{"id":4263,"date":"2025-07-19T22:11:19","date_gmt":"2025-07-19T13:11:19","guid":{"rendered":"https:\/\/best-biostatistics.com\/toukei-er\/?p=4263"},"modified":"2025-07-19T22:11:20","modified_gmt":"2025-07-19T13:11:20","slug":"how-to-perform-a-t-test-from-mean-standard-deviation-and-sample-size-a-guide-to-bsda-packages-tsum-test","status":"publish","type":"post","link":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/how-to-perform-a-t-test-from-mean-standard-deviation-and-sample-size-a-guide-to-bsda-packages-tsum-test\/","title":{"rendered":"\u5e73\u5747\u5024\u30fb\u6a19\u6e96\u504f\u5dee\u30fb\u75c7\u4f8b\u6570\u304b\u3089t\u691c\u5b9a\u3092\u884c\u3046\uff1aBSDA\u30d1\u30c3\u30b1\u30fc\u30b8\u306etsum.test\u3092\u89e3\u8aac"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u73fe\u5834\u3067\u306f\u3001\u751f\u30c7\u30fc\u30bf\u304c\u624b\u5143\u306b\u306a\u304f\u3001\u8981\u7d04\u7d71\u8a08\u91cf\uff08\u5e73\u5747\u5024\u3001\u6a19\u6e96\u504f\u5dee\u3001\u75c7\u4f8b\u6570\uff09\u306e\u307f\u304c\u4e0e\u3048\u3089\u308c\u3066\u3044\u308b\u72b6\u6cc1\u3067\u7d71\u8a08\u7684\u691c\u5b9a\u3092\u884c\u3046\u5fc5\u8981\u306b\u8feb\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u7279\u306b\u30012\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5e73\u5747\u5024\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u304b\u3092\u691c\u8a3c\u3059\u308bt\u691c\u5b9a\u306f\u983b\u7e41\u306b\u7528\u3044\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<p>R\u306b\u306f\u69d8\u3005\u306at\u691c\u5b9a\u95a2\u6570\u304c\u3042\u308b\u304c\u3001BSDA\u30d1\u30c3\u30b1\u30fc\u30b8\u306e<code>tsum.test<\/code>\u95a2\u6570\u306f\u3001\u307e\u3055\u306b\u3053\u306e\u300c\u8981\u7d04\u7d71\u8a08\u91cf\u304b\u3089\u306et\u691c\u5b9a\u300d\u306b\u7279\u5316\u3057\u3066\u304a\u308a\u3001\u975e\u5e38\u306b\u4fbf\u5229\u3060\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001<code>tsum.test<\/code>\u95a2\u6570\u3092\u7528\u3044\u3066\u5e73\u5747\u5024\u3001\u6a19\u6e96\u504f\u5dee\u3001\u75c7\u4f8b\u6570\u304b\u3089t\u691c\u5b9a\u3092\u884c\u3046\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u5b9f\u52d9\u3067\u3088\u304f\u3042\u308b\u300c\u3069\u3061\u3089\u306e\u7fa4\u304c\u826f\u3044\u304b\u4e8b\u524d\u306b\u660e\u78ba\u306a\u4eee\u8aac\u304c\u306a\u3044\u300d\u72b6\u6cc1\u3092\u60f3\u5b9a\u3057\u3001\u4e21\u5074\u691c\u5b9a\u306e\u5177\u4f53\u4f8b\u3068R\u30b3\u30fc\u30c9\u3092\u4ea4\u3048\u306a\u304c\u3089\u8a73\u3057\u304f\u89e3\u8aac\u3059\u308b\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\">tsum.test \u3068\u306f\uff1f<\/h2>\n\n\n\n<p><code>tsum.test<\/code>\u95a2\u6570\u306f\u3001BSDA (Basic Statistics and Data