{"id":4530,"date":"2026-01-01T10:48:09","date_gmt":"2026-01-01T01:48:09","guid":{"rendered":"https:\/\/best-biostatistics.com\/toukei-er\/?p=4530"},"modified":"2026-01-02T20:03:55","modified_gmt":"2026-01-02T11:03:55","slug":"effect-size-for-binomial-tests-a-comprehensive-guide-from-calculation-to-sample-size-design-in-r","status":"publish","type":"post","link":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/effect-size-for-binomial-tests-a-comprehensive-guide-from-calculation-to-sample-size-design-in-r\/","title":{"rendered":"2\u9805\u691c\u5b9a\u306e\u52b9\u679c\u91cf\u3068\u306f\uff1f\u8a08\u7b97\u65b9\u6cd5\u304b\u3089R\u3067\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a2d\u8a08\u307e\u3067\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u300c\u652f\u6301\u7387\u304c50%\u3092\u8d85\u3048\u305f\u300d\u3001\u3042\u308b\u3044\u306f\u65bd\u7b56\u306b\u3088\u3063\u3066\u300c\u30af\u30ea\u30c3\u30af\u7387\u304c\u5411\u4e0a\u3057\u305f\u300d\u3068\u3044\u3063\u305f\u30c7\u30fc\u30bf\u304c\u5f97\u3089\u308c\u305f\u969b\u3001\u6211\u3005\u306f\u3088\u304f<strong>2\u9805\u691c\u5b9a<\/strong>\u3092\u7528\u3044\u308b\u3002\u3053\u308c\u306f\u3001\u5f97\u3089\u308c\u305f\u7d50\u679c\u304c\u300c\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\uff08\u305f\u307e\u305f\u307e\u3067\u306f\u306a\u3044\u5dee\uff09\u304b\u300d\u3092\u5224\u5b9a\u3059\u308b\u305f\u3081\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001p\u5024\uff08\u6709\u610f\u78ba\u7387\uff09\u306e\u307f\u3092\u898b\u3066\u300c\u6709\u610f\u5dee\u304c\u3042\u3063\u305f\u304b\u3089\u6210\u529f\u3060\u300d\u3068\u7d50\u8ad6\u3065\u3051\u308b\u306e\u306f\u65e9\u8a08\u3067\u3042\u308b\u3002\u305d\u3053\u3067\u91cd\u8981\u3068\u306a\u308b\u306e\u304c\u3001\u7d50\u679c\u306e\u5b9f\u8cea\u7684\u306a\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u793a\u3059<span class=\"swl-marker mark_orange\">\u300c\u52b9\u679c\u91cf\u300d<\/span>\u3068\u3044\u3046\u6307\u6a19\u3060\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u30012\u9805\u691c\u5b9a\u306b\u304a\u3051\u308b\u52b9\u679c\u91cf\u306e\u610f\u5473\u3001\u8a08\u7b97\u65b9\u6cd5\u3001\u305d\u3057\u3066\u5b9f\u52d9\u306b\u4e0d\u53ef\u6b20\u306a\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a2d\u8a08\u3092R\u3067\u884c\u3046\u65b9\u6cd5\u307e\u3067\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3059\u308b\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u306a\u305cp\u5024\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u306a\u306e\u304b\uff1f<\/h2>\n\n\n\n<p>\u7d71\u8a08\u5b66\u306b\u306f\u3001<span class=\"swl-marker