{"id":55918,"date":"2025-02-12T09:20:42","date_gmt":"2025-02-12T12:20:42","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/?p=55918"},"modified":"2025-02-25T09:25:41","modified_gmt":"2025-02-25T12:25:41","slug":"analysis-of-variance","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/ja\/analysis-of-variance\/","title":{"rendered":"\u5206\u6563\u5206\u6790\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308b\uff1a\u6280\u6cd5\u3068\u5fdc\u7528"},"content":{"rendered":"<p>\u5206\u6563\u5206\u6790\uff08ANOVA\uff09\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u9593\u306e\u5dee\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u57fa\u672c\u7684\u306a\u7d71\u8a08\u624b\u6cd5\u3067\u3042\u308a\u3001\u5fc3\u7406\u5b66\u3001\u751f\u7269\u5b66\u3001\u793e\u4f1a\u79d1\u5b66\u306a\u3069\u306e\u5206\u91ce\u306b\u308f\u305f\u308b\u7814\u7a76\u3067\u4e0d\u53ef\u6b20\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u7814\u7a76\u8005\u304c\u5e73\u5747\u9593\u306e\u5dee\u306e\u3069\u308c\u304b\u304c\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u30ac\u30a4\u30c9\u3067\u306f\u3001\u5206\u6563\u5206\u6790\u304c\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3059\u308b\u306e\u304b\u3001\u305d\u306e\u7a2e\u985e\u3001\u305d\u3057\u3066\u306a\u305c\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u89e3\u91c8\u306e\u305f\u3081\u306b\u91cd\u8981\u306a\u306e\u304b\u3092\u63a2\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2>\u5206\u6563\u5206\u6790\u3092\u7406\u89e3\u3059\u308b\uff1a\u7d71\u8a08\u306e\u5fc5\u9700\u54c1<\/h2>\n\n\n\n<p>\u5206\u6563\u5206\u6790\u306f\u30013\u3064\u4ee5\u4e0a\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u3092\u6bd4\u8f03\u3057\u3001\u6709\u610f\u5dee\u3092\u8b58\u5225\u3057\u3001\u30b0\u30eb\u30fc\u30d7\u5185\u304a\u3088\u3073\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5909\u52d5\u3092\u6d1e\u5bdf\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u7d71\u8a08\u624b\u6cd5\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u306e\u5909\u52d5\u304c\u3001\u30b0\u30eb\u30fc\u30d7\u81ea\u4f53\u306e\u5909\u52d5\u3088\u308a\u3082\u5927\u304d\u3044\u304b\u3069\u3046\u304b\u3001\u3064\u307e\u308a\u3001\u5c11\u306a\u304f\u3068\u30821\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u304c\u4ed6\u306e\u30b0\u30eb\u30fc\u30d7\u3068\u7570\u306a\u308b\u3053\u3068\u3092\u793a\u3059\u304b\u3069\u3046\u304b\u3092\u3001\u7814\u7a76\u8005\u304c\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002ANOVA 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href=\"https:\/\/mindthegraph.com\/blog\/post-hoc-testing-anova\/\"> ANOVA\u306b\u304a\u3051\u308b\u30dd\u30b9\u30c8\u30db\u30c3\u30af\u691c\u5b9a<\/a>.<\/p>\n\n\n\n<h2>\u306a\u305cANOVA\u691c\u5b9a\u3092\u884c\u3046\u306e\u304b\uff1f<\/h2>\n\n\n\n<p>ANOVA\u3092\u5b9f\u884c\u3059\u308b\u7406\u7531\u306f\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u30021\u3064\u306e\u7406\u7531\u306f\u3001\u591a\u6570\u306et\u691c\u5b9a\u3092\u884c\u3046\u3088\u308a\u3082\u30013\u3064\u4ee5\u4e0a\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u3092\u540c\u6642\u306b\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3059\u3002ANOVA\u306f\u3001\u7fa4\u5e73\u5747\u9593\u306e\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u306e\u5b58\u5728\u3092\u8b58\u5225\u3057\u3001\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u5834\u5408\u3001\u4e8b\u5f8c\u691c\u5b9a\u3092\u7528\u3044\u3066\u3001\u3069\u306e\u7279\u5b9a\u306e\u7fa4\u304c\u7570\u306a\u308b\u304b\u3092\u8b58\u5225\u3059\u308b\u305f\u3081\u306e\u3055\u3089\u306a\u308b\u8abf\u67fb\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002ANOVA \u306f\u307e\u305f\u3001\u7279\u306b2\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\uff08Two-Way ANOVA\uff09\u3067\u306f\u3001\u500b\u3005\u306e\u52b9\u679c\u3068\u5909\u6570\u9593\u306e\u4ea4\u4e92\u4f5c\u7528\u52b9\u679c\u306e\u4e21\u65b9\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u7814\u7a76\u8005\u304c\u8907\u6570\u306e\u72ec\u7acb\u5909\u6570\u306e\u5f71\u97ff\u3092\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u624b\u6cd5\u306f\u307e\u305f\u3001\u30c7\u30fc\u30bf\u3092\u7fa4\u9593\u5206\u6563\u3068\u7fa4\u5185\u5206\u6563\u306b\u5206\u89e3\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u306e\u5909\u52d5\u306e\u539f\u56e0\u3092\u6d1e\u5bdf\u3057\u3001\u3057\u305f\u304c\u3063\u3066\u3001\u7814\u7a76\u8005\u306f\u3001\u3069\u306e\u7a0b\u5ea6\u306e\u5909\u52d5\u304c\u3001\u7fa4\u9593\u5dee\u306b\u8d77\u56e0\u3059\u308b\u304b\u3001\u30e9\u30f3\u30c0\u30e0\u6027\u306b\u8d77\u56e0\u3059\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306bANOVA\u306f\u3001\u9ad8\u3044\u7d71\u8a08\u7684\u691c\u51fa\u529b\u3092\u6301\u3061\u3001\u3064\u307e\u308a\u3001\u5e73\u5747\u306e\u771f\u306e\u5dee\u304c\u5b58\u5728\u3059\u308b\u5834\u5408\u306b\u3001\u305d\u308c\u3092\u691c\u51fa\u3059\u308b\u306e\u306b\u52b9\u7387\u7684\u3067\u3001\u5f15\u304d\u51fa\u3055\u308c\u305f\u7d50\u8ad6\u306e\u4fe1\u983c\u6027\u3092\u3055\u3089\u306b\u9ad8\u3081\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u6b63\u898f\u6027\u3084\u7b49\u5206\u6563\u6027\u306a\u3069\u3001\u7279\u5b9a\u306e\u4eee\u5b9a\u9055\u53cd\u306b\u5bfe\u3059\u308b\u3053\u306e\u9811\u5065\u6027\u306f\u3001\u3088\u308a\u5e83\u3044\u7bc4\u56f2\u306e\u5b9f\u969b\u7684\u306a\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u7528\u3055\u308c\u3001ANOVA\u3092\u3001\u7fa4\u9593\u6bd4\u8f03\u306b\u57fa\u3065\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3044\u3001\u305d\u306e\u5206\u6790\u306e\u6df1\u3055\u3092\u6df1\u3081\u3066\u3044\u308b\u3042\u3089\u3086\u308b\u5206\u91ce\u306e\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4e0d\u53ef\u6b20\u306a\u30c4\u30fc\u30eb\u306b\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h2>ANOVA\u306e\u4eee\u5b9a<\/h2>\n\n\n\n<p>ANOVA \u306f\u3001\u7d50\u679c\u306e\u6709\u52b9\u6027\u3092\u4fdd\u8a3c\u3059\u308b\u305f\u3081\u306b\u6e80\u305f\u3055\u308c\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u4eee\u5b9a\u306b\u57fa\u3065\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6b8b\u5dee\u307e\u305f\u306f\u8aa4\u5dee\u304c\u3001\u7279\u306b\u4e2d\u5fc3\u6975\u9650\u5b9a\u7406\u304c\u975e\u6b63\u898f\u6027\u306e\u52b9\u679c\u3092\u7de9\u548c\u3059\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3088\u308a\u5927\u304d\u306a\u6a19\u672c\u3067\u306f\u3001\u7406\u60f3\u7684\u306b\u306f\u6b63\u898f\u5206\u5e03\u306b\u5f93\u3046\u3079\u304d\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002ANOVA \u306f\u5206\u6563\u306e\u540c\u8cea\u6027\u3092\u4eee\u5b9a\u3059\u308b; 