{"id":767,"date":"2023-07-28T19:57:40","date_gmt":"2023-07-28T19:57:40","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e5%8f%8c%e6%96%b9%e5%90%91%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e3%82%a8%e3%82%af%e3%82%bb%e3%83%ab\/"},"modified":"2023-07-28T19:57:40","modified_gmt":"2023-07-28T19:57:40","slug":"%e5%8f%8c%e6%96%b9%e5%90%91%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e3%82%a8%e3%82%af%e3%82%bb%e3%83%ab","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e5%8f%8c%e6%96%b9%e5%90%91%e5%88%86%e6%95%a3%e5%88%86%e6%9e%90%e3%82%a8%e3%82%af%e3%82%bb%e3%83%ab\/","title":{"rendered":"Excel \u3067\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\/\" target=\"_blank\" rel=\"noopener\">\u4e8c\u5143\u914d\u7f6e ANOVA<\/a> (\u300c\u5206\u6563\u5206\u6790\u300d) \u306f\u30012 \u3064\u306e\u56e0\u5b50\u306b\u5206\u5272\u3055\u308c\u305f 3 \u3064\u4ee5\u4e0a\u306e\u72ec\u7acb\u3057\u305f\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u9593\u306b\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Excel \u3067\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b: Excel \u3067\u306e\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u690d\u7269\u5b66\u8005\u306f\u3001\u690d\u7269\u306e\u6210\u9577\u304c\u65e5\u5149\u3078\u306e\u66dd\u9732\u3084\u6c34\u3084\u308a\u306e\u983b\u5ea6\u306b\u3088\u3063\u3066\u5f71\u97ff\u3092\u53d7\u3051\u308b\u304b\u3069\u3046\u304b\u3092\u77e5\u308a\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u5f7c\u5973\u306f 40 \u500b\u306e\u7a2e\u3092\u690d\u3048\u3001\u65e5\u5149\u3078\u306e\u66dd\u9732\u3084\u6c34\u3084\u308a\u306e\u983b\u5ea6\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u6761\u4ef6\u3067 2 \u304b\u6708\u9593\u6210\u9577\u3055\u305b\u307e\u3059\u3002 2 \u304b\u6708\u5f8c\u3001\u5f7c\u5973\u306f\u5404\u690d\u7269\u306e\u9ad8\u3055\u3092\u8a18\u9332\u3057\u307e\u3059\u3002\u7d50\u679c\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-1451 size-full\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/2wayanova1.png\" alt=\"Excel \u306e\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u30c6\u30fc\u30d6\u30eb\" width=\"392\" height=\"241\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4e0a\u306e\u8868\u3067\u306f\u3001\u5404\u6761\u4ef6\u306e\u7d44\u307f\u5408\u308f\u305b\u3067 5 \u3064\u306e\u690d\u7269\u304c\u683d\u57f9\u3055\u308c\u305f\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u30015 \u3064\u306e\u690d\u7269\u3092\u6bce\u65e5\u6c34\u3084\u308a\u3001\u65e5\u5149\u3092\u5f53\u3066\u305a\u306b\u80b2\u3066\u305f\u3068\u3053\u308d\u30012 \u304b\u6708\u5f8c\u306e\u9ad8\u3055\u306f 4.8 \u30a4\u30f3\u30c1\u30014.4 \u30a4\u30f3\u30c1\u30013.2 \u30a4\u30f3\u30c1\u30013.9 \u30a4\u30f3\u30c1\u30014.4 \u30a4\u30f3\u30c1\u3067\u3057\u305f\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-1453 size-full\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/2wayanova2.png\" alt=\"Excel \u306e\u4e8c\u5143\u914d\u7f6e ANOVA \u30c7\u30fc\u30bf\" width=\"392\" height=\"241\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u624b\u9806\u3092\u4f7f\u7528\u3057\u3066\u3001\u3053\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 1: \u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u30d1\u30c3\u30af\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>[\u30c7\u30fc\u30bf]<\/strong>\u30bf\u30d6\u3067\u3001 <strong>[\u30c7\u30fc\u30bf\u5206\u6790]<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5292 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/deuxsampexcel3.png\" alt=\"Excel \u306e\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u30d1\u30c3\u30af \u30aa\u30d7\u30b7\u30e7\u30f3\" width=\"446\" height=\"170\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><em>\u3053\u308c\u304c\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u306a\u3044\u5834\u5408\u306f\u3001\u307e\u305a<a href=\"https:\/\/statorials.org\/ja\/excel\u3066\u3099\u5206\u6790\u30c4\u30fc\u30eb\u30cf\u309a\u30c3\u30af\u3092\u30ed\u30fc\u30c8\u3099\u3059\u308b\u65b9\u6cd5\/\" target=\"_blank\" rel=\"noopener\">\u7121\u6599\u306e Data Analysis Toolpak \u3092\u30ed\u30fc\u30c9\u3059\u308b<\/a>\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/em><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. Anova \u3092\u9078\u629e\u3057\u307e\u3059: \u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f34\u3046 2 \u3064\u306e\u8981\u7d20<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>[Anova: Two-Factor With Replication]<\/strong>\u3068\u3044\u3046\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3057\u3001 <strong>[OK]<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8269 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/deuxwayexcel1.png\" alt=\"\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u305f Excel Anova 2 \u8981\u7d20\" width=\"412\" height=\"217\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u6587\u8108\u3067\u306f\u3001\u300c\u8907\u88fd\u300d\u3068\u306f\u3001\u5404\u30b0\u30eb\u30fc\u30d7\u306b\u8907\u6570\u306e\u89b3\u6e2c\u5024\u304c\u3042\u308b\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u591a\u304f\u306e\u690d\u7269\u306f\u65e5\u5149\u306b\u3055\u3089\u3055\u308c\u305a\u3001\u6bce\u65e5\u306e\u6c34\u3084\u308a\u3082\u884c\u308f\u305a\u306b\u683d\u57f9\u3055\u308c\u307e\u3057\u305f\u3002\u4ee3\u308f\u308a\u306b\u3001\u5404\u6761\u4ef6\u306e\u7d44\u307f\u5408\u308f\u305b\u3067 1 \u3064\u306e\u690d\u7269\u306e\u307f\u3092\u683d\u57f9\u3059\u308b\u5834\u5408\u306f\u3001\u300c\u8907\u88fd\u306a\u3057\u300d\u3092\u4f7f\u7528\u3057\u307e\u3059\u304c\u3001\u30b5\u30f3\u30d7\u30eb \u30b5\u30a4\u30ba\u306f\u306f\u308b\u304b\u306b\u5c0f\u3055\u304f\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3. \u5fc5\u8981\u306a\u5024\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u6b21\u306e\u5024\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u5165\u529b\u7bc4\u56f2:<\/strong>\u30d8\u30c3\u30c0\u30fc\u3092\u542b\u3080\u3001\u30c7\u30fc\u30bf\u304c\u914d\u7f6e\u3055\u308c\u3066\u3044\u308b\u30bb\u30eb\u306e\u7bc4\u56f2\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u30b5\u30f3\u30d7\u30eb\u3054\u3068\u306e\u884c:<\/strong>\u5404\u30b5\u30f3\u30d7\u30eb\u306b\u306f 5 \u3064\u306e\u690d\u7269\u304c\u3042\u308b\u305f\u3081\u3001\u300c5\u300d\u3068\u5165\u529b\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u30a2\u30eb\u30d5\u30a1:<\/strong>\u4f7f\u7528\u3059\u308b\u6709\u610f\u6c34\u6e96\u3092\u9078\u629e\u3057\u307e\u3059\u3002 0.05\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u51fa\u529b\u7bc4\u56f2:<\/strong>\u4e8c\u5143\u914d\u7f6e ANOVA \u51fa\u529b\u3092\u8868\u793a\u3059\u308b\u30bb\u30eb\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u30bb\u30eb $G$4 \u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/span> <\/li>\n<\/ul>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-1455 size-full\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/2wayanova5.jpg\" alt=\"Excel \u3067\u306e\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u306e\u4f8b\" width=\"478\" height=\"478\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 4: \u7d50\u679c\u3092\u89e3\u91c8\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>[OK]<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u306e\u7d50\u679c\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-1457 