mark_orange\">\u300c\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\uff08\u30c7\u30fc\u30bf\u306e\u6570\uff09\u304c\u5927\u304d\u3051\u308c\u3070\u5927\u304d\u3044\u307b\u3069\u3001\u3054\u304f\u308f\u305a\u304b\u306a\u5dee\u3067\u3082\u300e\u6709\u610f\u300f\u306b\u306a\u308a\u3084\u3059\u3044\u300d<\/span>\u3068\u3044\u3046\u6027\u8cea\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u30011\u4e07\u4eba\u306b\u8abf\u67fb\u3092\u884c\u3044\u300c\u652f\u6301\u7387\u304c50%\u304b\u300151%\u304b\u300d\u3092\u8abf\u3079\u305f\u3068\u3059\u308b\u3002\u3053\u306e\u308f\u305a\u304b1%\u306e\u5dee\u3067\u3042\u3063\u3066\u3082\u3001\u4eba\u6570\u304c\u591a\u3051\u308c\u3070\u7d71\u8a08\u7684\u306b\u306f\u300c\u6709\u610f\uff08\u305f\u307e\u305f\u307e\u3067\u306f\u306a\u3044\uff09\u300d\u3068\u5224\u5b9a\u3055\u308c\u308b\u3053\u3068\u304c\u5c11\u306a\u304f\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u305d\u306e1%\u306e\u5dee\u306b\u30d3\u30b8\u30cd\u30b9\u3084\u7814\u7a76\u4e0a\u306e\u300c\u5b9f\u8cea\u7684\u306a\u4fa1\u5024\u300d\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u306f\u5225\u554f\u984c\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3057\u305f\u304c\u3063\u3066\u3001<span class=\"swl-marker mark_orange\">\u300c\u5dee\u304c\u3042\u308b\u3068\u8a00\u3048\u308b\u304b\uff08p\u5024\uff09\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u3069\u306e\u7a0b\u5ea6\u306e\u30a4\u30f3\u30d1\u30af\u30c8\u304c\u3042\u308b\u5dee\u306a\u306e\u304b\uff08\u52b9\u679c\u91cf\uff09\u300d<\/span>\u3092\u4f75\u305b\u3066\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3001\u6b63\u3057\u3044\u610f\u601d\u6c7a\u5b9a\u306b\u306f\u4e0d\u53ef\u6b20\u3068\u306a\u308b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">2\u9805\u691c\u5b9a\u306e\u52b9\u679c\u91cf\u300cg\u300d\u3068\u305d\u306e\u5224\u65ad\u57fa\u6e96<\/h2>\n\n\n\n<p>2\u9805\u691c\u5b9a\u306e\u52b9\u679c\u91cf\u306f\u3001\u4e00\u822c\u7684\u306b <strong>$g$<\/strong> \u3068\u3044\u3046\u6307\u6a19\u3067\u8868\u3055\u308c\u308b\u3002\u8a08\u7b97\u5f0f\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3001\u975e\u5e38\u306b\u30b7\u30f3\u30d7\u30eb\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>$$g = |P &#8211; \\pi|$$<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>$P$<\/strong>\uff1a\u5b9f\u969b\u306b\u89b3\u6e2c\u3055\u308c\u305f\u5272\u5408\uff08\u30b5\u30f3\u30d7\u30eb\u306e\u6210\u529f\u7387\u306a\u3069\uff09<\/li>\n\n\n\n<li><strong>$\\pi$<\/strong>\uff1a\u6bd4\u8f03\u5bfe\u8c61\u3068\u3059\u308b\u7406\u8ad6\u4e0a\u306e\u5272\u5408\uff08\u671f\u5f85\u5024\uff09<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u52b9\u679c\u91cf\u306e\u5224\u65ad\u57fa\u6e96\uff08\u30b3\u30a8\u30f3\u306e\u57fa\u6e96\uff09<\/h3>\n\n\n\n<p>\u7b97\u51fa\u3055\u308c\u305f $g$ \u306e\u5024\u304c\u3069\u306e\u7a0b\u5ea6\u306e\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u6301\u3064\u304b\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u76ee\u5b89\uff08Cohen, 1988\uff09\u304c\u4e00\u822c\u7684\u306b\u7528\u3044\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>\u52b9\u679c\u306e\u5927\u304d\u3055<\/strong><\/td><td><strong>\u52b9\u679c\u91cf g \u306e\u76ee\u5b89<\/strong><\/td><td><strong>\u89e3\u91c8\u306e\u30a4\u30e1\u30fc\u30b8<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>\u5c0f (Small)<\/strong><\/td><td>0.05<\/td><td>\u308f\u305a\u304b\u306a\u5dee<\/td><\/tr><tr><td><strong>\u4e2d (Medium)<\/strong><\/td><td>0.15<\/td><td>\u76ee\u306b\u898b\u3048\u3066\u308f\u304b\u308b\u7a0b\u5ea6\u306e\u5dee<\/td><\/tr><tr><td><strong>\u5927 (Large)<\/strong><\/td><td>0.25<\/td><td>\u5b9f\u7528\u4e0a\u3001\u975e\u5e38\u306b\u5927\u304d\u306a\u5dee<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div id=\"biost-144263416\" 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\">\u5b9f\u8df5\uff1aR\u306b\u3088\u308b\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a08\u7b97<\/h2>\n\n\n\n<p>\u8abf\u67fb\u3092\u958b\u59cb\u3059\u308b\u524d\u306b\u300c\u3069\u306e\u7a0b\u5ea6\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308c\u3070\u3001\u60f3\u5b9a\u3057\u305f\u5dee\u3092\u300e\u6709\u610f\u300f\u3068\u3057\u3066\u691c\u51fa\u3067\u304d\u308b\u304b\u300d\u3092\u898b\u7a4d\u3082\u308b\u3053\u3068\u3092<strong>\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u8a2d\u8a08<\/strong>\u3068\u547c\u3076\u3002<\/p>\n\n\n\n<p>R\u306e <code>pwr<\/code> \u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u306f\u3001\u5272\u5408\u306e\u5dee\u3092\u3088\u308a\u6b63\u78ba\u306b\u6271\u3046\u305f\u3081\u3001\u5358\u7d14\u306a\u5dee\uff08$g$\uff09\u3067\u306f\u306a\u304f\u3001<span class=\"swl-marker mark_orange\">\u9006\u6b63\u5f26\u5909\u63db\uff08arcsin\u5909\u63db\uff09<\/span>\u3092\u65bd\u3057\u305f\u52b9\u679c\u91cf <strong><code>ES.h<\/code><\/strong> \u3092\u4f7f\u7528\u3059\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u306a\u305c <code>ES.h<\/code> \u3092\u4f7f\u3046\u306e\u304b\uff1f<\/h3>\n\n\n\n<p>\u5272\u5408\uff080%\u301c100%\uff09\u306e\u30c7\u30fc\u30bf\u306f\u3001\u4e2d\u5fc3\u4ed8\u8fd1\uff0850%\uff09\u3068\u7aef\uff080%\u3084100%\u4ed8\u8fd1\uff09\u3067\u306f\u3001\u540c\u3058\u300c5%\u306e\u5dee\u300d\u3067\u3042\u3063\u3066\u3082\u7d71\u8a08\u7684\u306a\u91cd\u307f\u304c\u7570\u306a\u308b\u3002<code>ES.h<\/code> \u95a2\u6570\u3092\u7528\u3044\u3066\u5909\u63db\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u3069\u306e\u7bc4\u56f2\u306e\u5272\u5408\u3067\u3042\u3063\u3066\u3082\u516c\u5e73\u306b\u300c\u5dee\u306e\u5927\u304d\u3055\u300d\u3092\u8a55\u4fa1\u3057\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3092\u7b97\u51fa\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">R\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u4f8b<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code># \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08\u672a\u5c0e\u5165\u306e\u5834\u5408\uff09\n# install.packages(\"pwr\")\n# \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8aad\u307f\u8fbc\u307f\nlibrary(pwr)\n\n# 