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\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u306f\u3001\u7570\u306a\u308b\u6559\u6388\u6cd5\u306e\u52b9\u679c\u3092\u6bd4\u8f03\u3059\u308b\u3088\u3046\u306a\u30011\u3064\u306e\u5909\u6570\u306b\u57fa\u3065\u3044\u30663\u3064\u4ee5\u4e0a\u306e\u72ec\u7acb\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u3092\u6bd4\u8f03\u3059\u308b\u306e\u306b\u7406\u60f3\u7684\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u7814\u7a76\u8005\u304c\u4f53\u91cd\u6e1b\u5c11\u3067\u306e3\u3064\u306e\u7570\u306a\u308b\u30c0\u30a4\u30a8\u30c3\u30c8\u306e\u52b9\u679c\u3092\u6bd4\u8f03\u3057\u305f\u3044\u5834\u5408\u3001\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u306f\u3001\u5c11\u306a\u304f\u3068\u30821\u3064\u306e\u30c0\u30a4\u30a8\u30c3\u30c8\u304c\u6709\u610f\u306b\u7570\u306a\u308b\u4f53\u91cd\u6e1b\u5c11\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u304b\u3069\u3046\u304b\u3092\u6c7a\u5b9a\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u624b\u6cd5\u306e\u5b9f\u65bd\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u30ac\u30a4\u30c9\u306f\u3001\u3053\u3061\u3089\u3092\u304a\u8aad\u307f\u304f\u3060\u3055\u3044<a href=\"https:\/\/mindthegraph.com\/blog\/one-way-anova\/\"> \u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u306e\u8aac\u660e<\/a>.<\/li>\n\n\n\n<li>2\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790: 2\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u306f\u3001\u7814\u7a76\u8005\u304c\u5f93\u5c5e\u5909\u6570\u3067\u306e2\u3064\u306e\u72ec\u7acb\u5909\u6570\u306e\u5f71\u97ff\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306b\u8208\u5473\u304c\u3042\u308b\u3068\u304d\u306b\u4fbf\u5229\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u4e21\u65b9\u306e\u8981\u56e0\u306e\u500b\u5225\u306e\u52b9\u679c\u3092\u6e2c\u5b9a\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u4ea4\u4e92\u4f5c\u7528\u52b9\u679c\u3082\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u98df\u4e8b\u306e\u30bf\u30a4\u30d7\u3068\u904b\u52d5\u306e\u30eb\u30fc\u30c1\u30f3\u304c\u3001\u3069\u306e\u3088\u3046\u306b\u4f53\u91cd\u6e1b\u5c11\u306b\u5f71\u97ff\u3059\u308b\u304b\u3092\u7406\u89e3\u3057\u305f\u3044\u5834\u5408\u30012\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\uff08Two-Way ANOVA\uff09\u306f\u3001\u52b9\u679c\u3060\u3051\u3067\u306a\u304f\u3001\u305d\u308c\u3089\u306e\u4ea4\u4e92\u4f5c\u7528\u52b9\u679c\u306b\u95a2\u3059\u308b\u60c5\u5831\u3082\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>&nbsp;\u53cd\u5fa9\u6e2c\u5b9aANOVA \u3053\u308c\u306f\u3001\u540c\u3058\u88ab\u9a13\u8005\u304c\u3055\u307e\u3056\u307e\u306a\u6761\u4ef6\u4e0b\u3067\u4f55\u5ea6\u3082\u6e2c\u5b9a\u3055\u308c\u308b\u3068\u304d\u306b\u63a1\u7528\u3055\u308c\u307e\u3059\u3002\u7d4c\u6642\u7684\u306b\u3069\u306e\u3088\u3046\u306a\u5909\u5316\u304c\u8d77\u3053\u308b\u304b\u3092\u30e2\u30cb\u30bf\u30fc\u3057\u305f\u3044\u7e26\u65ad\u7684\u7814\u7a76\u3067\u6700\u3082\u3088\u304f\u9069\u7528\u3055\u308c\u307e\u3059\u3002\u4f8b: \u7279\u5b9a\u306e\u6cbb\u7642\u524d\u3001\u6cbb\u7642\u4e2d\u3001\u6cbb\u7642\u5f8c\u306e\u540c\u3058\u53c2\u52a0\u8005\u306e\u8840\u5727\u3092\u6e2c\u5b9a\u3059\u308b\u3002&nbsp;<\/li>\n\n\n\n<li>MANOVA (\u591a\u5909\u91cf\u5206\u6563\u5206\u6790) MANOVA\u306f\uff0c\u591a\u6570\u306e\u5f93\u5c5e\u5909\u6570\u3092\u540c\u6642\u306b\u5206\u6790\u3067\u304d\u308bANOVA\u306e\u62e1\u5f35\u3067\u3042\u308b\uff0e\u5f93\u5c5e\u5909\u6570\u306f\uff0c\u30e9\u30a4\u30d5\u30b9\u30bf\u30a4\u30eb\u56e0\u5b50\u3068\u306e\u95a2\u4fc2\u3067\u8907\u6570\u306e\u5065\u5eb7\u30a2\u30a6\u30c8\u30ab\u30e0\u3092\u8abf\u67fb\u3059\u308b\u5834\u5408\u306e\u3088\u3046\u306b\uff0c\u95a2\u9023\u3057\u3046\u308b\uff0e&nbsp;<\/li>\n<\/ol>\n\n\n\n<h3>ANOVA\u306e\u4f8b&nbsp;<\/h3>\n\n\n\n<p>- \u6559\u80b2\u7814\u7a76\uff1a\u3042\u308b\u7814\u7a76\u8005\u306f\uff0c\u4f1d\u7d71\u7684\u306a\u5b66\u7fd2\uff0c\u30aa\u30f3\u30e9\u30a4\u30f3\u5b66\u7fd2\uff0c\u30d6\u30ec\u30f3\u30c7\u30c3\u30c9\u30fb\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u3044\u3063\u305f\u6559\u6388\u6cd5\u306b\u57fa\u3065\u3044\u3066\uff0c\u5b66\u751f\u306e\u30c6\u30b9\u30c8\u306e\u5f97\u70b9\u304c\u7570\u306a\u308b\u304b\u3069\u3046\u304b\u3092\u77e5\u308a\u305f\u3044\uff0e\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u306f\uff0c\u6559\u6388\u6cd5\u304c\u5b66\u751f\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\uff0e<\/p>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><a href=\"https:\/\/mindthegraph.com\/poster-maker\/?utm_source=blog&amp;utm_medium=banners&amp;utm_campaign=conversion\"><img decoding=\"async\" loading=\"lazy\" width=\"651\" height=\"174\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/06\/mind-the-graph.png\" alt=\"&quot;Mind the Graph\u306e\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u30d0\u30ca\u30fc\u3002&quot;Mind the Graph\u3067\u7c21\u5358\u306b\u79d1\u5b66\u7684\u306a\u30a4\u30e9\u30b9\u30c8\u3092\u4f5c\u6210 &quot;\u3068\u8a18\u8f09\u3057\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u4f7f\u3044\u3084\u3059\u3055\u3092\u5f37\u8abf\u3002\" class=\"wp-image-54656\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/06\/mind-the-graph.png 651w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/06\/mind-the-graph-300x80.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/06\/mind-the-graph-18x5.png 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/06\/mind-the-graph-100x27.png 100w\" sizes=\"(max-width: 651px) 100vw, 651px\" \/><\/a><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/mindthegraph.com\/poster-maker\/?utm_source=blog&amp;utm_medium=banners&amp;utm_campaign=conversion\">Mind the Graph\u3067\u79d1\u5b66\u7684\u306a\u30a4\u30e9\u30b9\u30c8\u3092\u7c21\u5358\u306b\u4f5c\u6210\u3002<\/a><\/figcaption><\/figure>\n\n\n\n<p>- \u533b\u85ac\u54c1\u7814\u7a76\uff1a\u79d1\u5b66\u8005\u306f\u3001\u85ac\u7269\u8a66\u9a13\u306b\u304a\u3044\u3066\u3001\u60a3\u8005\u306e\u56de\u5fa9\u6642\u9593\u306b\u95a2\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u6295\u85ac\u91cf\u306e\u52b9\u679c\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u30022\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u306f\u3001\u6295\u4e0e\u91cf\u3068\u60a3\u8005\u306e\u5e74\u9f62\u306e\u52b9\u679c\u3092\u4e00\u5ea6\u306b\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>- \u5fc3\u7406\u5b66\u5b9f\u9a13\uff1a\u7814\u7a76\u8005\u306f\u3001\u53cd\u5fa9\u6e2c\u5b9aANOVA\u3092\u4f7f\u7528\u3057\u3066\u3001\u6cbb\u7642\u524d\u3001\u6cbb\u7642\u4e2d\u3001\u6cbb\u7642\u5f8c\u306e\u53c2\u52a0\u8005\u306e\u4e0d\u5b89\u30ec\u30d9\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u8907\u6570\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u308f\u305f\u3063\u3066\u6cbb\u7642\u304c\u3069\u306e\u7a0b\u5ea6\u52b9\u679c\u7684\u3067\u3042\u308b\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u30dd\u30b9\u30c8\u30db\u30c3\u30af\u30c6\u30b9\u30c8\u306e\u5f79\u5272\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u3092\u53c2\u7167\u3055\u308c\u305f\u3044\u3002<a href=\"https:\/\/mindthegraph.com\/blog\/post-hoc-testing-anova\/\"> ANOVA\u306b\u304a\u3051\u308b\u30dd\u30b9\u30c8\u30db\u30c3\u30af\u691c\u5b9a<\/a>.