{"id":282,"date":"2022-07-18T00:00:00","date_gmt":"2022-07-17T15:00:00","guid":{"rendered":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/analysis-of-deviance-in-logistic-regression-model\/"},"modified":"2024-09-23T14:31:32","modified_gmt":"2024-09-23T05:31:32","slug":"analysis-of-deviance-in-logistic-regression-model","status":"publish","type":"post","link":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/analysis-of-deviance-in-logistic-regression-model\/","title":{"rendered":"Analysis of Deviance \u306e\u610f\u5473\u3068 EZR SPSS JMP \u3067\u306e\u8a08\u7b97\u7d50\u679c"},"content":{"rendered":"\n<p>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306e\u7d50\u679c\u3067\u51fa\u529b\u3055\u308c\u308b\u3001Analysis of Deviance\uff08EZR\uff09\u3001\u30e2\u30c7\u30eb\u4fc2\u6570\u306e\u30aa\u30e0\u30cb\u30d0\u30b9\u691c\u5b9a\uff08SPSS\uff09\u3001\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u691c\u5b9a\uff08JMP\uff09\u3068\u306f\u4f55\u304b\uff1f<\/p>\n\n\n\n<p>\u4e00\u8a00\u3067\u8a00\u3048\u3070\u3001\u30e2\u30c7\u30eb\u306e\u7d71\u8a08\u5b66\u7684\u6709\u610f\u6027\u306e\u691c\u5b9a\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306b\u304a\u3051\u308bDeviance\u3068\u306f\u4f55\u304b\">\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306b\u304a\u3051\u308bDeviance\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n\n\n\n<p>Deviance\uff08\u30c7\u30d3\u30a2\u30f3\u30b9\uff09\u3068\u306f\u3001\u5bfe\u6570\u5c24\u5ea6\u306b\u30fc\uff12\u3092\u304b\u3051\u305f\u3082\u306e\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u5bfe\u6570\u5c24\u5ea6\u304c\u5927\u304d\u3044\u3053\u3068\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30e2\u30c7\u30eb\u3078\u306e\u5f53\u3066\u306f\u307e\u308a\u304c\u826f\u3044\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u5bfe\u6570\u5c24\u5ea6\u306b\u30fc\uff12\u304c\u304b\u304b\u3063\u305f\u30c7\u30d3\u30a2\u30f3\u30b9\u304c\u5927\u304d\u3044\u3053\u3068\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30e2\u30c7\u30eb\u3078\u306e\u5f53\u3066\u306f\u307e\u308a\u306e\u60aa\u3055\u3092\u610f\u5473\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u5bfe\u6570\u5c24\u5ea6\u306f\u5c24\u5ea6\u306e\u5bfe\u6570\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3067\u306f\u5c24\u5ea6\u3068\u306f\u4f55\u304b\u3002<\/p>\n\n\n\n<p>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306b\u304a\u3051\u308b\u5c24\u5ea6 L \u306f\u3001\u30e2\u30c7\u30eb\u304b\u3089\u8a08\u7b97\u3055\u308c\u308b\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3042\u308a\u306e\u4e88\u6e2c\u78ba\u7387 $ \\hat{p} $ \u3068\u306a\u3057\u306e\u4e88\u6e2c\u78ba\u7387 $ \\hat{q} $ \u3092\u5168\u90e8\u639b\u3051\u5408\u308f\u305b\u305f\u3082\u306e\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u4e0b\u8a18\u306e\u5f0f\u306f\u6dfb\u3048\u5b57\u3092\u7701\u7565\u3057\u3066\u3044\u308b\u7c21\u7565\u7248\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>$$ L = \\prod \\hat{p} \\prod \\hat{q} $$<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u3001$ \\prod $ \u306f\u3001\u639b\u3051\u5408\u308f\u305b\u308b\u3068\u3044\u3046\u8a18\u53f7\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5c24\u5ea6\u306e\u5bfe\u6570\u3092\u3068\u308b\u3068\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306b\u304a\u3051\u308b\u5bfe\u6570\u5c24\u5ea6\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<p>\u639b\u3051\u5408\u308f\u305b\u306e\u8a18\u53f7 $ \\prod $ \u306f\u3001\u5bfe\u6570\u306e\u4e16\u754c\u3067\u306f\u3001\u8db3\u3057\u5408\u308f\u305b\u306e\u8a18\u53f7 $ \\sum $ \u306b\u5909\u308f\u308a\u3001\u8db3\u3057\u7b97\u306b\u5909\u308f\u308b\u3002<\/p>\n\n\n\n<p>$$ \\log{L} = \\sum \\log \\hat{p} + \\sum \\log \\hat{q} $$<\/p>\n\n\n\n<p>\u3053\u306e\u5bfe\u6570\u5c24\u5ea6\u306e\u30fc\uff12\u500d\u304c\u5c0f\u3055\u3044\u307b\u3046\u304c\u5f53\u3066\u306f\u307e\u308a\u304c\u826f\u3044\u3068\u3044\u3046\u6307\u6a19\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306b\u304a\u3051\u308b-Analysis-of-Deviance-\u3068\u306f\u4f55\u304b\">\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306b\u304a\u3051\u308b Analysis of Deviance \u3068\u306f\u4f55\u304b\uff1f<\/h2>\n\n\n\n<p>\u691c\u8a0e\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u8aac\u660e\u5909\u6570\u304c\u6295\u5165\u3055\u308c\u3066\u3044\u308b\u30e2\u30c7\u30eb\u306e\u30c7\u30d3\u30a2\u30f3\u30b9\u3068\u3001\u4f55\u304b\u3092\u6bd4\u3079\u3066\u3001\u3088\u3057\u3042\u3057\u3092\u5224\u5b9a\u3059\u308b\u306e\u304c Analysis of Deviance\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u4f55\u3068\u6bd4\u3079\u308b\u306e\u304b\u3068\u8a00\u3046\u3068\u3001\u8aac\u660e\u5909\u6570\u304c\u4e00\u3064\u3082\u6295\u5165\u3055\u308c\u3066\u3044\u306a\u3044\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u306a\u306e\u3067\u3001\u8aac\u660e\u5909\u6570\u304c\u5b8c\u5168\u306b\u30e9\u30f3\u30c0\u30e0\u3067\u3001\u307e\u3063\u305f\u304f\u4f55\u3082\u8aac\u660e\u3057\u306a\u3044\u610f\u5473\u306e\u306a\u3044\u5909\u6570\u3067\u306a\u3044\u9650\u308a\u3001\u5fc5\u305a\u610f\u5473\u304c\u3042\u308b\u3068\u3044\u3046\u7d50\u679c\u304c\u8fd4\u3063\u3066\u304f\u308b\u3002<\/p>\n\n\n\n<p>\u3059\u306a\u308f\u3061\u3001\u7d71\u8a08\u5b66\u7684\u6709\u610f\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<p>Analysis of Deviance\u304c\u7d71\u8a08\u5b66\u7684\u6709\u610f\u3067\u306a\u3044\u5834\u5408\u306f\u3001\u305d\u306e\u8aac\u660e\u5909\u6570\u306b\u3088\u308b\u30e2\u30c7\u30eb\u306f\u7d71\u8a08\u5b66\u7684\u306b\u306f\u610f\u5473\u304c\u3042\u308b\u3068\u306f\u8a00\u3048\u306a\u3044\u3002<\/p>\n\n\n\n<div id=\"biost-3961062058\" class=\"biost- biost-entity-placement\"><p style=\"text-align: center;\"><span style=\"font-size: 20px;\"><strong><a href=\"https:\/\/best-biostatistics.com\/kmhl\">\uff1e\uff1e\u3082\u3046\u7d71\u8a08\u3067\u60a9\u3080\u306e\u306f\u7d42\u308f\u308a\u306b\u3057\u307e\u305b\u3093\u304b\uff1f\u00a0<\/a><\/strong><\/span><\/p>\r\n<a href=\"https:\/\/best-biostatistics.com\/kmhl\"><img class=\"aligncenter wp-image-2794 size-full\" src=\"https:\/\/best-biostatistics.com\/wp\/wp-content\/uploads\/2023\/11\/bn_r_03.png\" alt=\"\" width=\"500\" height=\"327\" \/><\/a>\r\n<p style=\"text-align: center;\"><span style=\"color: #ff0000; font-size: 20px;\"><strong><span class=\"marker2\">\u21911\u4e07\u4eba\u4ee5\u4e0a\u306e\u533b\u7642\u5f93\u4e8b\u8005\u304c\u8cfc\u8aad\u4e2d<\/span><\/strong><\/span><\/p><\/div><h2 class=\"wp-block-heading\" id=\"EZR\u306b\u304a\u3051\u308bAnalysis-of-Deviance\u306e\u51fa\u529b\">EZR\u306b\u304a\u3051\u308bAnalysis