{"id":1621,"date":"2023-07-25T15:02:33","date_gmt":"2023-07-25T15:02:33","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e6%ae%8b%e5%b7%ae%e5%88%86%e6%95%a3\/"},"modified":"2023-07-25T15:02:33","modified_gmt":"2023-07-25T15:02:33","slug":"%e6%ae%8b%e5%b7%ae%e5%88%86%e6%95%a3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e6%ae%8b%e5%b7%ae%e5%88%86%e6%95%a3\/","title":{"rendered":"\u6b8b\u7559\u30ae\u30e3\u30c3\u30d7\u3068\u306f\u4f55\u3067\u3059\u304b? (\u5b9a\u7fa9&amp;#038;\u4f8b)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u6b8b\u5dee\u5206\u6563<\/strong>(\u300c\u8aac\u660e\u4e0d\u80fd\u306a\u5206\u6563\u300d\u3068\u3082\u547c\u3070\u308c\u307e\u3059) \u306f\u3001\u30e2\u30c7\u30eb\u5909\u6570\u3067\u306f\u8aac\u660e\u3067\u304d\u306a\u3044\u30e2\u30c7\u30eb\u5185\u306e\u5206\u6563\u3092\u6307\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u5206\u6563\u304c\u9ad8\u304f\u306a\u308b\u307b\u3069\u3001\u30e2\u30c7\u30eb\u304c\u30c7\u30fc\u30bf\u306e\u5909\u52d5\u3092\u8aac\u660e\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b8b\u5dee\u5206\u6563\u306f\u30012 \u3064\u306e\u7570\u306a\u308b\u7d71\u8a08\u30e2\u30c7\u30eb\u306e\u7d50\u679c\u306b\u73fe\u308c\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. ANOVA:<\/strong> 3 \u3064\u4ee5\u4e0a\u306e\u72ec\u7acb\u3057\u305f\u30b0\u30eb\u30fc\u30d7\u306e\u5e73\u5747\u3092\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \u56de\u5e30:<\/strong> 1 \u3064\u4ee5\u4e0a\u306e\u4e88\u6e2c\u5909\u6570\u3068<a href=\"https:\/\/statorials.org\/ja\/\u5909\u6570\u306e\u8aac\u660e\u5fdc\u7b54\/\" target=\"_blank\" rel=\"noopener\">\u5fdc\u7b54\u5909\u6570<\/a>\u306e\u9593\u306e\u95a2\u4fc2\u3092\u5b9a\u91cf\u5316\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u3053\u308c\u3089\u306e\u5404\u65b9\u6cd5\u3067\u6b8b\u5dee\u5206\u6563\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>ANOVA \u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u5206\u6563<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">ANOVA (\u5206\u6563\u5206\u6790) \u30e2\u30c7\u30eb\u3092\u5f53\u3066\u306f\u3081\u308b\u305f\u3073\u306b\u3001\u6b21\u306e\u3088\u3046\u306a ANOVA \u30c6\u30fc\u30d6\u30eb\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-16075 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/varresiduelle1.png\" alt=\"ANOVA \u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u5206\u6563\" width=\"511\" height=\"140\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">ANOVA \u30e2\u30c7\u30eb\u304b\u3089\u306e\u6b8b\u5dee\u5206\u6563\u5024\u306f\u3001<strong>\u30b0\u30eb\u30fc\u30d7\u5185<\/strong>\u5909\u52d5\u306e SS (\u300c\u5e73\u65b9\u548c\u300d) \u5217\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u5024\u306f\u300c\u4e8c\u4e57\u8aa4\u5dee\u306e\u5408\u8a08\u300d\u3068\u3082\u547c\u3070\u308c\u3001\u6b21\u306e\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u03a3(X <sub>ij<\/sub> \u2013 <span style=\"text-decoration: overline;\">X<\/span> <sub>j<\/sub> ) <sup>2<\/sup><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u03a3<\/strong> : \u300c\u548c\u300d\u3092\u610f\u5473\u3059\u308b\u30ae\u30ea\u30b7\u30e3\u8a9e\u306e\u8a18\u53f7<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>X <sub>ij<\/sub><\/strong> : \u30b0\u30eb\u30fc\u30d7 j \u306e<sup>i \u756a\u76ee\u306e<\/sup>\u89b3\u6e2c\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong><span style=\"text-decoration: overline;\">X<\/span> <sub>j<\/sub><\/strong> : \u30b0\u30eb\u30fc\u30d7 