<\/p>\n\n\n\n<h2>ANOVA\u7d50\u679c\u306e\u89e3\u91c8<\/h2>\n\n\n\n<h3>\u30dd\u30b9\u30c8\u30db\u30c3\u30af\u8a66\u9a13<\/h3>\n\n\n\n<p>\u30dd\u30b9\u30c8\u30fb\u30db\u30c3\u30af\u691c\u5b9a\u306f\u3001ANOVA\u304c\u30b0\u30eb\u30fc\u30d7\u5e73\u5747\u9593\u306e\u6709\u610f\u5dee\u3092\u767a\u898b\u3057\u305f\u5834\u5408\u306b\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002ANOVA\u306f\u3001\u305d\u306e\u5dee\u304c\u3069\u3053\u306b\u3042\u308b\u304b\u3092\u793a\u3055\u305a\u306b\u3001\u5c11\u306a\u304f\u3068\u30821\u3064\u306e\u5dee\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3060\u3051\u306a\u306e\u3067\u3001\u3053\u308c\u3089\u306e\u691c\u5b9a\u306f\u3001\u3069\u306e\u30b0\u30eb\u30fc\u30d7\u304c\u4e92\u3044\u306b\u7570\u306a\u308b\u304b\u3092\u6b63\u78ba\u306b\u6c7a\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u6700\u3082\u3088\u304f\u4f7f\u308f\u308c\u308b\u30dd\u30b9\u30c8\u30fb\u30db\u30c3\u30af\u6cd5\u306e\u3044\u304f\u3064\u304b\u306f\u3001Tukey\u306e\u6709\u610f\u5dee\uff08HSD\uff09\u3001Scheff\u00e9\u306e\u691c\u5b9a\u3001Bonferroni\u88dc\u6b63\u3067\u3059\u3002\u3053\u308c\u3089\u306f\u305d\u308c\u305e\u308c\u3001\u591a\u91cd\u6bd4\u8f03\u306b\u4f34\u3046\u81a8\u5f35\u3057\u305f\u30bf\u30a4\u30d7I\u30a8\u30e9\u30fc\u7387\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3059\u308b\u3082\u306e\u3067\u3042\u308b\u3002\u4e8b\u5f8c\u691c\u5b9a\u306e\u9078\u629e\u306f\u3001\u6a19\u672c\u30b5\u30a4\u30ba\u3001\u5206\u6563\u306e\u5747\u4e00\u6027\u3001\u7fa4\u9593\u6bd4\u8f03\u306e\u6570\u306a\u3069\u306e\u5909\u6570\u306b\u4f9d\u5b58\u3059\u308b\u3002\u4e8b\u5f8c\u691c\u5b9a\u306e\u9069\u5207\u306a\u4f7f\u7528\u306f\u3001\u7814\u7a76\u8005\u304c\u507d\u967d\u6027\u306e\u53ef\u80fd\u6027\u3092\u5897\u5927\u3055\u305b\u308b\u3053\u3068\u306a\u304f\u3001\u7fa4\u9593\u5dee\u306b\u3064\u3044\u3066\u6b63\u78ba\u306a\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3002<\/p>\n\n\n\n<h2>ANOVA\u3092\u5b9f\u884c\u3059\u308b\u969b\u306e\u3088\u304f\u3042\u308b\u8aa4\u308a<\/h2>\n\n\n\n<p>ANOVA\u3092\u5b9f\u884c\u3059\u308b\u969b\u306e\u6700\u3082\u4e00\u822c\u7684\u306a\u9593\u9055\u3044\u306f\u3001\u4eee\u5b9a\u30c1\u30a7\u30c3\u30af\u3092\u7121\u8996\u3059\u308b\u3053\u3068\u3067\u3059\u3002ANOVA\u306f\u6b63\u898f\u6027\u3068\u5206\u6563\u306e\u540c\u8cea\u6027\u3092\u4eee\u5b9a\u3057\u3001\u3053\u308c\u3089\u306e\u4eee\u5b9a\u3092\u691c\u5b9a\u3057\u306a\u3044\u3068\u3001\u4e0d\u6b63\u78ba\u306a\u7d50\u679c\u306b\u3064\u306a\u304c\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3082\u30461\u3064\u306e\u30a8\u30e9\u30fc\u306f\u30012\u3064\u4ee5\u4e0a\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u6bd4\u8f03\u3059\u308b\u3068\u304d\u3001ANOVA\u3067\u306f\u306a\u304f\u8907\u6570\u306et\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u306f\u30bf\u30a4\u30d7I\u30a8\u30e9\u30fc\u306e\u30ea\u30b9\u30af\u3092\u9ad8\u3081\u307e\u3059\u3002\u7814\u7a76\u8005\u306f\u3001\u30dd\u30b9\u30c8\u30db\u30c3\u30af\u5206\u6790\u3092\u5b9f\u65bd\u305b\u305a\u306b\u3001\u3069\u306e\u7279\u5b9a\u306e\u30b0\u30eb\u30fc\u30d7\u304c\u7570\u306a\u308b\u3068\u7d50\u8ad6\u3065\u3051\u308b\u3053\u3068\u3067\u3001ANOVA\u306e\u7d50\u679c\u3092\u8aa4\u3063\u3066\u89e3\u91c8\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4e0d\u5341\u5206\u306a\u6a19\u672c\u30b5\u30a4\u30ba\u307e\u305f\u306f\u4e0d\u5747\u7b49\u306a\u30b0\u30eb\u30fc\u30d7\u30fb\u30b5\u30a4\u30ba\u306f\u3001\u691c\u5b9a\u306e\u691c\u51fa\u529b\u3092\u4f4e\u4e0b\u3055\u305b\u3001\u305d\u306e\u6709\u52b9\u6027\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002\u9069\u5207\u306a\u30c7\u30fc\u30bf\u6e96\u5099\u3001\u4eee\u5b9a\u691c\u8a3c\u3001\u304a\u3088\u3073\u6ce8\u610f\u6df1\u3044\u89e3\u91c8\u306f\u3001\u3053\u308c\u3089\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3057\u3001ANOVA\u306e\u77e5\u898b\u3092\u3088\u308a\u4fe1\u983c\u3067\u304d\u308b\u3082\u306e\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2>ANOVA vs T-\u691c\u5b9a<\/h2>\n\n\n\n<p>ANOVA\u3068t\u691c\u5b9a\u306e\u4e21\u65b9\u304c\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u3092\u6bd4\u8f03\u3059\u308b\u306e\u306b\u4f7f\u308f\u308c\u308b\u304c\u3001\u4e21\u8005\u306b\u306f\u660e\u78ba\u306a\u5fdc\u7528\u3068\u9650\u754c\u304c\u3042\u308b\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u30b0\u30eb\u30fc\u30d7\u6570<\/strong>:\n<ul>\n<li>t\u691c\u5b9a\u306f2\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u3092\u6bd4\u8f03\u3059\u308b\u306e\u306b\u6700\u3082\u9069\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>ANOVA\u306f\u30013\u3064\u4ee5\u4e0a\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u8907\u6570\u306e\u6761\u4ef6\u3092\u6301\u3064\u7814\u7a76\u3067\u3088\u308a\u52b9\u7387\u7684\u306a\u9078\u629e\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>ANOVA \u306f\u30011\u3064\u306e\u5206\u6790\u3067\u8907\u6570\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u540c\u6642\u6bd4\u8f03\u3092\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u3055\u3092\u8efd\u6e1b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6bd4\u8f03\u306e\u7a2e\u985e<\/strong>:\n<ul>\n<li>t\u691c\u5b9a\u306f\u30012\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u304c\u4e92\u3044\u306b\u6709\u610f\u306b\u7570\u306a\u308b\u304b\u3069\u3046\u304b\u3092\u8a55\u4fa1\u3059\u308b\u3002<\/li>\n\n\n\n<li>ANOVA\u306f\u30013\u3064\u4ee5\u4e0a\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u5024\u306e\u9593\u306b\u6709\u610f\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u8a55\u4fa1\u3059\u308b\u304c\u3001\u3055\u3089\u306b\u30dd\u30b9\u30c8\u30db\u30c3\u30af\u5206\u6790\u3092\u884c\u308f\u306a\u3051\u308c\u3070\u3001\u3069\u306e\u30b0\u30eb\u30fc\u30d7\u304c\u7570\u306a\u308b\u304b\u3092\u7279\u5b9a\u3057\u306a\u3044\u3002<\/li>\n\n\n\n<li>(Tukey\u306eHSD\u306e\u3088\u3046\u306a)\u30dd\u30b9\u30c8\u30db\u30c3\u30af\u691c\u5b9a\u306f\u3001ANOVA\u304c\u6709\u610f\u6027\u3092\u691c\u51fa\u3057\u305f\u5f8c\u3001\u7279\u5b9a\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5dee\u3092\u8b58\u5225\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30a8\u30e9\u30fc\u7387<\/strong>:\n<ul>\n<li>\u8907\u6570\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306b\u8907\u6570\u306et\u691c\u5b9a\u3092\u884c\u3046\u3068\u3001\u30bf\u30a4\u30d7I\u30a8\u30e9\u30fc\uff08\u5e30\u7121\u4eee\u8aac\u3092\u8aa4\u3063\u3066\u68c4\u5374\u3059\u308b\uff09\u3092\u72af\u3059\u30ea\u30b9\u30af\u304c\u9ad8\u304f\u306a\u308b\u3002<\/li>\n\n\n\n<li>ANOVA \u306f\u30011\u3064\u306e\u691c\u5b9a\u3092\u901a\u3057\u3066\u3059\u3079\u3066\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u540c\u6642\u306b\u8a55\u4fa1\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u3053\u306e\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30e9\u30fc\u7387\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3059\u308b\u3053\u3068\u306f\u3001\u7d71\u8a08\u7684\u7d50\u8ad6\u306e\u5b8c\u5168\u6027\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u524d\u63d0\u6761\u4ef6<\/strong>:\n<ul>\n<li>\u3069\u3061\u3089\u306e\u691c\u5b9a\u3082\u6b63\u898f\u6027\u3068\u5206\u6563\u306e\u5747\u4e00\u6027\u3092\u4eee\u5b9a\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>ANOVA\u306f\u3001\u7279\u306b\u6a19\u672c\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3044\u5834\u5408\u3001t\u691c\u5b9a\u3088\u308a\u3082\u3053\u308c\u3089\u306e\u4eee\u5b9a\u9055\u53cd\u306b\u5bfe\u3057\u3066\u3088\u308a\u9811\u5065\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u524d\u63d0\u6761\u4ef6\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u3001\u4e21\u65b9\u306e\u30c6\u30b9\u30c8\u7d50\u679c\u306e\u59a5\u5f53\u6027\u304c\u5411\u4e0a\u3059\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3><strong>ANOVA\u306e\u5229\u70b9<\/strong><\/h3>\n\n\n\n<ol>\n<li><strong>\u6c4e\u7528\u6027<\/strong>:\n<ul>\n<li>ANOVA\u306f\u8907\u6570\u306e\u30b0\u30eb\u30fc\u30d7\u3068\u5909\u6570\u3092\u540c\u6642\u306b\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u8907\u96d1\u306a\u5b9f\u9a13\u8a08\u753b\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u67d4\u8edf\u3067\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3088\u308a\u8907\u96d1\u306a\u5206\u6790\u306e\u305f\u3081\u306b\u3001\u53cd\u5fa9\u6e2c\u5b9a\u3084\u6df7\u5408\u30e2\u30c7\u30eb\u8a08\u753b\u306b\u3082\u62e1\u5f35\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u52b9\u7387\u6027<\/strong>:\n<ul>\n<li>\u30bf\u30a4\u30d7I\u30a8\u30e9\u30fc\u306e\u30ea\u30b9\u30af\u3092\u5897\u5927\u3055\u305b\u308b\u8907\u6570\u306et\u691c\u5b9a\u3092\u884c\u3046\u4ee3\u308f\u308a\u306b\u30011\u3064\u306eANOVA\u691c\u5b9a\u304c\u3001\u3059\u3079\u3066\u306e\u30b0\u30eb\u30fc\u30d7\u3067\u6709\u610f\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u5b9a\u3067\u304d\u3001\u7d71\u8a08\u7684\u52b9\u7387\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8907\u6570\u306e\u30da\u30a2\u30ef\u30a4\u30ba\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u3088\u308a\u3082\u8a08\u7b97\u6642\u9593\u304c\u77ed\u7e2e\u3055\u308c\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u76f8\u4e92\u4f5c\u7528\u52b9\u679c<\/strong>:\n<ul>\n<li>2\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\uff08Two-Way ANOVA\uff09\u3092\u7528\u3044\u308b\u3068\u3001\u7814\u7a76\u8005\u306f\u4ea4\u4e92\u4f5c\u7528\u3092\u8abf\u3079\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u72ec\u7acb\u5909\u6570\u304c\u5f93\u5c5e\u5909\u6570\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3059\u308b\u304b\u3092\u3088\u308a\u6df1\u304f\u6d1e\u5bdf\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5909\u6570\u9593\u306e\u76f8\u4e57\u7684\u307e\u305f\u306f\u62ee\u6297\u7684\u306a\u95a2\u4fc2\u3092\u691c\u51fa\u3057\u3001\u30c7\u30fc\u30bf\u306e\u89e3\u91c8\u3092\u5f37\u5316\u3059\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5805\u7262\u6027<\/strong>:\n<ul>\n<li>ANOVA\u306f\u3001\u6b63\u898f\u6027\u3084\u5206\u6563\u306e\u5747\u8cea\u6027\u306a\u3069\u306e\u7279\u5b9a\u306e\u4eee\u5b9a\u9055\u53cd\u306b\u5bfe\u3057\u3066\u30ed\u30d0\u30b9\u30c8\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u304c\u5e38\u306b\u53b3\u683c\u306a\u7d71\u8a08\u7684\u4eee\u5b9a\u3092\u6e80\u305f\u3055\u306a\u3044\u5b9f\u4e16\u754c\u306e\u7814\u7a76\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u7528\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li>\u7279\u306b\u8981\u56e0\u8a08\u753b\u3067\u306f\u3001t\u691c\u5b9a\u3088\u308a\u3082\u4e0d\u7b49\u9593\u9694\u306e\u6a19\u672c\u30b5\u30a4\u30ba\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30d1\u30ef\u30fc<\/strong>:\n<ul>\n<li>\u5206\u6563\u5206\u6790\u306f\u7d71\u8a08\u7684\u691c\u51fa\u529b\u304c\u9ad8\u304f\u3001\u5e73\u5747\u5024\u306e\u771f\u306e\u5dee\u3092\u52b9\u7387\u7684\u306b\u691c\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u7814\u7a76\u306b\u304a\u3044\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u59a5\u5f53\u306a\u7d50\u8ad6\u3092\u5f97\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002<\/li>\n\n\n\n<li>\u691c\u51fa\u529b\u304c\u9ad8\u307e\u308b\u3068\u3001II\u578b\u904e\u8aa4\uff08\u771f\u306e\u5dee\u3092\u691c\u51fa\u3067\u304d\u306a\u3044\uff09\u306e\u53ef\u80fd\u6027\u304c\u4f4e\u304f\u306a\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h2>ANOVA\u691c\u5b9a\u3092\u5b9f\u65bd\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/h2>\n\n\n\n<p>ANOVA\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30d1\u30c3\u30b1\u30fc\u30b8\u3084\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306f\u975e\u5e38\u306b\u591a\u304f\uff0c\u305d\u308c\u305e\u308c\u304c\u72ec\u81ea\u306e\u7279\u5fb4\uff0c\u80fd\u529b\uff0c\u3055\u307e\u3056\u307e\u306a\u7814\u7a76\u306e\u30cb\u30fc\u30ba\u3084\u5c02\u9580\u77e5\u8b58\u3078\u306e\u9069\u5408\u6027\u3092\u6301\u3063\u3066\u3044\u308b\uff0e<\/p>\n\n\n\n<p>\u5b66\u8853\u754c\u3084\u7523\u696d\u754c\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u30c4\u30fc\u30eb\u306fSPSS\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3042\u308a\u3001\u3053\u308c\u3082\u307e\u305f\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u7d71\u8a08\u8a08\u7b97\u3092\u884c\u3046\u305f\u3081\u306e\u30d1\u30ef\u30fc\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002\u307e\u305f\u3001\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3001\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3001\u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790\u3001\u8981\u56e0\u5206\u6563\u5206\u6790\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u5206\u6563\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002SPSS \u306f\u3001\u5206\u6563\u306e\u5747\u8cea\u6027\u306a\u3069\u306e\u4eee\u5b9a\u30c1\u30a7\u30c3\u30af\u304b\u3089\u4e8b\u5f8c\u691c\u5b9a\u306e\u5b9f\u65bd\u307e\u3067\u3001\u30d7\u30ed\u30bb\u30b9\u306e\u591a\u304f\u3092\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7d4c\u9a13\u306e\u5c11\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u306b\u3082\u6700\u9069\u3067\u3059\u3002\u307e\u305f\u3001\u7d50\u679c\u306e\u89e3\u91c8\u3092\u7c21\u5358\u306b\u3059\u308b\u5305\u62ec\u7684\u306a\u51fa\u529b\u8868\u3084\u30b0\u30e9\u30d5\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>R\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u3057\u3066\u3001\u7d71\u8a08\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u591a\u304f\u306e\u4eba\u3005\u306b\u9078\u3070\u308c\u3066\u3044\u308b\u3002\u67d4\u8edf\u6027\u304c\u3042\u308a\u3001\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u3002\u305d\u306e\u8c4a\u5bcc\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3001\u4f8b\u3048\u3070aov()\u95a2\u6570\u3084\u3088\u308a\u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306ecar\u3092\u5099\u3048\u305fstats\u306f\u3001\u8907\u96d1\u306aANOVA\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u308b\u3002R\u3067\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u77e5\u8b58\u306f\u5fc5\u8981\u3067\u3059\u304c\u3001\u3053\u308c\u306f\u30c7\u30fc\u30bf\u64cd\u4f5c\u3001\u53ef\u8996\u5316\u3001\u305d\u3057\u3066\u81ea\u5206\u81ea\u8eab\u306e\u5206\u6790\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u305f\u3081\u306e\u3088\u308a\u5f37\u529b\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002ANOVA\u691c\u5b9a\u3092\u7279\u5b9a\u306e\u7814\u7a76\u306b\u9069\u5fdc\u3055\u305b\u3001\u4ed6\u306e\u7d71\u8a08\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3055\u3089\u306b\u3001R\u306e\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u8c4a\u5bcc\u306a\u30aa\u30f3\u30e9\u30a4\u30f3\u30ea\u30bd\u30fc\u30b9\u306f\u3001\u8cb4\u91cd\u306a\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/p>\n\n\n\n<p>Microsoft Excel\u306f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u30c4\u30fc\u30eb\u30d1\u30c3\u30af\uff08Data Analysis ToolPak\uff09\u30a2\u30c9\u30a4\u30f3\u3067ANOVA\u306e\u6700\u3082\u57fa\u672c\u7684\u306a\u5f62\u5f0f\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u3001\u975e\u5e38\u306b\u5358\u7d14\u306a\u4e00\u5143\u914d\u7f6e\u3084\u4e8c\u5143\u914d\u7f6e\u306eANOVA\u691c\u5b9a\u306b\u6700\u9069\u3067\u3059\u304c\u3001\u7279\u5b9a\u306e\u7d71\u8a08\u30bd\u30d5\u30c8\u3092\u6301\u3063\u3066\u3044\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u3001\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Excel\u306f\u3001\u3088\u308a\u8907\u96d1\u306a\u30c7\u30b6\u30a4\u30f3\u3084\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046\u306b\u306f\u3001\u3042\u307e\u308a\u30d1\u30ef\u30fc\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u3055\u3089\u306b\u3001\u30dd\u30b9\u30c8\u30fb\u30db\u30c3\u30af\u691c\u5b9a\u306e\u305f\u3081\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u306f\u3001\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u306f\u5229\u7528\u3067\u304d\u307e\u305b\u3093\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u7cbe\u5de7\u306a\u7814\u7a76\u4f5c\u696d\u3088\u308a\u3082\u3001\u5358\u7d14\u306a\u63a2\u7d22\u7684\u5206\u6790\u3084\u6559\u80b2\u76ee\u7684\u306b\u9069\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>ANOVA\u306f\u7d71\u8a08\u89e3\u6790\u3001\u7279\u306b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3084\u6a5f\u68b0\u5b66\u7fd2\u306b\u95a2\u9023\u3059\u308b\u5206\u91ce\u3067\u4eba\u6c17\u3092\u96c6\u3081\u3066\u3044\u308b\u3002ANOVA\u3092\u5b9f\u65bd\u3059\u308b\u30ed\u30d0\u30b9\u30c8\u306a\u95a2\u6570\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u4f8b\u3048\u3070\u3001Python\u306eSciPy\u306f\u3001f_oneway()\u95a2\u6570\u306e\u4e2d\u306b\u4e00\u5143\u914d\u7f6eANOVA\u6a5f\u80fd\u3092\u6301\u3061\u3001\u4e00\u65b9Statsmodels\u306f\u3001\u53cd\u5fa9\u6e2c\u5b9a\u306a\u3069\u3092\u542b\u3080\u3088\u308a\u8907\u96d1\u306a\u30c7\u30b6\u30a4\u30f3\u3001\u3055\u3089\u306b\u306f\u968e\u5deeANOVA\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Pandas\u3084Matplotlib\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u30fb\u53ef\u8996\u5316\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u7d71\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3060\u3051\u3067\u306a\u304f\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u5b8c\u4e86\u3055\u305b\u308bPython\u306e\u80fd\u529b\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<p>JMP\u3068Minitab\u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3068\u53ef\u8996\u5316\u3092\u76ee\u7684\u3068\u3057\u305f\u30c6\u30af\u30cb\u30ab\u30eb\u7d71\u8a08\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3059\u3002JMP\u306fSAS\u306e\u88fd\u54c1\u3067\u3042\u308a\u3001\u63a2\u7d22\u7684\u30c7\u30fc\u30bf\u5206\u6790\u3001ANOVA\u3001\u4e8b\u5f8c\u691c\u5b9a\u306b\u4f7f\u3044\u3084\u3059\u3044\u3002\u307e\u305f\u3001\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u5185\u306e\u8907\u96d1\u306a\u95a2\u4fc2\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Minitab\u306f\u3001\u3042\u3089\u3086\u308b\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306b\u9069\u7528\u3055\u308c\u308b\u5e45\u5e83\u3044\u7d71\u8a08\u624b\u9806\u3001\u975e\u5e38\u306b\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u8a2d\u8a08\u3001\u304a\u3088\u3073\u512a\u308c\u305f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u51fa\u529b\u3067\u3088\u304f\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u7523\u696d\u304a\u3088\u3073\u7814\u7a76\u74b0\u5883\u306b\u304a\u3051\u308b\u54c1\u8cea\u7ba1\u7406\u3084\u5b9f\u9a13\u8a2d\u8a08\u306b\u975e\u5e38\u306b\u6709\u7528\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u8003\u616e\u4e8b\u9805\u306b\u306f\u3001\u7814\u7a76\u30c7\u30b6\u30a4\u30f3\u306e\u8907\u96d1\u3055\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5927\u304d\u3055\u3001\u9ad8\u5ea6\u306a\u30dd\u30b9\u30c8\u30db\u30c3\u30af\u5206\u6790\u306e\u5fc5\u8981\u6027\u3001\u3055\u3089\u306b\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u6280\u8853\u7684\u719f\u7df4\u5ea6\u304c\u542b\u307e\u308c\u308b\u3002\u5358\u7d14\u306a\u5206\u6790\u3067\u3042\u308c\u3070\u3001Excel\u3084SPSS\u3067\u5341\u5206\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u8907\u96d1\u3067\u5927\u898f\u6a21\u306a\u7814\u7a76\u3067\u306f\u3001\u67d4\u8edf\u6027\u3068\u30d1\u30ef\u30fc\u3092\u6700\u5927\u9650\u306b\u767a\u63ee\u3067\u304d\u308bR\u3084Python\u306e\u4f7f\u7528\u304c\u9069\u3057\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p>\n\n\n\n<h2>\u30a8\u30af\u30bb\u30eb\u3092\u4f7f\u3063\u305fANOVA&nbsp;<\/h2>\n\n\n\n<h3>Excel\u3067\u306eANOVA\u306e\u5b9f\u65bd\u624b\u9806<\/h3>\n\n\n\n<p>Microsoft Excel\u3067ANOVA\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f <strong>\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u30d1\u30c3\u30af<\/strong>.