{"id":263,"date":"2022-08-21T20:55:33","date_gmt":"2022-08-21T11:55:33","guid":{"rendered":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/intercept-of-linear-mixed-model\/"},"modified":"2024-09-21T11:27:41","modified_gmt":"2024-09-21T02:27:41","slug":"intercept-of-linear-mixed-model","status":"publish","type":"post","link":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/intercept-of-linear-mixed-model\/","title":{"rendered":"\u6df7\u5408\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u30e9\u30f3\u30c0\u30e0\u5207\u7247\u306e\u8a71"},"content":{"rendered":"\n<p>\u7e70\u308a\u8fd4\u3057\u8a08\u6e2c\u3055\u308c\u305f\u9023\u7d9a\u30c7\u30fc\u30bf\u3092\u9069\u5207\u306b\u6271\u3046\u305f\u3081\u306b\u5fc5\u8981\u306a\u7dda\u5f62\u6df7\u5408\u30e2\u30c7\u30eb\u3002<\/p>\n\n\n\n<p>\u30e9\u30f3\u30c0\u30e0\u5207\u7247\u30e2\u30c7\u30eb\u304c\u4e00\u756a\u5358\u7d14\u3067\u6709\u540d\u3060\u304c\u3001\u305d\u306e\u5207\u7247\u306f\u3069\u3093\u306a\u3075\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u30e9\u30f3\u30c0\u30e0\u5207\u7247\u30e2\u30c7\u30eb\u306e\u524d\u306b-\u901a\u5e38\u306e\u7dda\u5f62\u30e2\u30c7\u30eb\u306e\u5207\u7247\u306f\u3069\u3093\u306a\u8a08\u7b97\u306b\u306a\u3063\u3066\u3044\u308b\u304b\">\u901a\u5e38\u306e\u7dda\u5f62\u30e2\u30c7\u30eb\u306e\u5207\u7247\u306f\u3069\u3093\u306a\u8a08\u7b97\u306b\u306a\u3063\u3066\u3044\u308b\u304b\uff1f<\/h2>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u9023\u7d9a\u30c7\u30fc\u30bf CDratio1 \u3092 3 \u7fa4\u306eFCZ\u3067\u4e88\u6e2c\u3059\u308b\u7dda\u5f62\u30e2\u30c7\u30eb\u306e\u5834\u5408\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7d50\u679c\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"114\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820210209-1024x114.png\" alt=\"\" class=\"wp-image-1611\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820210209-1024x114.png 1024w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820210209-300x34.png 300w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820210209-768x86.png 768w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820210209.png 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u3053\u306e\u3068\u304dCDratio1\u306e\u4e88\u6e2c\u5024 $ \\hat{Y} $ \u306f\u3001\u4ee5\u4e0b\u306e\u5f0f\u3067\u66f8\u3051\u308b\u3002<\/p>\n\n\n\n<p>$$ \\hat{Y} = 160.10 + (-8.39) X_{FCZ 100-200} + (-2.35) X_{FCZ 400} $$<\/p>\n\n\n\n\n\n\n\n<p>$ X_{FCZ 100-200} $\u3001$ X_{FCZ 400} $ \u306f\u3001\u305d\u308c\u305e\u308c\u306e\u30ab\u30c6\u30b4\u30ea\u3092\u8868\u3059\u30c0\u30df\u30fc\u5909\u6570\u3067\u3042\u308b\u3002\u3069\u3061\u3089\u3082\u30bc\u30ed\u306e\u5834\u5408\u306f\u3001FCZ 0\u7fa4\u3092\u8868\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5f0f\u304b\u3089\u3001\u305d\u308c\u305e\u308c\u306e\u7fa4\u306e\u4e88\u6e2c\u5024\u304c\u3001\u305d\u308c\u305e\u308c\u306e\u7fa4\u306e\u5e73\u5747\u5024\u306b\u4e00\u81f4\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>FCZ 0: 160.10<\/li>\n\n\n\n<li>FCZ 100-200: 160.10 &#8211; 8.39 = 151.71<\/li>\n\n\n\n<li>FCZ 400: 160.10 &#8211; 2.34 = 157.76<\/li>\n<\/ul>\n\n\n\n<p>\u5404\u7fa4\u306e\u5e73\u5747\u5024\u306e\u96c6\u8a08\u5024\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u540c\u3058\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1009\" height=\"228\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820210940.png\" alt=\"\" class=\"wp-image-1612\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820210940.png 1009w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820210940-300x68.png 300w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820210940-768x174.png 768w\" sizes=\"(max-width: 1009px) 100vw, 