j \u306e\u5e73\u5747<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4e0a\u8a18\u306e ANOVA \u30e2\u30c7\u30eb\u3067\u306f\u3001\u6b8b\u5dee\u5206\u6563\u304c 1100.6 \u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u6b8b\u5dee\u5206\u6563\u304c\u300c\u9ad8\u3044\u300d\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u306b\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u5185\u306e\u5e73\u5747\u5e73\u65b9\u548c\u3068\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5e73\u5747\u5e73\u65b9\u548c\u3092\u8a08\u7b97\u3057\u3001\u305d\u306e 2 \u3064\u306e\u6bd4\u3092\u6c42\u3081\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001ANOVA \u8868\u306e\u5168\u4f53\u7684\u306a F \u5024\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">F = MS<sub>\u304c\u5165\u308b<\/sub>\/ MS<sub>\u304c\u5165\u308b<\/sub><\/span><\/li>\n<li><span style=\"color: #000000;\">F = 96.1 \/ 40.76296<\/span><\/li>\n<li> <span style=\"color: #000000;\">F = 2.357<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4e0a\u8a18\u306e ANOVA \u8868\u306e F \u5024\u306f 2.357 \u3067\u3001\u5bfe\u5fdc\u3059\u308b p \u5024\u306f 0.113848 \u3067\u3059\u3002\u3053\u306e p \u5024\u306f \u03b1 = 0.05 \u4ee5\u4e0a\u3067\u3042\u308b\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u5341\u5206\u306a\u8a3c\u62e0\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u3001\u6bd4\u8f03\u3057\u3066\u3044\u308b\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5e73\u5747\u5dee\u304c\u5927\u5e45\u306b\u7570\u306a\u308b\u3068\u8a00\u3048\u308b\u5341\u5206\u306a\u8a3c\u62e0\u304c\u306a\u3044\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u3001ANOVA \u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u5206\u6563\u304c\u3001\u30e2\u30c7\u30eb\u304c\u5b9f\u969b\u306b\u8aac\u660e\u3067\u304d\u308b\u5909\u52d5\u3068\u6bd4\u8f03\u3057\u3066\u9ad8\u3044\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u5206\u6563<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u56de\u5e30\u30e2\u30c7\u30eb\u3067\u306f\u3001\u6b8b\u5dee\u5206\u6563\u306f\u3001\u4e88\u6e2c\u30c7\u30fc\u30bf \u30dd\u30a4\u30f3\u30c8\u3068\u89b3\u6e2c\u30c7\u30fc\u30bf \u30dd\u30a4\u30f3\u30c8\u306e\u5dee\u306e\u4e8c\u4e57\u548c\u3068\u3057\u3066\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u3088\u3046\u306b\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u03a3(\u0177 <sub>i<\/sub> \u2013 y <sub>i<\/sub> ) <sup>2<\/sup><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u03a3<\/strong> : \u300c\u548c\u300d\u3092\u610f\u5473\u3059\u308b\u30ae\u30ea\u30b7\u30e3\u8a9e\u306e\u8a18\u53f7<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u0177 <sub>i<\/sub> :<\/strong>\u4e88\u6e2c\u3055\u308c\u305f\u30c7\u30fc\u30bf\u70b9<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>y <sub>i<\/sub> :<\/strong>\u89b3\u6e2c\u3055\u308c\u305f\u30c7\u30fc\u30bf\u70b9<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u5f53\u3066\u306f\u3081\u308b\u3068\u3001\u901a\u5e38\u306f\u6b21\u306e\u3088\u3046\u306a\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-16077\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/varresiduel2-1.png\" alt=\"\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u5206\u6563\" width=\"488\" height=\"404\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">ANOVA \u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u5206\u6563\u5024\u306f\u3001\u6b8b\u5dee\u5909\u52d5\u306e SS (\u300c\u5e73\u65b9\u548c\u300d) \u5217\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30e2\u30c7\u30eb\u5185\u306e\u7dcf\u5909\u52d5\u306b\u5bfe\u3059\u308b\u6b8b\u5dee\u5909\u52d5\u306e\u6bd4\u7387\u306f\u3001\u30e2\u30c7\u30eb\u5185\u306e\u4e88\u6e2c\u5909\u6570\u3067\u306f\u8aac\u660e\u3067\u304d\u306a\u3044\u5fdc\u7b54\u5909\u6570\u306e\u5909\u52d5\u306e\u30d1\u30fc\u30bb\u30f3\u30c6\u30fc\u30b8\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u4e0a\u306e\u8868\u3067\u306f\u3001\u3053\u306e\u30d1\u30fc\u30bb\u30f3\u30c6\u30fc\u30b8\u306f\u6b21\u306e\u3088\u3046\u306b\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u8aac\u660e\u3067\u304d\u306a\u3044\u5909\u52d5 = SS \u6b8b\u7559 \/ SS \u5408\u8a08<\/span><\/li>\n<li><span style=\"color: #000000;\">\u8aac\u660e\u3067\u304d\u306a\u3044\u5909\u52d5 = 5.9024 \/ 174.5<\/span><\/li>\n<li><span style=\"color: #000000;\">\u8aac\u660e\u3067\u304d\u306a\u3044\u5909\u52d5 = 0.0338<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u306e\u5024\u306f\u3001\u6b21\u306e\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u8a08\u7b97\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u8aac\u660e\u3067\u304d\u306a\u3044\u5909\u52d5 = 1 \u2013 R <sup>2<\/sup><\/span><\/li>\n<li><span style=\"color: #000000;\">\u8aac\u660e\u3067\u304d\u306a\u3044\u5909\u52d5 = 1 \u2013 0.96617<\/span><\/li>\n<li><span style=\"color: #000000;\">\u8aac\u660e\u3067\u304d\u306a\u3044\u5909\u52d5 = 0.0338<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u30e2\u30c7\u30eb\u306e R \u4e8c\u4e57\u5024\u306f\u3001\u4e88\u6e2c\u5909\u6570\u306b\u3088\u3063\u3066\u8aac\u660e\u3067\u304d\u308b\u5fdc\u7b54\u5909\u6570\u306e\u5909\u52d5\u306e\u30d1\u30fc\u30bb\u30f3\u30c6\u30fc\u30b8\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3057\u305f\u304c\u3063\u3066\u3001\u8aac\u660e\u3067\u304d\u306a\u3044\u5909\u52d5\u304c\u5c11\u306a\u3044\u307b\u3069\u3001\u30e2\u30c7\u30eb\u306f\u4e88\u6e2c\u5909\u6570\u3092\u4f7f\u7528\u3057\u3066\u5fdc\u7b54\u5909\u6570\u306e\u5909\u52d5\u3092\u8aac\u660e\u3059\u308b\u80fd\u529b\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/ja\/\u826f\u597d\u306ar\u4e8c\u4e57\u5024\/\" target=\"_blank\" rel=\"noopener\">\u9069\u5207\u306a R \u4e8c\u4e57\u5024\u306f\u3069\u308c\u304f\u3089\u3044\u3067\u3059\u304b?<\/a><br \/> <a href=\"https:\/\/statorials.org\/ja\/r\u4e8c\u4e57\u30a8\u30af\u30bb\u30eb\/\" target=\"_blank\" rel=\"noopener\">Excel\u3067R\u4e8c\u4e57\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r-\u3092-r-\u306e-2-\u4e57\u306b\/\" target=\"_blank\" rel=\"noopener\">R \u306e R \u4e8c\u4e57\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6b8b\u5dee\u5206\u6563(\u300c\u8aac\u660e\u4e0d\u80fd\u306a\u5206\u6563\u300d\u3068\u3082\u547c\u3070\u308c\u307e\u3059) \u306f\u3001\u30e2\u30c7\u30eb\u5909\u6570\u3067\u306f\u8aac\u660e\u3067\u304d\u306a\u3044\u30e2\u30c7\u30eb\u5185\u306e\u5206\u6563\u3092\u6307\u3057\u307e\u3059\u3002 \u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u5206\u6563\u304c\u9ad8\u304f\u306a\u308b\u307b\u3069\u3001\u30e2\u30c7\u30eb\u304c\u30c7\u30fc\u30bf\u306e\u5909\u52d5\u3092\u8aac\u660e\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002 \u6b8b\u5dee\u5206\u6563\u306f\u30012 \u3064\u306e\u7570\u306a\u308b\u7d71\u8a08\u30e2\u30c7\u30eb\u306e [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-1621","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6b8b\u7559\u30ae\u30e3\u30c3\u30d7\u3068\u306f\u4f55\u3067\u3059\u304b? 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