\u6b63\u78ba\u306a\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n\n\n\n<h4>\u30b9\u30c6\u30c3\u30d71\uff1a\u30c7\u30fc\u30bf\u5206\u6790ToolPak\u3092\u6709\u52b9\u306b\u3059\u308b<\/h4>\n\n\n\n<ol>\n<li>\u30aa\u30fc\u30d7\u30f3 <strong>\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u30a8\u30af\u30bb\u30eb<\/strong>.<\/li>\n\n\n\n<li>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <strong>\u30d5\u30a1\u30a4\u30eb<\/strong> \u30bf\u30d6\u3092\u9078\u629e\u3057 <strong>\u30aa\u30d7\u30b7\u30e7\u30f3<\/strong>.<\/li>\n\n\n\n<li>\u3067\u306e <strong>\u30a8\u30af\u30bb\u30eb\u30fb\u30aa\u30d7\u30b7\u30e7\u30f3<\/strong> \u30a6\u30a3\u30f3\u30c9\u30a6\u3067 <strong>\u30a2\u30c9\u30a4\u30f3<\/strong> \u5de6\u30b5\u30a4\u30c9\u30d0\u30fc\u304b\u3089<\/li>\n\n\n\n<li>\u30a6\u30a3\u30f3\u30c9\u30a6\u306e\u4e0b\u90e8\u306b\u3042\u308b <strong>\u30a8\u30af\u30bb\u30eb\u30a2\u30c9\u30a4\u30f3<\/strong> \u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <strong>\u884c\u304f<\/strong>.<\/li>\n\n\n\n<li>\u3067\u306e <strong>\u30a2\u30c9\u30a4\u30f3<\/strong> \u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u3067 <strong>\u5206\u6790\u30c4\u30fc\u30eb\u30d1\u30c3\u30af<\/strong> \u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <strong>OK<\/strong>.<\/li>\n<\/ol>\n\n\n\n<h4>\u30b9\u30c6\u30c3\u30d72\uff1a\u30c7\u30fc\u30bf\u306e\u6e96\u5099<\/h4>\n\n\n\n<ol>\n<li>\u30c7\u30fc\u30bf\u30921\u3064\u306eExcel\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306b\u6574\u7406\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u5404\u30b0\u30eb\u30fc\u30d7\u306e\u30c7\u30fc\u30bf\u3092\u5225\u3005\u306e\u5217\u306b\u914d\u7f6e\u3059\u308b\u3002\u5404\u5217\u306b\u30b0\u30eb\u30fc\u30d7\u540d\u3092\u793a\u3059\u30d8\u30c3\u30c0\u30fc\u304c\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002\n<ul>\n<li>\u4f8b<br><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h4>\u30b9\u30c6\u30c3\u30d7 3: ANOVA \u30c4\u30fc\u30eb\u3092\u958b\u304f<\/h4>\n\n\n\n<ol>\n<li>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <strong>\u30c7\u30fc\u30bf<\/strong> \u30bf\u30d6\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3067\u306e <strong>\u5206\u6790<\/strong> \u30b0\u30eb\u30fc\u30d7\u3092\u9078\u629e\u3059\u308b\u3002 <strong>\u30c7\u30fc\u30bf\u5206\u6790<\/strong>.<\/li>\n\n\n\n<li>\u3067\u306e <strong>\u30c7\u30fc\u30bf\u5206\u6790<\/strong> \u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u3067 <strong>ANOVA: \u5358\u4e00\u56e0\u5b50<\/strong> \u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u307e\u305f\u306f <strong>ANOVA: \u8907\u88fd\u3092\u7528\u3044\u305f2\u8981\u56e0<\/strong> \u72ec\u7acb\u5909\u6570\u304c2\u3064\u3042\u308b\u5834\u5408\u30af\u30ea\u30c3\u30af <strong>OK<\/strong>.<\/li>\n<\/ol>\n\n\n\n<h4>\u30b9\u30c6\u30c3\u30d7 4: ANOVA\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/h4>\n\n\n\n<ol>\n<li><strong>\u5165\u529b\u7bc4\u56f2<\/strong>:\u30d8\u30c3\u30c0\u30fc\u3092\u542b\u3080\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u3092\u9078\u629e\u3057\u307e\u3059\uff08\u4f8b\uff1aA1:C4\uff09\u3002<\/li>\n\n\n\n<li><strong>\u30b0\u30eb\u30fc\u30d7\u5225<\/strong>:\u9078\u3076 <strong>\u30b3\u30e9\u30e0<\/strong> (\u30c7\u30d5\u30a9\u30eb\u30c8) \u30c7\u30fc\u30bf\u304c\u5217\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3002<\/li>\n\n\n\n<li><strong>\u4e00\u5217\u76ee\u306e\u30e9\u30d9\u30eb<\/strong>:\u30d8\u30c3\u30c0\u30fc\u3092\u9078\u629e\u3057\u305f\u5834\u5408\u306f\u3001\u3053\u306e\u30dc\u30c3\u30af\u30b9\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li><strong>\u30a2\u30eb\u30d5\u30a1<\/strong>:\u6709\u610f\u6c34\u6e96\u3092\u8a2d\u5b9a\u3059\u308b\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u306f0.05\uff09\u3002<\/li>\n\n\n\n<li><strong>\u51fa\u529b\u7bc4\u56f2<\/strong>:\u7d50\u679c\u3092\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u3069\u3053\u306b\u8868\u793a\u3059\u308b\u304b\u3092\u9078\u629e\u3059\u308b\u304b\u3001\u307e\u305f\u306f <strong>\u65b0\u3057\u3044\u30ef\u30fc\u30af\u30b7\u30fc\u30c8<\/strong> \u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u5225\u306e\u30b7\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<h4>\u30b9\u30c6\u30c3\u30d75\uff1a\u5206\u6790\u306e\u5b9f\u884c<\/h4>\n\n\n\n<ol>\n<li>\u30af\u30ea\u30c3\u30af <strong>OK<\/strong> \u3067ANOVA\u3092\u5b9f\u884c\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u30a8\u30af\u30bb\u30eb\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4e3b\u8981\u306a\u7d50\u679c\u3092\u542b\u3080\u51fa\u529b\u8868\u3092\u4f5c\u6210\u3059\u308b\u3002 <strong>F\u7d71\u8a08\u91cf<\/strong>, <strong>p\u5024<\/strong>\u305d\u3057\u3066 <strong>ANOVA\u306e\u8981\u7d04<\/strong>.<\/li>\n<\/ol>\n\n\n\n<h4>\u30b9\u30c6\u30c3\u30d76\uff1a\u7d50\u679c\u306e\u89e3\u91c8<\/h4>\n\n\n\n<ol>\n<li><strong>F\u7d71\u8a08<\/strong>:\u3053\u306e\u5024\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u9593\u306b\u6709\u610f\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002<\/li>\n\n\n\n<li><strong>p\u5024<\/strong>:\n<ul>\n<li>\u3082\u3057 <strong>p &lt; 0.05<\/strong>\u3068\u3044\u3046\u5e30\u7121\u4eee\u8aac\u304c\u68c4\u5374\u3055\u308c\u3001\u7fa4\u5e73\u5747\u9593\u306b\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u308b\u3002<\/li>\n\n\n\n<li>\u3082\u3057 <strong>p \u2265 0.05<\/strong>\u3068\u3044\u3046\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3067\u304d\u305a\u3001\u7fa4\u5e73\u5747\u9593\u306b\u6709\u610f\u5dee\u304c\u306a\u3044\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30ec\u30d3\u30e5\u30fc <strong>\u30b0\u30eb\u30fc\u30d7\u9593<\/strong> \u3068 <strong>\u30b0\u30eb\u30fc\u30d7\u5185<\/strong> \u3070\u3089\u3064\u304d\u306e\u539f\u56e0\u3092\u7406\u89e3\u3059\u308b\u3002<\/li>\n<\/ol>\n\n\n\n<h4>\u30b9\u30c6\u30c3\u30d77\uff1a\u4e8b\u5f8c\u30c6\u30b9\u30c8\u306e\u5b9f\u65bd\uff08\u8a72\u5f53\u3059\u308b\u5834\u5408\uff09<\/h4>\n\n\n\n<p>Excel\u306e\u7d44\u307f\u8fbc\u307fANOVA\u30c4\u30fc\u30eb\u306f\u3001\uff08Tukey's