81c\uacf1 \uc624\ub958\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-477d73197865e6166394e3d20732b237_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"MSE_F=\\cfrac{SS_F}{GL_F}=\\cfrac{70,17}{2}=35,08\" title=\"Rendered by QuickLaTeX.com\" height=\"42\" width=\"255\" style=\"vertical-align: -15px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-a5b4e07b9ec4135498762b5dbc0f173e_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"MSE_R=\\cfrac{SS_R}{GL_R}=\\cfrac{28,50}{9}=3,17\" title=\"Rendered by QuickLaTeX.com\" height=\"42\" width=\"245\" style=\"vertical-align: -15px;\"><\/p>\n<\/p>\n<p> \ub9c8\uc9c0\ub9c9\uc73c\ub85c \uc774\uc804 \ub2e8\uacc4\uc5d0\uc11c \uacc4\uc0b0\ub41c \ub450 \uc624\ub958\ub97c \ub098\ub204\uc5b4 F \ud1b5\uacc4 \uac12\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-4a30a3a61861deb9f53bd1cfcdb0b664_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"F=\\cfrac{MSE_F}{MSE_R}=\\cfrac{35,09}{3,17}=11,08\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"231\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-left\"> \uc989, \uc608\uc81c \ub370\uc774\ud130\uc5d0 \ub300\ud55c ANOVA \ud14c\uc774\ube14\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <\/p>\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/table-anova-exemple.png\" alt=\"\ubd84\uc0b0 \ubd84\uc11d(ANOVA)\uc758 \uc608\" class=\"wp-image-6408\" width=\"726\" height=\"279\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p> ANOVA \ud14c\uc774\ube14\uc758 \ubaa8\ub4e0 \uac12\uc774 \uacc4\uc0b0\ub418\uba74 \ub0a8\uc740 \uac83\uc740 \uc5bb\uc740 \uacb0\uacfc\ub97c \ud574\uc11d\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574\uc11c\ub294 \ud574\ub2f9 \uc790\uc720\ub3c4\ub97c \uac16\ub294 Snedecor F \ubd84\ud3ec\uc5d0\uc11c F \ud1b5\uacc4\ub7c9\ubcf4\ub2e4 \ud070 \uac12\uc744 \uc5bb\uc744 \ud655\ub960\uc744 \ucc3e\uc544\uc57c \ud569\ub2c8\ub2e4. \uc989, \ud14c\uc2a4\ud2b8\uc758 p-\uac12\uc744 \uacb0\uc815\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-b706e5d710c3919d145399dc9d8efca5_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"P[F>11,08]=0,004&#8243; title=&#8221;Rendered by QuickLaTeX.com&#8221; height=&#8221;18&#8243; width=&#8221;172&#8243; style=&#8221;vertical-align: -5px;&#8221;><\/p>\n<\/p>\n<p> \ub530\ub77c\uc11c \uc720\uc758\uc218\uc900 \u03b1=0.05(\uac00\uc7a5 \uc77c\ubc18\uc801\uc784)\ub97c \ucde8\ud558\uba74 \uac80\uc815\uc758 p-\uac12\uc774 \uc720\uc758\uc218\uc900\ubcf4\ub2e4 \ub0ae\uae30 \ub54c\ubb38\uc5d0 \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \ub300\ub9bd\uac00\uc124\uc744 \ucc44\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub294 \uc5f0\uad6c\ub41c \uadf8\ub8f9\uc758 \uc218\ub2e8 \uc911 \uc801\uc5b4\ub3c4 \uc77c\ubd80\uac00 \ub2e4\ub978 \uadf8\ub8f9\uacfc \ub2e4\ub974\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-df22e22716e8cfbb1ab37d5e3e74fc9d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"0,004 < 0,05 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black}\\ \\text{Se rechaza } H_0\" title=\"Rendered by QuickLaTeX.com\" height=\"17\" width=\"346\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p> \ud604\uc7ac \ub2e8 \uba87 \ucd08 \ub9cc\uc5d0 \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub294 \uc5ec\ub7ec \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc774 \uc788\ub2e4\ub294 \uc810\uc5d0 \uc720\uc758\ud574\uc57c \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uacc4\uc0b0 \ub4a4\uc5d0 \uc228\uc5b4 \uc788\ub294 \uc774\ub860\uc744 \uc544\ub294 \uac83\ub3c4 \uc911\uc694\ud569\ub2c8\ub2e4. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"supuestos-del-analisis-de-la-varianza-anova\"><\/span> \ubd84\uc0b0\ubd84\uc11d(ANOVA) \uac00\uc815<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> \ubd84\uc0b0 \ubd84\uc11d(ANOVA)\uc744 \uc218\ud589\ud558\ub824\uba74 \ub2e4\uc74c \uc870\uac74\uc774 \ucda9\uc871\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:16px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>\ub3c5\ub9bd\uc131(Independent)<\/strong> : \uad00\ucc30\ub41c \uac12\uc740 \uc11c\ub85c \ub3c5\ub9bd\uc801\uc785\ub2c8\ub2e4. \uad00\ucc30\uc758 \ub3c5\ub9bd\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \uc0d8\ud50c\ub9c1 \ud504\ub85c\uc138\uc2a4\uc5d0 \ubb34\uc791\uc704\uc131\uc744 \ucd94\uac00\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"margin-bottom:16px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>\ub3d9\ubd84\uc0b0\uc131(homoscedasticity)<\/strong> : \ubd84\uc0b0\uc5d0\ub294 \ub3d9\uc9c8\uc131\uc774 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc989, \uc794\ucc28\uc758 \ubcc0\ub3d9\uc131\uc774 \uc77c\uc815\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"margin-bottom:16px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>\uc815\uaddc\uc131(Normality)<\/strong> : \uc794\ucc28\uac00 \uc815\uaddc\ubd84\ud3ec\ub97c \ub530\ub77c\uc57c \ud55c\ub2e4. \uc989, \uc815\uaddc\ubd84\ud3ec\ub97c \ub530\ub77c\uc57c \ud55c\ub2e4.<\/span><\/li>\n<li style=\"margin-bottom:16px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>\uc5f0\uc18d\uc131<\/strong> : \uc885\uc18d\ubcc0\uc218\ub294 \uc5f0\uc18d\ud615\uc774\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/span> <\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"tipos-de-analisis-de-la-varianza-anova\"><\/span> \ubd84\uc0b0\ubd84\uc11d(ANOVA) \uc720\ud615<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> <strong>\ubd84\uc0b0 \ubd84\uc11d(ANOVA)\uc5d0\ub294 \uc138 \uac00\uc9c0 \uc720\ud615\uc774<\/strong> \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:16px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>\uc77c\uc6d0 \ubd84\uc0b0 \ubd84\uc11d(one-way ANOVA)<\/strong> : \ubd84\uc0b0 \ubd84\uc11d\uc5d0\ub294 \uc694\uc778\uc774 \ud558\ub098\ub9cc \uc788\uc2b5\ub2c8\ub2e4. \uc989, \ub3c5\ub9bd \ubcc0\uc218\uac00 \ud558\ub098\ub9cc \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"margin-bottom:16px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>\uc591\ubc29\ud5a5 \ubd84\uc0b0 \ubd84\uc11d(two-way ANOVA)<\/strong> : \ubd84\uc0b0 \ubd84\uc11d\uc5d0\ub294 \ub450 \uac00\uc9c0 \uc694\uc778\uc774 \uc788\uc73c\ubbc0\ub85c \ub450 \uac1c\uc758 \ub3c5\ub9bd \ubcc0\uc218\uc640 \uc774\ub4e4 \uac04\uc758 \uc0c1\ud638 \uc791\uc6a9\uc744 \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"margin-bottom:16px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>\ub2e4\ubcc0\ub7c9 \ubd84\uc0b0 \ubd84\uc11d(MANOVA)<\/strong> : \ubd84\uc0b0 \ubd84\uc11d\uc5d0\ub294 \ud558\ub098 \uc774\uc0c1\uc758 \uc885\uc18d \ubcc0\uc218\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ubaa9\ud45c\ub294 \uc885\uc18d\ubcc0\uc218\uac00 \ubcc0\ud560 \ub54c \ub3c5\ub9bd\ubcc0\uc218\uc758 \uac12\uc774 \ubcc0\ud558\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span> <\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ventajas-y-desventajas-del-analisis-de-la-varianza-anova\"><\/span> \ubd84\uc0b0\ubd84\uc11d(ANOVA)\uc758 \uc7a5\uc810\uacfc \ub2e8\uc810<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> \ub9c8\uc9c0\ub9c9\uc73c\ub85c \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc801\uc808\ud55c \uc2dc\uae30\uc640 \uc774\ub7ec\ud55c \uc720\ud615\uc758 \ud1b5\uacc4 \ubd84\uc11d\uc758 \ud55c\uacc4\ub294 \ubb34\uc5c7\uc778\uc9c0 