{"id":4480,"date":"2025-12-24T20:32:55","date_gmt":"2025-12-24T11:32:55","guid":{"rendered":"https:\/\/best-biostatistics.com\/toukei-er\/?p=4480"},"modified":"2025-12-24T20:32:58","modified_gmt":"2025-12-24T11:32:58","slug":"how-to-write-regression-analysis-results-from-the-meaning-of-numeric-values-to-writing-examples","status":"publish","type":"post","link":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/how-to-write-regression-analysis-results-from-the-meaning-of-numeric-values-to-writing-examples\/","title":{"rendered":"\u56de\u5e30\u5206\u6790\u306e\u7d50\u679c\u306e\u66f8\u304d\u65b9\uff1a\u6570\u5024\u306e\u610f\u5473\u304b\u3089\u8a18\u8ff0\u4f8b\u307e\u3067\u89e3\u8aac"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u56de\u5e30\u5206\u6790\u306e\u7d50\u679c\u3092\u30ec\u30dd\u30fc\u30c8\u3084\u30d6\u30ed\u30b0\u306b\u307e\u3068\u3081\u308b\u969b\u3001\u3069\u306e\u6570\u5024\u3092\u62fe\u3044\u3001\u3069\u3046\u8868\u73fe\u3059\u3079\u304d\u304b\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u521d\u5fc3\u8005\u304c\u5fc5\u8981\u6700\u4f4e\u9650\u62bc\u3055\u3048\u308b\u3079\u304d\u30dd\u30a4\u30f3\u30c8\u3092\u7c21\u6f54\u306b\u89e3\u8aac\u3059\u308b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u679c\u3068\u3057\u3066\u8868\u793a\u3059\u308b\u6570\u5024<\/h2>\n\n\n\n<p>\u5206\u6790\u30bd\u30d5\u30c8\u306e\u51fa\u529b\u7d50\u679c\u304b\u3089\u3001\u307e\u305a\u4ee5\u4e0b\u306e3\u70b9\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u504f\u56de\u5e30\u4fc2\u6570\uff08$B$ \u307e\u305f\u306f $\\beta$\uff09<\/strong>\uff1a\u8981\u56e0\u304c1\u5358\u4f4d\u5909\u5316\u3057\u305f\u969b\u3001\u7d50\u679c\u304c\u3069\u308c\u304f\u3089\u3044\u5909\u5316\u3059\u308b\u304b\u3092\u793a\u3059\u3002\u504f\u56de\u5e30\u4fc2\u6570\u306f\u91cd\u56de\u5e30\u5206\u6790\u306e\u3068\u304d\u3067\u3042\u308a\u3001\u5358\u56de\u5e30\u5206\u6790\u306e\u5834\u5408\u306f\u3001\u5358\u306b\u56de\u5e30\u4fc2\u6570\u3068\u306a\u308b\u3002<\/li>\n\n\n\n<li><strong>$p$\u5024\uff08\u6709\u610f\u78ba\u7387\uff09<\/strong>\uff1a\u305d\u306e\u7d50\u679c\u304c\u5076\u7136\u3067\u306f\u306a\u3044\u304b\u3092\u793a\u3059\u6307\u6a19\uff08\u4e00\u822c\u306b0.05\u672a\u6e80\u3067\u3042\u308c\u3070\u300c\u6709\u610f\u300d\uff09\u3002<\/li>\n\n\n\n<li><strong>\u6c7a\u5b9a\u4fc2\u6570\uff08$R^2$\uff09<\/strong>\uff1a\u30e2\u30c7\u30eb\u304c\u30c7\u30fc\u30bf\u3092\u3069\u308c\u304f\u3089\u3044\u8aac\u660e\u3067\u304d\u3066\u3044\u308b\u304b\uff08\u5f53\u3066\u306f\u307e\u308a\u306e\u826f\u3055\uff09\u3092\u793a\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u306a\u305c\u305d\u306e\u6570\u5024\u304c\u5fc5\u8981\u304b<\/h3>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u6570\u5024\u306f\u3001\u5206\u6790\u306e\u300c\u4fe1\u983c\u6027\u300d\u3068\u300c\u5f71\u97ff\u5ea6\u300d\u3092\u5ba2\u89b3\u7684\u306b\u793a\u3059\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002\u7279\u306b$p$\u5024\u304c\u793a\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u3001\u305d\u306e\u7d50\u679c\u304c\u7d71\u8a08\u7684\u306b\u610f\u5473\u306e\u3042\u308b\u3082\u306e\u304b\u5224\u65ad\u3067\u304d\u306a\u3044\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u679c\u306e\u8a18\u8ff0\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u7d50\u679c\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u81ea\u5206\u306e\u610f\u898b\u3092\u6392\u9664\u3057\u3001\u5206\u6790\u3067\u5f97\u3089\u308c\u305f<strong>\u4e8b\u5b9f\u306e\u307f<\/strong>\u3092\u6de1\u3005\u3068\u8a18\u8ff0\u3059\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a18\u8ff0\u306e\u30dd\u30a4\u30f3\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3069\u306e\u3088\u3046\u306a\u56de\u5e30\u5206\u6790\u3092\u884c\u3063\u305f\u304b\u3092\u660e\u8a18\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u6c7a\u5b9a\u4fc2\u6570\u3092\u793a\u3057\