1009px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u4e0a\u8a18\u8868\u5185\u306f\u3001\u5e73\u5747\u5024\uff08\u6a19\u6e96\u504f\u5dee\uff09\u3067\u96c6\u8a08\u5024\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u30e9\u30f3\u30c0\u30e0\u5207\u7247\u30e2\u30c7\u30eb-\u7dda\u5f62\u6df7\u5408\u30e2\u30c7\u30eb\u306e\u5207\u7247\u306f\u3069\u3093\u306a\u8a08\u7b97\u306b\u306a\u3063\u3066\u3044\u308b\u304b\">\u7dda\u5f62\u6df7\u5408\u30e2\u30c7\u30eb\u306e\u5207\u7247\u306f\u3069\u3093\u306a\u8a08\u7b97\u306b\u306a\u3063\u3066\u3044\u308b\u304b\uff1f<\/h2>\n\n\n\n<p>\u3067\u306f\u3001\u7e70\u308a\u8fd4\u3057\u6e2c\u5b9a\u306e\u7dda\u5f62\u6df7\u5408\u30e2\u30c7\u30eb\u306e\u5834\u5408\u3001\u5207\u7247\u306f\u3069\u3093\u306a\u5024\u306b\u306a\u308b\u306e\u3060\u308d\u3046\u304b\uff1f<\/p>\n\n\n\n<p>CDratio\u306f\u3001\u9031\u3054\u3068\u306b\uff13\u56de\u306e\u7e70\u308a\u8fd4\u3057\u6e2c\u5b9a\u3057\u305f\u5024\u3067\u3001\u305d\u308c\u3092FCZ\u306e\uff13\u7fa4\u3067\u6bd4\u8f03\u3059\u308b\u7dda\u5f62\u6df7\u5408\u30e2\u30c7\u30eb\u3092\u8003\u3048\u308b\u3002<\/p>\n\n\n\n<p>\uff13\u56de\u306e\u7e70\u308a\u8fd4\u3057\u306f\u9694\u9031\u306a\u306e\u3067\u3001Weeks\u3068\u3044\u3046\u5909\u6570\u306b\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u7dda\u5f62\u6df7\u5408\u30e2\u30c7\u30eb\u306e\u89e3\u6790\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"868\" height=\"189\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820211646.png\" alt=\"\" class=\"wp-image-1613\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820211646.png 868w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820211646-300x65.png 300w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820211646-768x167.png 768w\" sizes=\"(max-width: 868px) 100vw, 868px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u5207\u7247\uff08Intercept\uff09\u3092\u898b\u308b\u3068\u3001160.669\u3068\u306a\u3063\u3066\u3044\u3066\u3001\u7dda\u5f62\u30e2\u30c7\u30eb\u306e 160.10 \u3068\u306f\u7570\u306a\u308b\u3002<\/p>\n\n\n\n<p>FCZ \u306e\u3046\u3061\u3001FCZ 0\u306f\u7d50\u679c\u306b\u767b\u5834\u3057\u3066\u304d\u3066\u3044\u306a\u3044\u30ab\u30c6\u30b4\u30ea\u3002<\/p>\n\n\n\n<p>Weeks \u306e\u3046\u3061\u3001CDratio1 \u304c\u7d50\u679c\u306b\u767b\u5834\u3057\u3066\u304d\u3066\u3044\u306a\u3044\u30ab\u30c6\u30b4\u30ea\u3002<\/p>\n\n\n\n<p>\u57fa\u6e96\u30ab\u30c6\u30b4\u30ea FCZ 0 \u304b\u3064 CDratio1 \u306e\u5e73\u5747\u306f\u3001\u4e0a\u8a18\u306e\u8a08\u7b97\u3067\u306f\u5207\u7247\u3067\u3001160.10 \u3067\u3042\u3063\u305f\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001\u3053\u306e\u8a08\u7b97\u7d50\u679c\u306e\u5207\u7247\u306f 160.10 \u3067\u306f\u306a\u3044\u306e\u304b\uff1f\u3068\u3044\u3046\u7591\u554f\u304c\u751f\u3058\u308b\u308f\u3051\u3060\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u305d\u3046\u3067\u306f\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\uff13\u56de\u7e70\u308a\u8fd4\u3057\u6e2c\u5b9a\u3057\u3066\u3044\u308b\u5404\u500b\u4eba\u7279\u6709\u306e\u5207\u7247\u3001\u30e9\u30f3\u30c0\u30e0\u5207\u7247\u304c\u52a0\u5473\u3055\u308c\u3066\u3044\u308b\u304b\u3089\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u7dda\u5f62\u6df7\u5408\u30e2\u30c7\u30eb\u306e\u89e3\u6790\u7d50\u679c\u3067\u3042\u308b\u30a2\u30af\u30c6\u30a3\u30d6\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u3066\u304a\u304d\u3001EZR\u306e\u6a19\u6e96\u30e1\u30cb\u30e5\u30fc\u306e\u30e2\u30c7\u30eb\u2192\u8a08\u7b97\u7d50\u679c\u3092\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4fdd\u5b58 \u3092\u4f7f\u3063\u3066\u3001\u4e88\u6e2c\u5024\u3092\u8a08\u7b97\u3057\u3001\u4fdd\u5b58\u3059\u308b\u3002<\/p>\n\n\n\n<p>fitted.LMM.X \uff08\u4eca\u56de\u306e\u5834\u5408\u306fX\u306f\uff16\uff09\u3068\u3044\u3046\u5909\u6570\u304c\u5897\u3048\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"915\" height=\"592\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820215003.png\" alt=\"\" class=\"wp-image-1614\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820215003.png 915w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820215003-300x194.png 300w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220820215003-768x497.png 768w\" sizes=\"(max-width: 915px) 100vw, 915px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u30a2\u30af\u30c6\u30a3\u30d6\u30e2\u30c7\u30eb\u306branef() \u95a2\u6570\u3092\u5b9f\u884c\u3059\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><span