{"id":523,"date":"2018-08-04T22:58:52","date_gmt":"2018-08-04T13:58:52","guid":{"rendered":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/how-to-determine-sample-size-in-non-inferiority-test-with-proportion\/"},"modified":"2025-01-13T17:49:27","modified_gmt":"2025-01-13T08:49:27","slug":"how-to-determine-sample-size-in-non-inferiority-test-with-proportion","status":"publish","type":"post","link":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/how-to-determine-sample-size-in-non-inferiority-test-with-proportion\/","title":{"rendered":"R \u3068 EZR \u3067\u5272\u5408\u306e\u975e\u52a3\u6027\u691c\u5b9a\u306b\u5fc5\u8981\u306a\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"\n<p>\u975e\u52a3\u6027\u691c\u5b9a\u306f\u52a3\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u8a3c\u660e\u3059\u308b\u691c\u5b9a\u3002<\/p>\n\n\n\n<p>\u5272\u5408\u306e\u975e\u52a3\u6027\u691c\u5b9a\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a08\u7b97\u306f\u3069\u3046\u3084\u308b\u304b\uff1f<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u975e\u52a3\u6027\u8a66\u9a13\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u5272\u5408\u306e\u975e\u52a3\u6027\u691c\u5b9aDunnett-Gent\u306e\u65b9\u6cd5\">\u5272\u5408\u306e\u975e\u52a3\u6027\u691c\u5b9a\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a08\u7b97<\/h2>\n\n\n\n<p>\u5404\u5909\u6570\u306e\u610f\u5473\u306f\u3001\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3068\u3059\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>pA\uff1a\u8a66\u9a13\u85ac\u306e\u6709\u52b9\u7387\u3068\u3059\u308b\u3002<\/li>\n\n\n\n<li>pB\uff1a\u6a19\u6e96\u85ac\u306e\u6709\u52b9\u7387\u3068\u3059\u308b\u3002<\/li>\n\n\n\n<li>pB.bar\uff1a\u5e30\u7121\u4eee\u8aacH0: pA=pB-DELTA\u306e\u4e0b\u3067\u63a8\u5b9a\u3055\u308c\u305fpB.star\u306e\u6f38\u8fd1\u5024\u3002<\/li>\n\n\n\n<li>DELTA\uff1a\u81e8\u5e8a\u7684\u306b\u610f\u5473\u306e\u3042\u308b\u6700\u5c0f\u306e\u5dee\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u7247\u50745%\u3001\u691c\u51fa\u738780%\u3092\u4ee5\u4e0b\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u3068\u3059\u308b\u3002<\/p>\n\n\n\n<p>pA\u304cpB-DELTA\u3088\u308a\u3082\u5927\u304d\u3044\u3053\u3068\u3092\u8a3c\u660e\u3057\u305f\u3044\u306e\u3067\u3001\u7247\u5074\u691c\u5b9a\u3060\u3002<\/p>\n\n\n\n<p>R\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>non.inferior.sample.size &lt;- function(pA, pB, DELTA, power=.8, sig.level=.05, alternative=\"one.sided\"){\n  alternative &lt;- match.arg(alternative)\n  tside &lt;- switch(alternative, one.sided = 1, two.sided = 2)\n  delta &lt;- pA-pB\n  pB.bar &lt;- pB+(delta+DELTA)\/2\n  R &lt;- sqrt((pB.bar-DELTA)*(1-pB.bar+DELTA)+pB.bar*(1-pB.bar))\n  S &lt;- sqrt(pA*(1-pA)+pB*(1-pB))\n  Za &lt;- qnorm(sig.level\/tside, lower.tail=FALSE)\n  Zb &lt;- qnorm(power)\n  n &lt;- ((Za*R+Zb*S)\/(delta+DELTA))^2\n  NOTE &lt;- \"n is number in *each* group\"\n  METHOD &lt;- \"Non Inferiority Test Sample Size Calculation (Dunnett-Gent)\"\n  structure(list(n = n, pA = pA, pB = pB, DELTA=DELTA, sig.level = sig.level,\n                 power = power, alternative = alternative, note = NOTE,\n                 method = METHOD), class = \"power.htest\")\n}\n<\/code><\/pre>\n\n\n\n<p>R\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092R\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30b3\u30d4\u30da\u3057\u3066\u304b\u3089\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3057\u3066\u4f7f\u3046\u3002<\/p>\n\n\n\n<p>\u8a66\u9a13\u85ac\u306e\u6709\u52b9\u7387\u304c0.813\u3001\u6a19\u6e96\u85ac\u306e\u6709\u52b9\u7387\u304c0.741\u3001\u81e8\u5e8a\u7684\u306b\u6709\u52b9\u306a\u5dee\u304c0.1\u3001\u691c\u51fa\u529b90%\u3067\u3001\u5fc5\u8981\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u306f\u5404\u7fa4100\u4f8b\u5fc5\u8981\u3068\u8a08\u7b97\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>> non.inferior.sample.size(pA=0.813, pB=0.741, DELTA=.1, power=.9)\n\n     Non Inferiority Test Sample Size Calculation (Dunnett-Gent) \n\n              n = 99.17305\n             pA = 0.813\n             pB = 0.741\n          DELTA = 0.1\n      sig.level = 0.05\n          power = 0.9\n    alternative = one.sided\n\nNOTE: n is number in *each* group<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u975e\u52a3\u6027\u8a66\u9a13\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u5272\u5408\u306e\u975e\u52a3\u6027\u691c\u5b9a\u6700\u5c24\u63a8\u5b9a\u91cf\u306b\u57fa\u3065\u304f\u65b9\u6cd5\">\u6700\u5c24\u63a8\u5b9a\u91cf\u306b\u57fa\u3065\u304f\u5272\u5408\u306e\u975e\u52a3\u6027\u691c\u5b9a\u306e\u305f\u3081\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a08\u7b97<\/h2>\n\n\n\n<p>\u5404\u4ee3\u6570\u306f\u524d\u7bc0\u3068\u540c\u3058\u3002<\/p>\n\n\n\n<p>R\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n\n\n\n<p>\u8a08\u7b97\u304c\u5c11\u3057\u8907\u96d1\u306b\u306a\u308b\u304c\u3001\u4e0a\u8a18\u306e\u8a08\u7b97\u5f0f\u3067\u306f\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u6761\u4ef6\u306e\u5834\u5408\u306a\u3069\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u4e0a\u8a18\u306e\u8a08\u7b97\u65b9\u6cd5\u3067\u3042\u308b\u3068\u6709\u52b9\u7387 100 \uff05 \u306e\u3068\u304d\u306f\u8a08\u7b97\u3067\u304d\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u6700\u5c24\u63a8\u5b9a\u91cf\u306b\u57fa\u3065\u304f\u65b9\u6cd5\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u6975\u7aef\u306a\u5272\u5408\u306b\u5bfe\u3057\u3066\u3082\u5bfe\u5fdc\u53ef\u80fd\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3088\u3063\u3066\u3001\u3044\u3064\u3067\u3082\u3001\u6700\u5c24\u63a8\u5b9a\u91cf\u306b\u57fa\u3065\u304f\u65b9\u6cd5\u3067\u8a08\u7b97\u3059\u308b\u306e\u304c\u826f\u3044\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>non.inferior.sample.size.likelihood &lt;- function(pA, pB, DELTA, power=.8, sig.level=.05, alternative=\"one.sided\"){\n  alternative &lt;- match.arg(alternative)\n  tside &lt;- switch(alternative, one.sided = 1, two.sided = 2)\n  delta &lt;- pA-pB\n  a &lt;- 2\n  b &lt;- -2*pB-2-3*DELTA-delta\n  c &lt;- DELTA^2+2*(1+pB)*DELTA+2*pB+delta\n  d &lt;- -pB*DELTA*(1+DELTA)\n  v &lt;- b^3\/(27*a^3)-(b*c)\/(6*a^2)+d\/(2*a)\n  u &lt;- sign(v)*sqrt(b^2\/(9*a^2)-c\/(3*a))\n  w &lt;- (pi+acos(v\/u^3))\/3\n  pB.star &lt;- 2*u*cos(w)-b\/(3*a)\n  R &lt;- sqrt((pB.star-DELTA)*(1-pB.star+DELTA)+pB.star*(1-pB.star))\n  S &lt;- sqrt(pA*(1-pA)+pB*(1-pB))\n  Za &lt;- qnorm(sig.level\/tside, lower.tail=FALSE)\n  Zb &lt;- qnorm(power)\n  n &lt;- ((Za*R+Zb*S)\/(delta+DELTA))^2\n  NOTE &lt;- \"n is number in *each* group\"\n  METHOD &lt;- \"Non Inferiority