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/2wayanova6-1.jpg\" alt=\"\" width=\"626\" height=\"575\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6700\u521d\u306e 3 \u3064\u306e\u8868\u306f\u3001\u5404\u30b0\u30eb\u30fc\u30d7\u306e\u8981\u7d04\u7d71\u8a08\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u6bce\u65e5\u6c34\u3092\u4e0e\u3048\u305f\u304c\u65e5\u5149\u304c\u5f53\u305f\u3089\u306a\u304b\u3063\u305f\u690d\u7269\u306e\u5e73\u5747\u9ad8\u3055\u306f<strong>4.14<\/strong>\u30a4\u30f3\u30c1\u3067\u3057\u305f\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6bce\u9031\u6c34\u3092\u4e0e\u3048\u3001\u5f31\u3044\u65e5\u5149\u3092\u53d7\u3051\u3066\u3044\u308b\u690d\u7269\u306e\u5e73\u5747\u9ad8\u3055\u306f<strong>5.22<\/strong>\u30a4\u30f3\u30c1\u3067\u3057\u305f\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6bce\u65e5\u6c34\u3092\u4e0e\u3048\u3089\u308c\u305f\u3059\u3079\u3066\u306e\u690d\u7269\u306e\u5e73\u5747\u9ad8\u3055\u306f<strong>5.115<\/strong>\u30a4\u30f3\u30c1\u3067\u3057\u305f\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6bce\u9031\u6c34\u3092\u4e0e\u3048\u3089\u308c\u305f\u3059\u3079\u3066\u306e\u690d\u7269\u306e\u5e73\u5747\u9ad8\u3055\u306f<strong>5.15<\/strong>\u30a4\u30f3\u30c1\u3067\u3057\u305f\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5f37\u3044\u65e5\u5149\u306b\u3055\u3089\u3055\u308c\u305f\u3059\u3079\u3066\u306e\u690d\u7269\u306e\u5e73\u5747\u9ad8\u3055\u306f<strong>5.55<\/strong>\u30a4\u30f3\u30c1\u3067\u3057\u305f\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u7b49\u3005\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6700\u5f8c\u306e\u8868\u306f\u3001\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u306e\u7d50\u679c\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u6b21\u306e\u3053\u3068\u304c\u89b3\u5bdf\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u6c34\u3084\u308a\u306e\u983b\u5ea6\u3068\u65e5\u5149\u3078\u306e\u66dd\u9732\u306e\u9593\u306e\u76f8\u4e92\u4f5c\u7528\u306e p \u5024\u306f<strong>0.310898<\/strong>\u3067\u3057\u305f\u3002\u3053\u308c\u306f\u30010.05 \u30a2\u30eb\u30d5\u30a1 \u30ec\u30d9\u30eb\u3067\u306f\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6c34\u3084\u308a\u983b\u5ea6\u306e p \u5024\u306f<strong>0.975975<\/strong>\u3067\u3057\u305f\u3002\u3053\u308c\u306f\u30010.05 \u30a2\u30eb\u30d5\u30a1 \u30ec\u30d9\u30eb\u3067\u306f\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u65e5\u5149\u66dd\u9732\u306e p \u5024\u306f<strong>3.9E-8 (0.000000039)<\/strong>\u3067\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u30a2\u30eb\u30d5\u30a1 \u30ec\u30d9\u30eb 0.05 \u3067\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3089\u306e\u7d50\u679c\u306f\u3001\u65e5\u5149\u3078\u306e\u66dd\u9732\u304c\u8349\u4e08\u306b\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u552f\u4e00\u306e\u8981\u56e0\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u76f8\u4e92\u4f5c\u7528\u52b9\u679c\u304c\u306a\u3044\u305f\u3081\u3001\u65e5\u5149\u66dd\u9732\u306e\u5f71\u97ff\u306f\u6c34\u3084\u308a\u983b\u5ea6\u306e\u5404\u30ec\u30d9\u30eb\u3067\u4e00\u8cab\u3057\u3066\u3044\u307e\u3059\u3002\u7c21\u5358\u306b\u8a00\u3048\u3070\u3001\u690d\u7269\u306b\u6bce\u65e5\u6c34\u3084\u308a\u3092\u3059\u308b\u304b\u6bce\u9031\u6c34\u3092\u3084\u308b\u304b\u306f\u3001\u65e5\u5149\u3078\u306e\u66dd\u9732\u304c\u690d\u7269\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u306f\u5f71\u97ff\u3057\u307e\u305b\u3093\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e8c\u5143\u914d\u7f6e ANOVA (\u300c\u5206\u6563\u5206\u6790\u300d) 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