1. \u9006\u6b63\u5f26\u5909\u63db\u3092\u7528\u3044\u305f\u52b9\u679c\u91cf(h)\u3092\u8a08\u7b97\u3059\u308b\n# ES.h(\u4e88\u60f3\u3055\u308c\u308b\u5272\u5408, \u6bd4\u8f03\u57fa\u6e96\u3068\u3059\u308b\u5272\u5408)\nh_val &lt;- ES.h(0.65, 0.50)\n\n# 2. \u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3092\u8a08\u7b97\u3059\u308b\n# sig.level: \u6709\u610f\u6c34\u6e96(0.05), power: \u691c\u51fa\u529b(0.8)\nresult &lt;- pwr.p.test(h = h_val, \n                     sig.level = 0.05, \n                     power = 0.80, \n                     alternative = \"two.sided\")\n\nprint(result)\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9f\u884c\u7d50\u679c\u306e\u8aad\u307f\u65b9<\/h3>\n\n\n\n<p>\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u51fa\u529b\u304c\u5f97\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>     proportion power calculation for binomial distribution (arcsine transformation) \n\n              h = 0.3046927\n              n = 84.54397\n      sig.level = 0.05\n          power = 0.8\n    alternative = two.sided\n<\/code><\/pre>\n\n\n\n<p>\u6700\u3082\u6ce8\u76ee\u3059\u3079\u304d\u306f <strong><code>n<\/code><\/strong> \u306e\u5024\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>h (0.3046&#8230;)<\/strong>: <code>ES.h<\/code> \u306b\u3088\u308a\u7b97\u51fa\u3055\u308c\u305f\u5909\u63db\u5f8c\u306e\u52b9\u679c\u91cf\u3067\u3042\u308b\u3002<\/li>\n\n\n\n<li><strong>n (84.54&#8230;)<\/strong>: \u5fc5\u8981\u306a\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3092\u793a\u3059\u3002\u5c0f\u6570\u70b9\u4ee5\u4e0b\u306f\u5207\u308a\u4e0a\u3052\u3066\u8003\u3048\u308b\u305f\u3081\u3001\u3053\u306e\u5834\u5408\u306f<span class=\"swl-marker mark_orange\">\u300c\u6700\u4f4e\u3067\u308285\u4eba\uff0885\u56de\uff09\u306e\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u300d<\/span>\u3068\u5224\u65ad\u3059\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3064\u307e\u308a\u3001\u300c\u57fa\u6e96\u306e50%\u306b\u5bfe\u3057\u3066\u3001\u5b9f\u969b\u306f65%\u7a0b\u5ea6\u306e\u7d50\u679c\u306b\u306a\u308a\u305d\u3046\u3060\u300d\u3068\u4e88\u6e2c\u3057\u305f\u5834\u5408\u3001\u305d\u308c\u3092\u7d71\u8a08\u7684\u306b\u7acb\u8a3c\u3059\u308b\u306b\u306f85\u4eba\u4ee5\u4e0a\u306e\u8abf\u67fb\u304c\u5fc5\u8981\u3067\u3042\u308b\u3068\u3044\u3046\u6839\u62e0\u304c\u5f97\u3089\u308c\u308b\u3002<\/p>\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\uff1a\u4fe1\u983c\u3055\u308c\u308b\u5206\u6790\u306e\u305f\u3081\u306b<\/h2>\n\n\n\n<p>2\u9805\u691c\u5b9a\u3092\u5b9f\u65bd\u3059\u308b\u969b\u306f\u3001\u4ee5\u4e0b\u306e3\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u610f\u8b58\u3055\u308c\u305f\u3044\u3002<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>p\u5024<\/strong>\u306b\u3088\u308a\u300c\u305f\u307e\u305f\u307e\u3067\u306f\u306a\u3044\u3053\u3068\u300d\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>\u52b9\u679c\u91cf $g$<\/strong> \u306b\u3088\u308a\u300c\u5b9f\u8cea\u7684\u306b\u610f\u5473\u306e\u3042\u308b\u5dee\u304b\u300d\u3092\u8a55\u4fa1\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>\u8abf\u67fb\u524d<\/strong>\u306b\u3001<code>ES.h<\/code> \u3092\u7528\u3044\u3066\u9069\u5207\u306a\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3092\u8a2d\u8a08\u3059\u308b\u3002<\/li>\n<\/ol>\n\n\n\n<p>p\u5024\u3068\u52b9\u679c\u91cf\u306e\u300c\u4e21\u8f2a\u300d\u3092\u6b63\u3057\u304f\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u304c\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u8aac\u5f97\u529b\u3092\u9ad8\u3081\u308b\u9375\u3068\u306a\u308b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\uff1a\u3042\u306a\u305f\u306e\u30c7\u30fc\u30bf\u3067\u8a08\u7b97\u3059\u308b\u306b\u306f\uff1f<\/h3>\n\n\n\n<p>\u3082\u3057\u4e88\u60f3\u3055\u308c\u308b\u5272\u5408\u304c\u7570\u306a\u308b\u5834\u5408\u306f\u3001R\u30b3\u30fc\u30c9\u306e <code>ES.h(0.65, 0.50)<\/code> \u306e\u6570\u5024\u3092\u66f8\u304d\u63db\u3048\u308b\u3060\u3051\u3067\u3088\u3044\u3002\u4f8b\u3048\u3070\u3001\u652f\u6301\u7387\u304c70%\uff080.70\uff09\u306b\u9054\u3059\u308b\u3068\u898b\u8fbc\u3080\u306a\u3089 <code>ES.h(0.70, 0.50)<\/code> \u3068\u3057\u3001\u518d\u5ea6\u5b9f\u884c\u3057\u3066\u307f\u3088\u3046\u3002\u5fc5\u8981\u306a\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3060\u3051\u3067\u3082\u3001\u7d71\u8a08\u7684\u306a\u611f\u899a\u3092\u990a\u3046\u4e00\u52a9\u3068\u306a\u308b\u306f\u305a\u3060\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5206\u6790\u306e\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u52b9\u679c\u91cf\u3092\u9078\u629e\u3057\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u8abf\u67fb\u8a2d\u8a08\u3092\u76ee\u6307\u3057\u3066\u307b\u3057\u3044\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 href=\"https:\/\/amzn.to\/48ZQcjo\">\u8ab0\u3082\u6559\u3048\u3066\u304f\u308c\u306a\u304b\u3063\u305f\u3000\u533b\u7642\u7d71\u8a08\u306e\u4f7f\u3044\u5206\u3051\u301c\u8ff7\u3044\u3084\u3059\u3044\u89e3\u6790\u624b\u6cd5\u306e\u9078\u3073\u65b9\u304c\uff0cR\u3067\u5b9f\u611f\u3057\u306a\u304c\u3089\u308f\u304b\u308b\uff01<\/a><\/p>\n\n\n\n\n","protected":false},"excerpt":{"rendered":"<p>\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u300c\u652f\u6301\u7387\u304c50%\u3092\u8d85\u3048\u305f\u300d\u3001\u3042\u308b\u3044\u306f\u65bd\u7b56\u306b\u3088\u3063\u3066\u300c\u30af\u30ea\u30c3\u30af\u7387\u304c\u5411\u4e0a\u3057\u305f\u300d\u3068\u3044\u3063\u305f\u30c7\u30fc\u30bf\u304c\u5f97\u3089\u308c\u305f\u969b\u3001\u6211\u3005\u306f\u3088\u304f2\u9805\u691c\u5b9a\u3092\u7528\u3044\u308b\u3002\u3053\u308c\u306f\u3001\u5f97\u3089\u308c\u305f\u7d50\u679c\u304c\u300c\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\uff08\u305f\u307e\u305f\u307e\u3067\u306f\u306a\u3044\u5dee\uff09\u304b\u300d\u3092\u5224\u5b9a\u3059\u308b\u305f\u3081 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