Test Sample Size Calculation (Likelihood Method)\"\n  structure(list(n = n, pA = pA, pB = pB, DELTA=DELTA, sig.level = sig.level,\n                 power = power, alternative = alternative, note = NOTE,\n                 method = METHOD), class = \"power.htest\")\n}\n<\/code><\/pre>\n\n\n\n<p>\u524d\u7bc0\u3088\u308a\u5e7e\u5206\u5fc5\u8981\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308a\u3001\u5404\u7fa4102\u4f8b\u5fc5\u8981\u3068\u8a08\u7b97\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>> non.inferior.sample.size.likelihood(pA=0.813, pB=0.741, DELTA=.1, power=.9)\n\n     Non Inferiority Test Sample Size Calculation (Likelihood Method) \n\n              n = 101.4188\n             pA = 0.813\n             pB = 0.741\n          DELTA = 0.1\n      sig.level = 0.05\n          power = 0.9\n    alternative = one.sided\n\nNOTE: n is number in *each* group<\/code><\/pre>\n\n\n\n<div id=\"biost-4062146695\" 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=\"\u975e\u52a3\u6027\u8a66\u9a13\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30baEZR\u3067\u884c\u3046\u65b9\u6cd5\">\u975e\u52a3\u6027\u8a66\u9a13\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3000EZR\u3067\u884c\u3046\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u300c\u7d71\u8a08\u89e3\u6790\u300d\u2192\u300c\u5fc5\u8981\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u306e\u8a08\u7b97\u300d\u2192\u300c2\u7fa4\u306e\u6bd4\u7387\u306e\u6bd4\u8f03\uff08\u975e\u52a3\u6027\uff09\u306e\u305f\u3081\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u306e\u8a08\u7b97\u300d\u3092\u9078\u629e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full figure-image figure-image-fotolife\"><img decoding=\"async\" width=\"910\" height=\"892\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2018\/08\/20210924174748.png\" alt=\"\" class=\"wp-image-2845\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2018\/08\/20210924174748.png 910w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2018\/08\/20210924174748-300x294.png 300w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2018\/08\/20210924174748-768x753.png 768w\" sizes=\"(max-width: 910px) 100vw, 910px\" \/><figcaption class=\"wp-element-caption\">2\u7fa4\u306e\u6bd4\u7387\u306e\u6bd4\u8f03\uff08\u975e\u52a3\u6027\uff09\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a08\u7b97<\/figcaption><\/figure>\n\n\n\n<p>\u5fc5\u8981\u306a\u5024\u3092\u5165\u529b\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u5bfe\u7167\u7fa40.741\u3001\u8a66\u9a13\u7fa40.813\u3001\u975e\u52a3\u6027\u30de\u30fc\u30b8\u30f30.1\u3001\u7247\u5074\u6709\u610f\u6c34\u6e960.05\u3001\u691c\u51fa\u529b90\uff05\u3068\u3059\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full figure-image figure-image-fotolife\"><img decoding=\"async\" width=\"526\" height=\"385\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2018\/08\/20210924175123.png\" alt=\"\" class=\"wp-image-2846\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2018\/08\/20210924175123.png 526w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2018\/08\/20210924175123-300x220.png 300w\" sizes=\"(max-width: 526px) 100vw, 