HSD\u306e\u3088\u3046\u306a\uff09\u30dd\u30b9\u30c8\u30fb\u30db\u30c3\u30af\u691c\u5b9a\u3092\u81ea\u52d5\u7684\u306b\u5b9f\u884c\u3057\u307e\u305b\u3093\u3002ANOVA\u306e\u7d50\u679c\u304c\u6709\u610f\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u5834\u5408\u3001\u624b\u52d5\u3067\u4e00\u5bfe\u6bd4\u8f03\u3092\u884c\u3046\u304b\u3001\u8ffd\u52a0\u306e\u7d71\u8a08\u30bd\u30d5\u30c8\u3092\u4f7f\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2>\u7d50\u8ad6&nbsp;<\/h2>\n\n\n\n<p>\u7d50\u8ad6 ANOVA\u306f\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u8a55\u4fa1\u3059\u308b\u30ed\u30d0\u30b9\u30c8\u306a\u30c6\u30af\u30cb\u30c3\u30af\u3092\u63d0\u4f9b\u3057\u3001\u7d71\u8a08\u89e3\u6790\u306b\u304a\u3044\u3066\u4e0d\u53ef\u6b20\u306a\u30c4\u30fc\u30eb\u3068\u3057\u3066\u969b\u7acb\u3063\u3066\u3044\u308b\u3002ANOVA\u3092\u7406\u89e3\u3057\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u306f\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3044\u3001\u7814\u7a76\u304b\u3089\u610f\u5473\u306e\u3042\u308b\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3055\u307e\u3056\u307e\u306a\u6cbb\u7642\u6cd5\uff0c\u6559\u80b2\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\uff0c\u884c\u52d5\u4ecb\u5165\u306a\u3069\uff0cANOVA\u306f\uff0c\u5065\u5168\u306a\u7d71\u8a08\u5206\u6790\u304c\u69cb\u7bc9\u3055\u308c\u308b\u57fa\u790e\u3092\u63d0\u4f9b\u3057\u307e\u3059\uff0eANOVA\u304c\u63d0\u4f9b\u3059\u308b\u5229\u70b9\u306f\u3001\u30c7\u30fc\u30bf\u306e\u3070\u3089\u3064\u304d\u3092\u7814\u7a76\u3057\u7406\u89e3\u3059\u308b\u80fd\u529b\u3092\u8457\u3057\u304f\u5411\u4e0a\u3055\u305b\u3001\u6700\u7d42\u7684\u306b\u306f\u3001\u7814\u7a76\u304a\u3088\u3073\u305d\u308c\u4ee5\u5916\u306b\u304a\u3044\u3066\u3001\u3088\u308a\u591a\u304f\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002  ANOVA\u3082t\u691c\u5b9a\u3082\u5e73\u5747\u5024\u3092\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u624b\u6cd5\u3067\u3059\u304c\u3001\u305d\u306e\u9055\u3044\u3068\u5fdc\u7528\u3092\u8a8d\u8b58\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u306f\u81ea\u5206\u306e\u7814\u7a76\u306b\u6700\u3082\u9069\u3057\u305f\u7d71\u8a08\u624b\u6cd5\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u7814\u7a76\u7d50\u679c\u306e\u6b63\u78ba\u3055\u3068\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u3082\u3063\u3068\u8aad\u3080 <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC6813708\">\u3053\u308c<\/a>!<\/p>\n\n\n\n<h2>Mind the Graph\u3067ANOVA\u306e\u7d50\u679c\u3092\u30d3\u30b8\u30e5\u30a2\u30eb\u306a\u5091\u4f5c\u306b\u5909\u3048\u308b<\/h2>\n\n\n\n<p>\u5206\u6563\u5206\u6790\u306f\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3060\u304c\u3001\u305d\u306e\u7d50\u679c\u306e\u63d0\u793a\u306f\u3057\u3070\u3057\u3070\u8907\u96d1\u306b\u306a\u308b\u3002 <a href=\"https:\/\/mindthegraph.com\/science-figures\/?utm_source=blog&amp;utm_medium=cta-final&amp;utm_campaign=conversion\">Mind the Graph<\/a> \u306f\u3001\u30c1\u30e3\u30fc\u30c8\u3001\u30b0\u30e9\u30d5\u3001\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002\u5909\u52d5\u6027\uff0c\u7fa4\u9593\u5dee\uff0c\u4e8b\u5f8c\u5206\u6790\u306e\u3044\u305a\u308c\u306e\u7d50\u679c\u3092\u793a\u3059\u5834\u5408\u3067\u3082\uff0c\u5f0a\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\uff0c\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u660e\u77ad\u3055\u3068\u95a2\u4e0e\u3092\u4fdd\u8a3c\u3057\u307e\u3059\uff0e\u4eca\u3059\u3050ANOVA\u7d50\u679c\u3092\u8aac\u5f97\u529b\u306e\u3042\u308b\u30d3\u30b8\u30e5\u30a2\u30eb\u306b\u5909\u63db\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2>\u7d71\u8a08\u5206\u6790\u53ef\u8996\u5316\u306e\u4e3b\u306a\u6a5f\u80fd<\/h2>\n\n\n\n<ol>\n<li><strong>\u30b0\u30e9\u30d5\u30fb\u30c1\u30e3\u30fc\u30c8\u30c4\u30fc\u30eb<\/strong>: <a href=\"https:\/\/mindthegraph.com\/science-figures\/?utm_source=blog&amp;utm_medium=cta-final&amp;utm_campaign=conversion\">Mind the Graph<\/a> \u306f\u3001ANOVA\u3001t\u691c\u5b9a\u3001\u56de\u5e30\u5206\u6790\u306e\u3088\u3046\u306a\u7d71\u8a08\u691c\u5b9a\u306e\u7d50\u679c\u3092\u8868\u793a\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u306a\u68d2\u30b0\u30e9\u30d5\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3001\u6563\u5e03\u56f3\u3001\u5186\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u69d8\u3005\u306a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3057\u3001\u30b0\u30e9\u30d5\u306e\u5916\u89b3\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u4e3b\u8981\u306a\u30d1\u30bf\u30fc\u30f3\u3084\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5dee\u7570\u3092\u7c21\u5358\u306b\u5f37\u8abf\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7d71\u8a08\u306e\u6982\u5ff5\u3068\u30a2\u30a4\u30b3\u30f3<\/strong>:\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u7d71\u8a08\u7684\u6982\u5ff5\u306e\u8aac\u660e\u306b\u5f79\u7acb\u3064\u3001\u79d1\u5b66\u7684\u306b\u6b63\u78ba\u306a\u30a2\u30a4\u30b3\u30f3\u3084\u30a4\u30e9\u30b9\u30c8\u304c\u5e45\u5e83\u304f\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u30b0\u30e9\u30d5\u306b\u6ce8\u91c8\u3092\u8ffd\u52a0\u3057\u3066\u3001\u5e73\u5747\u5dee\u3001\u6a19\u6e96\u504f\u5dee\u3001\u4fe1\u983c\u533a\u9593\u3001p\u5024\u306a\u3069\u306e\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u7d71\u8a08\u5b66\u3092\u6df1\u304f\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u8074\u8846\u306b\u8907\u96d1\u306a\u5206\u6790\u3092\u8aac\u660e\u3059\u308b\u969b\u306b\u7279\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30c7\u30b6\u30a4\u30f3<\/strong>:Mind the Graph\u306f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30c7\u30b6\u30a4\u30f3\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u81ea\u5206\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u30b0\u30e9\u30d5\u306e\u5916\u89b3\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7814\u7a76\u8005\u306f\u3001\u7279\u5b9a\u306e\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u30b9\u30bf\u30a4\u30eb\u3084\u51fa\u7248\u57fa\u6e96\u306b\u5408\u308f\u305b\u3066\u3001\u8272\u3001\u30d5\u30a9\u30f3\u30c8\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u67d4\u8edf\u6027\u306f\u3001\u7814\u7a76\u8ad6\u6587\u3001\u30dd\u30b9\u30bf\u30fc\u3001\u5b66\u4f1a\u767a\u8868\u7528\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4f5c\u6210\u306b\u7279\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3068\u5171\u6709\u30aa\u30d7\u30b7\u30e7\u30f3<\/strong>:\u76ee\u7684\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u4f5c\u6210\u3057\u305f\u5f8c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u69d8\u3005\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\uff08PNG\u3001PDF\u3001SVG\u306a\u3069\uff09\u3067\u30b0\u30e9\u30d5\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u3001\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u51fa\u7248\u7269\u3001\u30ec\u30dd\u30fc\u30c8\u306b\u542b\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u3084\u305d\u306e\u4ed6\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u76f4\u63a5\u5171\u6709\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3001\u7814\u7a76\u6210\u679c\u3092\u8fc5\u901f\u306b\u5e83\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u89e3\u91c8\u306e\u5f37\u5316<\/strong>:Mind