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p> \ubd84\uc0b0 \ubd84\uc11d(ANOVA)\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \ub450 \uac1c \uc774\uc0c1\uc758 \uadf8\ub8f9\uc744 \ub3d9\uc2dc\uc5d0 \ube44\uad50\ud560 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \ud558\ub098 \ub610\ub294 \ub450 \uac1c\uc758 \ud45c\ubcf8\uc758 \ud3c9\uade0\ub9cc \ubd84\uc11d\ud560 \uc218 \uc788\ub294 <a href=\"https:\/\/statorials.org\/ko\/\u1112\u1161\u11a8\u1109\u1162\u11bc-t-\u1110\u1166\u1109\u1173\u1110\u1173\/\">t-\uac80\uc815<\/a> \uacfc \ub2ec\ub9ac \ubd84\uc0b0 \ubd84\uc11d\uc740 \uc5ec\ub7ec \ubaa8\uc9d1\ub2e8\uc758 \ud3c9\uade0\uc774 \ub3d9\uc77c\ud55c\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p> \uadf8\ub7ec\ub098 \ubd84\uc0b0 \ubd84\uc11d\uc740 \uc5b4\ub5a4 \uc5f0\uad6c \uadf8\ub8f9\uc774 \ub2e4\ub978 \ud3c9\uade0\uc744 \uac00\uc9c0\uace0 \uc788\ub294\uc9c0 \uc54c\ub824\uc8fc\uc9c0 \uc54a\uc73c\uba70, \uc720\uc758\ubbf8\ud558\uac8c \ub2e4\ub978 \ud3c9\uade0\uc774 \uc788\ub294\uc9c0 \ub610\ub294 \ubaa8\ub4e0 \ud3c9\uade0\uc774 \uc720\uc0ac\ud55c\uc9c0 \uc5ec\ubd80\ub9cc \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p> \ub9c8\ucc2c\uac00\uc9c0\ub85c, \ubd84\uc0b0 \ubd84\uc11d\uc758 \ub610 \ub2e4\ub978 \ub2e8\uc810\uc740 \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud558\uae30 \uc704\ud574 \uc774\uc804\uc758 \ub124 \uac00\uc9c0 \uac00\uc815(\uc704 \ucc38\uc870)\uc774 \ucda9\uc871\ub418\uc5b4\uc57c \ud558\uba70, \uadf8\ub807\uc9c0 \uc54a\uc73c\uba74 \ub3c4\ucd9c\ub41c \uacb0\ub860\uc774 \uc798\ubabb\ub420 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud1b5\uacc4 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc774 \ub124 \uac00\uc9c0 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\ub294\uc9c0 \ud56d\uc0c1 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc774 \uae30\uc0ac\uc5d0\uc11c\ub294 ANOVA\ub77c\uace0\ub3c4 \uc54c\ub824\uc9c4 \ubd84\uc0b0 \ubd84\uc11d\uc774 \ud1b5\uacc4\uc5d0 \ubb34\uc5c7\uc778\uc9c0 \uc124\uba85\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \ubd84\uc0b0 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95, ANOVA \ud14c\uc774\ube14\uc774 \ubb34\uc5c7\uc778\uc9c0, \uadf8\ub9ac\uace0 \ub2e8\uacc4\ubcc4 \ud574\uacb0 \uc5f0\uc2b5\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ubd84\uc0b0\ubd84\uc11d\uc744 \uc218\ud589\ud558\uae30 \uc704\ud574 \ubc18\ub4dc\uc2dc \uc900\uc218\ud574\uc57c \ud560 \uc0ac\uc804 \uac00\uc815\uc740 \ubb34\uc5c7\uc778\uc9c0, \ub9c8\uc9c0\ub9c9\uc73c\ub85c \ubd84\uc0b0\ubd84\uc11d \ubd84\uc11d\uc758 \uc7a5\uc810\uacfc \ub2e8\uc810\uc740 \ubb34\uc5c7\uc778\uc9c0 \ubcf4\uc5ec\uc900\ub2e4. \ubd84\uc0b0 \ubd84\uc11d(ANOVA)\uc774\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c? \ud1b5\uacc4\uc5d0\uc11c ANOVA (\ubd84\uc0b0 \ubd84\uc11d)\ub77c\uace0\ub3c4 \ud558\ub294 \ubd84\uc0b0 \ubd84\uc11d \uc740 \uc11c\ub85c \ub2e4\ub978 \ud45c\ubcf8\uc758 \ud3c9\uade0 \uac04\uc758 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23],"tags":[],"class_list":["post-304","post","type-post","status-publish","format-standard","hentry","category-23"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u25b7 \ubd84\uc0b0\ubd84\uc11d(ANOVA)<\/title>\n<meta name=\"description\" content=\"\uc5ec\uae30\uc11c\ub294 \ubd84\uc0b0\ubd84\uc11d(ANOVA)\uc774 \ubb34\uc5c7\uc778\uc9c0, \uc5b4\ub5bb\uac8c \uc218\ud589\ub418\ub294\uc9c0, \uad6c\uccb4\uc801\uc778 \uc608\uc640 \ud568\uaed8 \ubd84\uc0b0\ubd84\uc11d(ANOVA) \ubd84\uc11d\uc758 \uc7a5\uc810\uacfc \ub2e8\uc810\uc744 \uc54c\uc544\ubcf4\uc138\uc694.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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