526px\" \/><\/figure>\n\n\n\n<p>\u5fc5\u8981\u306a\u5024\u306e\u5165\u529b<\/p>\n\n\n\n<p>\u51fa\u529b\u7d50\u679c\u306f\u3053\u3061\u3089\u3002<\/p>\n\n\n\n<p>\u5404\u7fa4100\u4f8b\u5fc5\u8981\u3068\u8a08\u7b97\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u6700\u521d\u306b\u7d39\u4ecb\u3057\u305f\u65b9\u6cd5\u3068\u540c\u3058\u7d50\u679c\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u304c\u308f\u304b\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>> SampleProportionNonInf(0.741, 0.813, 0.1, 0.05, 0.9, 1)\n                       \u4eee\u5b9a\nP1                    0.741\nP2                    0.813\n\u610f\u5473\u306e\u3042\u308b\u5dee            0.1\n\u03b1\u30a8\u30e9\u30fc               0.05\n                   \u7247\u5074\u691c\u5b9a\n\u691c\u51fa\u529b                  0.9\n                           \n\u5fc5\u8981\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba \u8a08\u7b97\u7d50\u679c\nN1                      100\nN2                      100<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u975e\u52a3\u6027\u8a66\u9a13\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30baR\u306egsDesign\u30d1\u30c3\u30b1\u30fc\u30b8\u306enBinomial\u95a2\u6570\u3067\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\">\u975e\u52a3\u6027\u8a66\u9a13\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3000R\u306egsDesign\u30d1\u30c3\u30b1\u30fc\u30b8\u306enBinomial()\u95a2\u6570\u3067\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/h2>\n\n\n\n<p>gsDesign\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3001library()\u3067\u547c\u3073\u51fa\u3057\u3066\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u3002<\/p>\n\n\n\n<p>EZR\u3067\u3082R\u30b9\u30af\u30ea\u30d7\u30c8\u753b\u9762\u306b\u30b3\u30d4\u30da\u3057\u3066\u5b9f\u884c\u3059\u308c\u3070\u540c\u3058\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><span class=\"synIdentifier\">install.packages<\/span><span class=\"synSpecial\">(<\/span><span class=\"synConstant\">\"gsDesign\"<\/span><span class=\"synSpecial\">)<\/span> <span class=\"synComment\">#\u4e00\u56de\u3060\u3051<\/span>\n<span class=\"synPreProc\">library<\/span><span class=\"synSpecial\">(<\/span>gsDesign<span class=\"synSpecial\">)<\/span> <span class=\"synComment\">#\u30d1\u30c3\u30b1\u30fc\u30b8\u4f7f\u7528\u6642\u6bce\u56de\u3001\u4e8b\u524d\u306b\u4e00\u56de\u5b9f\u884c<\/span>\n<\/code><\/pre>\n\n\n\n<p>nBinomial()\u3092\u4f7f\u3063\u3066\u8a08\u7b97\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u5fc5\u8981\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u306e\u7d50\u679c\u306f\u30012\u7fa4\u5408\u308f\u305b\u3066\u306e\u4eba\u6570\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u6700\u5c24\u63a8\u5b9a\u91cf\u306b\u57fa\u3065\u304f\u65b9\u6cd5\u3068\u540c\u3058\u7d50\u679c\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><span class=\"synStatement\">&gt;<\/span> <span class=\"synIdentifier\">nBinomial<\/span><span class=\"synSpecial\">(<\/span>p1 <span class=\"synStatement\">=<\/span> <span class=\"synConstant\">0.741<\/span><span class=\"synSpecial\">,<\/span> p2 <span class=\"synStatement\">=<\/span> <span class=\"synConstant\">0.813<\/span><span class=\"synSpecial\">,<\/span> delta0 <span class=\"synStatement\">=<\/span> <span class=\"synConstant\">0.1<\/span><span class=\"synSpecial\">,<\/span> alpha <span class=\"synStatement\">=<\/span> <span class=\"synConstant\">0.05<\/span><span class=\"synSpecial\">,<\/span> beta <span class=\"synStatement\">=<\/span> <span class=\"synConstant\">0.1<\/span><span class=\"synSpecial\">)<\/span>\n<span class=\"synSpecial\">&#91;<\/span><span class=\"synConstant\">1<\/span><span class=\"synSpecial\">]<\/span> <span class=\"synConstant\">202.8376<\/span>\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u975e\u52a3\u6027\u8a66\u9a13\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u30a8\u30af\u30bb\u30eb\u3067\u884c\u3046\u65b9\u6cd5\u6700\u5c24\u63a8\u5b9a\u91cf\u306b\u57fa\u3065\u304f\u65b9\u6cd5\">\u975e\u52a3\u6027\u8a66\u9a13\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3000\u30a8\u30af\u30bb\u30eb\u3067\u884c\u3046\u65b9\u6cd5\uff08\u6700\u5c24\u63a8\u5b9a\u91cf\u306b\u57fa\u3065\u304f\u65b9\u6cd5\uff09<\/h2>\n\n\n\n<p>\u3088\u3051\u308c\u3070\u4ee5\u4e0b\u304b\u3089\u3069\u3046\u305e\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/happyhappygk.base.ec\/items\/26107112\">\u5272\u5408\u306e\u975e\u52a3\u6027\u691c\u5b9a \u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a08\u7b97 \uff08\u6700\u5c24\u63a8\u5b9a\u91cf\u306b\u57fa\u3065\u304f\u65b9\u6cd5\uff09\u3010\u30a8\u30af\u30bb\u30eb\u3067\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3011 | TKER SHOP<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u975e\u52a3\u6027\u8a66\u9a13\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u5272\u5408\u306e\u975e\u52a3\u6027\u691c\u5b9a-\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a08\u7b97-\u30a8\u30af\u30bb\u30eb\u30d5\u30a1\u30a4\u30eb\u306e\u4f7f\u3044\u65b9\u52d5\u753b\">\u975e\u52a3\u6027\u8a66\u9a13\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3000\u5272\u5408\u306e\u975e\u52a3\u6027\u691c\u5b9a \u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a08\u7b97 \u30a8\u30af\u30bb\u30eb\u30d5\u30a1\u30a4\u30eb\u306e\u4f7f\u3044\u65b9\u3010\u52d5\u753b\u3011<\/h2>\n\n\n\n<p>\u30a8\u30af\u30bb\u30eb\u30d5\u30a1\u30a4\u30eb\u306e\u4f7f\u3044\u65b9\u52d5\u753b\u3002<\/p>\n\n\n\n<p>\u3088\u3051\u308c\u3070\u3053\u3061\u3089\u3082\u3069\u3046\u305e\u3002<\/p>\n\n\n\n<p><iframe width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/Trq1mB7N1-c?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; 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\u5272\u5408\u306e\u975e\u52a3\u6027\u691c\u5b9a\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a08\u7b97\u306f\u3069\u3046\u3084\u308b\u304b\uff1f<\/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":[4,5,30,16,84,133],"tags":[],"class_list":["post-523","post","type-post","status-publish","format-standard","hentry","category-ezr","category-r","category-30","category-16","category-84","category-133"],"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\/523","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=523"}],"version-history":[{"count":5,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts\/523\/revisions"}],"predecessor-version":[{"id":3413,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts\/523\/revisions\/3413"}],"wp:attachment":[{"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/media?parent=523"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/categories?post=523"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/tags?post=523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}