the Graph\u306f\u3001\u7d71\u8a08\u5206\u6790\u3092\u8996\u899a\u7684\u306b\u8868\u73fe\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u7d71\u8a08\u7d50\u679c\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5f37\u5316\u3057\u3001\u30c7\u30fc\u30bf\u3092\u3088\u308a\u8eab\u8fd1\u306a\u3082\u306e\u306b\u3057\u307e\u3059\u3002\u30d3\u30b8\u30e5\u30a2\u30eb\u306a\u8868\u73fe\u306f\u3001\u50be\u5411\u3001\u76f8\u95a2\u3001\u5dee\u7570\u3092\u5f37\u8abf\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001ANOVA\u3084\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u5206\u6790\u304b\u3089\u5c0e\u304d\u51fa\u3055\u308c\u308b\u7d50\u8ad6\u306e\u660e\u77ad\u3055\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<h2>\u7d71\u8a08\u5206\u6790\u306bMind the Graph\u3092\u4f7f\u7528\u3059\u308b\u5229\u70b9<\/h2>\n\n\n\n<ul>\n<li><strong>\u660e\u78ba\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3<\/strong>:\u7d71\u8a08\u7d50\u679c\u3092\u8996\u899a\u7684\u306b\u8868\u793a\u3059\u308b\u6a5f\u80fd\u306f\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3068\u975e\u5c02\u9580\u5bb6\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3068\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u3001\u7406\u89e3\u3068\u95a2\u4e0e\u3092\u9ad8\u3081\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30fb\u30a2\u30d4\u30fc\u30eb<\/strong>:\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u3067\u6d17\u7df4\u3055\u308c\u305f\u30d3\u30b8\u30e5\u30a2\u30eb\u306f\u3001\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3067\u30a4\u30f3\u30d1\u30af\u30c8\u306e\u3042\u308b\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6642\u9593\u306e\u7bc0\u7d04<\/strong>:\u30ab\u30b9\u30bf\u30e0\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u4f5c\u6210\u3057\u305f\u308a\u3001\u8907\u96d1\u306a\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u3053\u306a\u3059\u306e\u306b\u6642\u9593\u3092\u8cbb\u3084\u3059\u4ee3\u308f\u308a\u306b\u3001Mind the Graph\u306f\u3042\u3089\u304b\u3058\u3081\u69cb\u7bc9\u3055\u308c\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3068\u4f7f\u3044\u3084\u3059\u3044\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3001\u30d7\u30ed\u30bb\u30b9\u3092\u5408\u7406\u5316\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/mindthegraph.com\/science-figures\/?utm_source=blog&amp;utm_medium=cta-final&amp;utm_campaign=conversion\">Mind the Graph<\/a> \u306f\u3001\u7d71\u8a08\u7684\u77e5\u898b\u3092\u660e\u77ad\u304b\u3064\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u3067\u89e3\u91c8\u3057\u3084\u3059\u3044\u65b9\u6cd5\u3067\u63d0\u793a\u3057\u305f\u3044\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u306e\u3088\u308a\u826f\u3044\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4fc3\u9032\u3059\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><a href=\"https:\/\/mindthegraph.com\/science-figures\/?utm_source=blog&amp;utm_medium=cta-final&amp;utm_campaign=conversion\"><img decoding=\"async\" loading=\"lazy\" width=\"651\" height=\"174\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/07\/mind-the-graph.png\" alt=\"Mind the Graph\u306e\u30ed\u30b4\u306f\u3001\u7814\u7a76\u8005\u3084\u6559\u80b2\u8005\u306e\u305f\u3081\u306e\u79d1\u5b66\u7684\u30a4\u30e9\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u30c7\u30b6\u30a4\u30f3\u30c4\u30fc\u30eb\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002\" class=\"wp-image-54844\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/07\/mind-the-graph.png 651w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/07\/mind-the-graph-300x80.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/07\/mind-the-graph-18x5.png 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/07\/mind-the-graph-100x27.png 100w\" sizes=\"(max-width: 651px) 100vw, 651px\" \/><\/a><figcaption class=\"wp-element-caption\">Mind the Graph <a href=\"https:\/\/mindthegraph.com\/science-figures\/?utm_source=blog&amp;utm_medium=cta-final&amp;utm_campaign=conversion\">\u79d1\u5b66\u30a4\u30e9\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u30c7\u30b6\u30a4\u30f3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/a>.<\/figcaption><\/figure>","protected":false},"excerpt":{"rendered":"<p>\u5206\u6563\u5206\u6790\uff08ANOVA\uff09\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u7a2e\u985e\u3001\u5fdc\u7528\u3001\u305d\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u7d71\u8a08\u8abf\u67fb\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u304b\u3092\u5b66\u3073\u307e\u3059\u3002<\/p>","protected":false},"author":42,"featured_media":55919,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[978,961,977],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Mastering the Analysis of Variance: Techniques and Applications - Mind the Graph Blog<\/title>\n<meta name=\"description\" content=\"Learn about the analysis of variance (ANOVA), its types, applications, and how it enhances statistical research accuracy.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/ja\/analysis-of-variance\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mastering the Analysis of Variance: Techniques and Applications - Mind the Graph Blog\" \/>\n<meta property=\"og:description\" content=\"Learn about the analysis of variance (ANOVA), its types, applications, and how it enhances statistical research accuracy.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mindthegraph.com\/blog\/ja\/analysis-of-variance\/\" \/>\n<meta property=\"og:site_name\" content=\"Mind the Graph Blog\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-12T12:20:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-25T12:25:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2025\/02\/analysis_of_variance.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1124\" \/>\n\t<meta property=\"og:image:height\" content=\"613\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Purv Desai\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Purv Desai\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"15\u5206\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Mastering the Analysis of Variance: 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