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u4f1d\u3048\u308b\u3002<\/li>\n\n\n\n<li>\u5404\u5909\u6570\u306e\u4fc2\u6570\u3068$p$\u5024\u3092\u793a\u3057\u3001\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5f71\u97ff\u304c\u3042\u3063\u305f\u304b\u3092\u8ff0\u3079\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7d50\u679c\u306e\u8a18\u8ff0\u4f8b<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u300c\u30a2\u30a4\u30b9\u306e\u58f2\u4e0a\u300d\u3092\u76ee\u7684\u5909\u6570\u3001\u300c\u6700\u9ad8\u6c17\u6e29\u300d\u3092\u8aac\u660e\u5909\u6570\u3068\u3057\u3066\u5358\u56de\u5e30\u5206\u6790\u3092\u884c\u3063\u305f\u3002\u5206\u6790\u306e\u7d50\u679c\u3001\u6c7a\u5b9a\u4fc2\u6570\u306f $R^2 = 0.65$ \u3067\u3042\u3063\u305f\u3002\u6700\u9ad8\u6c17\u6e29\u306e\u56de\u5e30\u4fc2\u6570\u306f $B = 12.5$\uff08$p &lt; 0.05$\uff09\u3067\u3042\u308a\u3001\u6c17\u6e29\u306f\u58f2\u4e0a\u306b\u5bfe\u3057\u3066\u6b63\u306e\u65b9\u5411\u306b\u6709\u610f\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u305f\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div id=\"biost-3996171309\" 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\">\u89e3\u91c8\u306e\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u6570\u5024\u306e\u5831\u544a\u304c\u7d42\u308f\u3063\u305f\u3089\u3001\u6b21\u306b\u305d\u306e\u6570\u5024\u304c\u4f55\u3092\u610f\u5473\u3059\u308b\u306e\u304b\u3092\u300c\u89e3\u91c8\u300d\u3059\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u89e3\u91c8\u306f\u300c\u8003\u5bdf\u300d\u306b\u66f8\u304f<\/h3>\n\n\n\n<p>\u521d\u5fc3\u8005\u304c\u6df7\u540c\u3057\u3084\u3059\u3044\u304c\u3001\u300c\u4e8b\u5b9f\uff08\u7d50\u679c\uff09\u300d\u3068\u300c\u610f\u898b\uff08\u8003\u5bdf\uff09\u300d\u306f\u660e\u78ba\u306b\u5206\u3051\u308b\u306e\u304c\u30eb\u30fc\u30eb\u3067\u3042\u308b\u3002\u89e3\u91c8\u306f\u3001\u6570\u5024\u304b\u3089\u4f55\u304c\u8a00\u3048\u308b\u306e\u304b\u3092\u793e\u4f1a\u7684\u306a\u6587\u8108\u3084\u5b9f\u52d9\u306b\u843d\u3068\u3057\u8fbc\u3093\u3067\u8a18\u8ff0\u3059\u308b\u5834\u6240\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u89e3\u91c8\u306e\u8a18\u8ff0\u4f8b<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u5206\u6790\u7d50\u679c\u304b\u3089\u3001\u6c17\u6e29\u304c1\u5ea6\u4e0a\u6607\u3059\u308b\u3054\u3068\u306b\u3001\u58f2\u4e0a\u304c\u5e73\u5747\u3057\u306612.5\u500b\u5897\u52a0\u3059\u308b\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u308b\u3002\u3053\u306e\u3053\u3068\u304b\u3089\u3001\u590f\u5b63\u306e\u5728\u5eab\u7ba1\u7406\u306b\u304a\u3044\u3066\u6c17\u6e29\u4e88\u5831\u3092\u9023\u52d5\u3055\u305b\u308b\u3053\u3068\u306f\u3001\u6a5f\u4f1a\u640d\u5931\u3092\u9632\u3050\u4e0a\u3067\u6709\u52b9\u306a\u6226\u7565\u3067\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u56de\u5e30\u5206\u6790\u306e\u7d50\u679c\u3092\u66f8\u304f\u969b\u306f\u3001\u4ee5\u4e0b\u306e\u6d41\u308c\u3092\u5b88\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u5fc5\u8981\u306a\u6570\u5024\uff08\u4fc2\u6570\u3001$p$\u5024\u3001\u6c7a\u5b9a\u4fc2\u6570\uff09\u3092\u6b63\u3057\u304f\u63d0\u793a\u3059\u308b\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u300c\u7d50\u679c\u300d\u306b\u306f\u5ba2\u89b3\u7684\u306a\u4e8b\u5b9f\u306e\u307f\u3092\u66f8\u304f\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u300c\u8003\u5bdf\u300d\u3067\u3001\u305d\u306e\u6570\u5024\u304c\u6301\u3064\u610f\u5473\u3084\u80cc\u666f\u3092\u89e3\u91c8\u3059\u308b\u3002<\/strong><\/li>\n<\/ol>\n\n\n\n<p>\u3053\u306e\u578b\u3092\u610f\u8b58\u3059\u308b\u3053\u3068\u3067\u3001\u521d\u5fc3\u8005\u3067\u3082\u8ad6\u7406\u7684\u3067\u8aac\u5f97\u529b\u306e\u3042\u308b\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\u3002<\/p>\n\n\n\n\n\n\n\n<h2 class=\"wp-block-heading\">\u304a\u3059\u3059\u3081\u66f8\u7c4d<\/h2>\n\n\n\n<p><a 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