of Deviance\u306e\u51fa\u529b<\/h2>\n\n\n\n<p>\u6027\u5225\u3001\u5e74\u9f62\u3001\u4f53\u91cd\u3067\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u8aac\u660e\u3059\u308b\u30e2\u30c7\u30eb\u3092\u8003\u3048\u305f\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u4f55\u3082\u8aac\u660e\u5909\u6570\u304c\u6295\u5165\u3055\u308c\u3066\u3044\u306a\u3044Model\uff12\u3068\u6bd4\u8f03\u3057\u305f\u3068\u304d\u306b\u3001p\u5024\u306f0.0004597\u3067\u3001\u6709\u610f\u6c34\u6e96\uff15\uff05\u3068\u3059\u308b\u3068\u3001\u7d71\u8a08\u5b66\u7684\u6709\u610f\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001\u3053\u306e\u30e2\u30c7\u30eb\u306f\u7d71\u8a08\u5b66\u7684\u306b\u610f\u5473\u304c\u3042\u308b\u3068\u8a00\u3048\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"785\" height=\"260\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/07\/20220717201215.png\" alt=\"\" class=\"wp-image-1774\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/07\/20220717201215.png 785w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/07\/20220717201215-300x99.png 300w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/07\/20220717201215-768x254.png 768w\" sizes=\"(max-width: 785px) 100vw, 785px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"SPSS\u306b\u304a\u3051\u308bAnalysis-of-Deviance--\u30e2\u30c7\u30eb\u4fc2\u6570\u306e\u30aa\u30e0\u30cb\u30d0\u30b9\u691c\u5b9a\">SPSS\u306b\u304a\u3051\u308bAnalysis of Deviance \u2192 \u30e2\u30c7\u30eb\u4fc2\u6570\u306e\u30aa\u30e0\u30cb\u30d0\u30b9\u691c\u5b9a<\/h2>\n\n\n\n<p>SPSS\u306e\u5834\u5408\u306f\u3001\u30e2\u30c7\u30eb\u4fc2\u6570\u306e\u30aa\u30e0\u30cb\u30d0\u30b9\u691c\u5b9a\u3068\u30bf\u30a4\u30c8\u30eb\u304c\u3064\u3044\u3066\u3044\u308b\u8868\u306e\u300c\u30e2\u30c7\u30eb\u300d\u3068\u3044\u3046\u884c\u3092\u898b\u308b\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u7d50\u679c\u304c\u7d71\u8a08\u5b66\u7684\u6709\u610f\u304b\u3069\u3046\u304b\u3067\u3001\u30e2\u30c7\u30eb\u306e\u6709\u610f\u6027\u304c\u5224\u5b9a\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"389\" height=\"223\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/07\/20220717201851.png\" alt=\"\" class=\"wp-image-1775\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/07\/20220717201851.png 389w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/07\/20220717201851-300x172.png 300w\" sizes=\"(max-width: 389px) 100vw, 389px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"JMP\u306b\u304a\u3051\u308bAnalysis-of-Deviance--\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u691c\u5b9a\">JMP\u306b\u304a\u3051\u308bAnalysis of Deviance \u2192 \u30e2\u30c7\u30eb\u5168\u4f53\u306e\u691c\u5b9a<\/h2>\n\n\n\n<p>JMP\u306e\u5834\u5408\u306f\u3001\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u691c\u5b9a\u306ep\u5024\u3092\u898b\u3066\u3001\u5224\u65ad\u3059\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"410\" height=\"111\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/07\/20220717202213.png\" alt=\"\" class=\"wp-image-1776\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/07\/20220717202213.png 410w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/07\/20220717202213-300x81.png 300w\" sizes=\"(max-width: 410px) 100vw, 