class=\"synIdentifier\">ranef<\/span><span class=\"synSpecial\">(<\/span>LMM.6<span class=\"synSpecial\">)<\/span>\n<\/code><\/pre>\n\n\n\n<p>\u3053\u308c\u306f\u88ab\u9a13\u8005\u3054\u3068\u306e\u5207\u7247\u3001\u3059\u306a\u308f\u3061\u30e9\u30f3\u30c0\u30e0\u5207\u7247\u3092\u51fa\u529b\u3057\u3066\u304f\u308c\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"219\" height=\"592\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203310.png\" alt=\"\" class=\"wp-image-1615\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203310.png 219w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203310-111x300.png 111w\" sizes=\"(max-width: 219px) 100vw, 219px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>Weeks\u304cCDratio1\u306e\u30c7\u30fc\u30bf\u3060\u3051\u6b8b\u3057\u3001\u30e9\u30f3\u30c0\u30e0\u5207\u7247\u3092cbind\u3067\u7d50\u5408\u3057\u3066\u4fdd\u5b58\u3059\u308b\u3002<\/p>\n\n\n\n<p>1\u4ef6\u3001\u6b20\u640d\u5024\u306e\u305b\u3044\u304b\u3001\u30e9\u30f3\u30c0\u30e0\u5207\u7247\u304c\u8a08\u7b97\u3067\u304d\u3066\u3044\u306a\u304b\u3063\u305f\u75c7\u4f8b\u304c\u3042\u308a\u3001\u305d\u308c\u306f\u9664\u3044\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"596\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203515-1024x596.png\" alt=\"\" class=\"wp-image-1616\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203515-1024x596.png 1024w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203515-300x174.png 300w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203515-768x447.png 768w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203515.png 1047w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>X.Intercept. \u304c\u30e9\u30f3\u30c0\u30e0\u5207\u7247\uff08\u88ab\u9a13\u8005\u3054\u3068\u306e\u5207\u7247\uff09\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u6700\u5f8c\u306b\u3001FCZ 0\u7fa4\u3060\u3051\u6b8b\u3057\u3001fitted.LMM.6 \u304b\u3089 X.Intercept. \u3092\u5f15\u304f\u3068\u3001\u3059\u3079\u3066\u540c\u3058160.6686\u3068\u8a08\u7b97\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"596\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203936-1024x596.png\" alt=\"\" class=\"wp-image-1617\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203936-1024x596.png 1024w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203936-300x174.png 300w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203936-768x447.png 768w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/08\/20220821203936.png 1047w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u3053\u308c\u304c\u56fa\u5b9a\u52b9\u679c\u306e\u5207\u7247 160.669\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3053\u3046\u3044\u3046\u95a2\u4fc2\u6027\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u306a\u306e\u3067\u3001FCZ 0\u3067\u3001CDratio1\u3068\u3044\u3046\u5168\u4f53\u5e73\u5747\u306e\u30b0\u30eb\u30fc\u30d7\u3067\u3042\u3063\u3066\u3082\u3001\u4e00\u4eba\u3072\u3068\u308a\u5225\u3005\u306e\u5207\u7247\uff08\u30e9\u30f3\u30c0\u30e0\u5207\u7247\uff09\u3092\u6301\u3063\u3066\u3044\u3066\u3001\u305d\u308c\u304c\u52a0\u5473\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u56fa\u5b9a\u5207\u7247\u306f FCZ 0 \u304b\u3064 CDratio1 \u306e\u5e73\u5747\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3060\u3002<\/p>\n\n\n\n<div id=\"biost-1871889107\" 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 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href=\"http:\/\/daas.la.coocan.jp\/GLM\/10_keiji_data.htm\">\u7d4c\u6642\u6e2c\u5b9a\u30c7\u30fc\u30bf\u306e\u89e3\u6790<\/a><\/p>\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 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rel=\"noopener\">Amazon<\/a><\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u7e70\u308a\u8fd4\u3057\u8a08\u6e2c\u3055\u308c\u305f\u9023\u7d9a\u30c7\u30fc\u30bf\u3092\u9069\u5207\u306b\u6271\u3046\u305f\u3081\u306b\u5fc5\u8981\u306a\u7dda\u5f62\u6df7\u5408\u30e2\u30c7\u30eb\u3002 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