410px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u3061\u306a\u307f\u306b\u3001JMP\u306f\u5bfe\u6570\u5c24\u5ea6\u304c\u30fc\uff12\u500d\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u30fc\uff11\u500d\u3067\u3042\u308b\u306e\u3067\u3001EZR\u3068\u6bd4\u3079\u308b\u3068Model\uff11\uff08JMP\u3067\u306f\u5b8c\u5168\uff09\u3068Model\uff12\uff08JMP\u3067\u306f\u7e2e\u5c0f\uff09\u3068\u3082\u306b\u534a\u5206\u306e\u5024\u306b\u306a\u3063\u3066\u3044\u308b\u3002JMP\u306f\u305d\u306e\u3088\u3046\u306a\u4ed5\u69d8\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7d71\u8a08\u30bd\u30d5\u30c8<\/th><th>\u30e2\u30c7\u30eb<\/th><th>-2 x or -1 x \u5bfe\u6570\u5c24\u5ea6<\/th><\/tr><\/thead><tbody><tr><td>EZR<\/td><td>Model 1<\/td><td>74.601<\/td><\/tr><tr><td>JMP<\/td><td>\u5b8c\u5168<\/td><td>37.301<\/td><\/tr><tr><td>EZR<\/td><td>Model 2<\/td><td>92.508<\/td><\/tr><tr><td>JMP<\/td><td>\u7e2e\u5c0f<\/td><td>46.254<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6700\u7d42\u7684\u306a\u30ab\u30a4\uff12\u4e57\uff08\u30c7\u30d3\u30a2\u30f3\u30b9\uff09\u306f\u7d76\u5bfe\u5024\u3067\u540c\u4e00\u3067\u3042\u308b\uff0817.907 = 92.508 &#8211; 74.601\uff09\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306b\u304a\u3051\u308bAnalysis of Deviance\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306e\u6709\u610f\u6027\u3092\u5224\u65ad\u3059\u308b\u691c\u5b9a\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>SPSS\u3067\u306f\u3001\u30e2\u30c7\u30eb\u4fc2\u6570\u306e\u30aa\u30e0\u30cb\u30d0\u30b9\u691c\u5b9a\u3068\u547c\u3070\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>JMP\u3067\u306f\u3001\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u691c\u5b9a\u3068\u547c\u3070\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u53c2\u8003\u306b\u306a\u308c\u3070\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u53c2\u8003\u66f8\u7c4d\">\u53c2\u8003\u66f8\u7c4d<\/h2>\n\n\n\n<p>SPSS\u306b\u3088\u308b\u5fdc\u7528\u591a\u5909\u91cf\u89e3\u6790<\/p>\n\n\n\n<div class=\"hatena-asin-detail\"><a href=\"https:\/\/www.amazon.co.jp\/dp\/4274050114?tag=ttyotani-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" class=\"hatena-asin-detail-image-link\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/m.media-amazon.com\/images\/I\/51vIHrtJRuL._SL500_.jpg\" class=\"hatena-asin-detail-image\" alt=\"SPSS\u306b\u3088\u308b\u5fdc\u7528\u591a\u5909\u91cf\u89e3\u6790\" title=\"SPSS\u306b\u3088\u308b\u5fdc\u7528\u591a\u5909\u91cf\u89e3\u6790\"><\/a>\n<div class=\"hatena-asin-detail-info\">\n<p class=\"hatena-asin-detail-title\"><a href=\"https:\/\/www.amazon.co.jp\/dp\/4274050114?tag=ttyotani-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" target=\"_blank\" rel=\"noopener\">SPSS\u306b\u3088\u308b\u5fdc\u7528\u591a\u5909\u91cf\u89e3\u6790<\/a><\/p>\n<ul class=\"hatena-asin-detail-meta\">\n<li><span class=\"hatena-asin-detail-label\">\u4f5c\u8005:<\/span><a href=\"https:\/\/d.hatena.ne.jp\/keyword\/%BB%B0%CE%D8%20%C5%AF\" class=\"keyword\">\u4e09\u8f2a \u54f2<\/a>,<a href=\"https:\/\/d.hatena.ne.jp\/keyword\/%CE%D3%20%CD%BA%CE%BC\" class=\"keyword\">\u6797 \u96c4\u4eae<\/a><\/li>\n<li>\u30aa\u30fc\u30e0\u793e<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.amazon.co.jp\/dp\/4274050114?tag=ttyotani-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" class=\"asin-detail-buy\" target=\"_blank\" rel=\"noopener\">Amazon<\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u304a\u3059\u3059\u3081\u66f8\u7c4d\">\u304a\u3059\u3059\u3081\u66f8\u7c4d<\/h2>\n\n\n\n<p>EZR\u516c\u5f0f\u30de\u30cb\u30e5\u30a2\u30eb<\/p>\n\n\n\n<div class=\"hatena-asin-detail\"><a href=\"https:\/\/www.amazon.co.jp\/dp\/449810918X?tag=ttyotani-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" class=\"hatena-asin-detail-image-link\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/m.media-amazon.com\/images\/I\/51ouXcnW2-L._SL500_.jpg\" class=\"hatena-asin-detail-image\" alt=\"EZR\u3067\u3084\u3055\u3057\u304f\u5b66\u3076\u7d71\u8a08\u5b66 \u6539\u8a023\u7248 \u301cEBM\u306e\u5b9f\u8df5\u304b\u3089\u81e8\u5e8a\u7814\u7a76\u307e\u3067\u301c\" title=\"EZR\u3067\u3084\u3055\u3057\u304f\u5b66\u3076\u7d71\u8a08\u5b66 \u6539\u8a023\u7248 \u301cEBM\u306e\u5b9f\u8df5\u304b\u3089\u81e8\u5e8a\u7814\u7a76\u307e\u3067\u301c\"><\/a>\n<div class=\"hatena-asin-detail-info\">\n<p class=\"hatena-asin-detail-title\"><a href=\"https:\/\/www.amazon.co.jp\/dp\/449810918X?tag=ttyotani-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" target=\"_blank\" rel=\"noopener\">EZR\u3067\u3084\u3055\u3057\u304f\u5b66\u3076\u7d71\u8a08\u5b66 \u6539\u8a023\u7248 \u301cEBM\u306e\u5b9f\u8df5\u304b\u3089\u81e8\u5e8a\u7814\u7a76\u307e\u3067\u301c<\/a><\/p>\n<ul class=\"hatena-asin-detail-meta\">\n<li><span class=\"hatena-asin-detail-label\">\u4f5c\u8005:<\/span><a href=\"https:\/\/d.hatena.ne.jp\/keyword\/%BF%C0%C5%C4%20%C1%B1%BF%AD\" class=\"keyword\">\u795e\u7530 \u5584\u4f38<\/a><\/li>\n<li>\u4e2d\u5916\u533b\u5b66\u793e<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.amazon.co.jp\/dp\/449810918X?tag=ttyotani-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" class=\"asin-detail-buy\" target=\"_blank\" rel=\"noopener\">Amazon<\/a><\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306e\u7d50\u679c\u3067\u51fa\u529b\u3055\u308c\u308b\u3001Analysis of Deviance\uff08EZR\uff09\u3001\u30e2\u30c7\u30eb\u4fc2\u6570\u306e\u30aa\u30e0\u30cb\u30d0\u30b9\u691c\u5b9a\uff08SPSS\uff09\u3001\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u691c\u5b9a\uff08JMP\uff09\u3068\u306f\u4f55\u304b\uff1f \u4e00\u8a00\u3067\u8a00\u3048\u3070\u3001\u30e2\u30c7\u30eb\u306e\u7d71\u8a08\u5b66\u7684\u6709\u610f\u6027\u306e\u691c\u5b9a\u3067\u3042\u308b\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[4,88,13,24],"tags":[],"class_list":["post-282","post","type-post","status-publish","format-standard","hentry","category-ezr","category-jmp","category-spss","category-24"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts\/282","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/comments?post=282"}],"version-history":[{"count":3,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts\/282\/revisions"}],"predecessor-version":[{"id":1781,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts\/282\/revisions\/1781"}],"wp:attachment":[{"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/media?parent=282"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/categories?post=282"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/tags?post=282"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}