Analysis) \u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u542b\u307e\u308c\u308b\u95a2\u6570\u3067\u30012\u3064\u306e\u6a19\u672c\u306e\u8981\u7d04\u7d71\u8a08\u91cf\uff08\u5e73\u5747\u5024\u3001\u6a19\u6e96\u504f\u5dee\u3001\u6a19\u672c\u30b5\u30a4\u30ba\uff09\u306e\u307f\u3092\u7528\u3044\u3066t\u691c\u5b9a\u3092\u5b9f\u884c\u3067\u304d\u308b\u3002\u3053\u308c\u306f\u3001\u539f\u30c7\u30fc\u30bf\u304c\u5165\u624b\u3067\u304d\u306a\u3044\u304c\u3001\u8ad6\u6587\u3084\u5831\u544a\u66f8\u304b\u3089\u3053\u308c\u3089\u306e\u8981\u7d04\u7d71\u8a08\u91cf\u304c\u5f97\u3089\u308c\u308b\u5834\u5408\u306b\u975e\u5e38\u306b\u6709\u52b9\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u60f3\u5b9a\u3055\u308c\u308b\u30b7\u30ca\u30ea\u30aa<\/h2>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u3067<code>tsum.test<\/code>\u304c\u5f79\u7acb\u3064\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u904e\u53bb\u306e\u7814\u7a76\u8ad6\u6587\u3067\u5831\u544a\u3055\u308c\u3066\u3044\u308b\u8981\u7d04\u7d71\u8a08\u91cf\u3092\u7528\u3044\u3066\u3001\u81ea\u5206\u306e\u7814\u7a76\u7d50\u679c\u3068\u6bd4\u8f03\u3057\u305f\u3044\u5834\u5408\u3002<\/li>\n\n\n\n<li>\u7570\u306a\u308b2\u3064\u306e\u533b\u7642\u65bd\u8a2d\u306b\u304a\u3051\u308b\u6cbb\u7642\u52b9\u679c\u3092\u3001\u5e73\u5747\u5024\u3001\u6a19\u6e96\u504f\u5dee\u3001\u75c7\u4f8b\u6570\u306e\u307f\u304c\u4e0e\u3048\u3089\u308c\u305f\u72b6\u614b\u3067\u6bd4\u8f03\u3057\u305f\u3044\u5834\u5408\u3002<\/li>\n\n\n\n<li>\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3067\u3001\u76f4\u63a5\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3067\u304d\u306a\u3044\u304c\u3001\u8981\u7d04\u7d71\u8a08\u91cf\u306e\u307f\u306a\u3089\u958b\u793a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3002<\/li>\n<\/ul>\n\n\n\n<div id=\"biost-3424543919\" 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\">\u5177\u4f53\u4f8b\uff1a2\u3064\u306e\u5b66\u7fd2\u65b9\u6cd5\u306e\u6210\u7e3e\u6bd4\u8f03\uff08\u3069\u3061\u3089\u304c\u826f\u3044\u304b\u4e0d\u660e\u306a\u5834\u5408\uff09<\/h2>\n\n\n\n<p>\u3042\u308b\u5b66\u6821\u306e\u6559\u54e1\u304c\u3001\u305f\u307e\u305f\u307e\u904e\u53bb\u306b\u5b9f\u65bd\u3057\u305f2\u3064\u306e\u7570\u306a\u308b\u5b66\u7fd2\u65b9\u6cd5\uff08\u300c\u5b66\u7fd2\u65b9\u6cd5X\u300d\u3068\u300c\u5b66\u7fd2\u65b9\u6cd5Y\u300d\u3068\u3059\u308b\uff09\u3092\u53d7\u3051\u305f\u751f\u5f92\u305f\u3061\u306e\u30c6\u30b9\u30c8\u7d50\u679c\u306e\u8981\u7d04\u7d71\u8a08\u91cf\u3092\u624b\u306b\u5165\u308c\u305f\u3002\u3069\u3061\u3089\u306e\u5b66\u7fd2\u65b9\u6cd5\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3001\u3042\u308b\u3044\u306f\u5dee\u304c\u306a\u3044\u306e\u304b\u3001\u4e8b\u524d\u306b\u7279\u5b9a\u306e\u4eee\u8aac\u3092\u6301\u305f\u305a\u306b\u3001\u7d14\u7c8b\u306b\u7d71\u8a08\u7684\u306a\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u77e5\u308a\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u3002\u624b\u5143\u306b\u3042\u308b\u306e\u306f\u4ee5\u4e0b\u306e\u8981\u7d04\u7d71\u8a08\u91cf\u306e\u307f\u3068\u3059\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b66\u7fd2\u65b9\u6cd5X\u3092\u53d7\u3051\u305f\u751f\u5f92\u306e\u30b0\u30eb\u30fc\u30d7:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5e73\u5747\u70b9 ($\\bar{x}_X$): 75\u70b9<\/li>\n\n\n\n<li>\u6a19\u6e96\u504f\u5dee ($s_X$): 10\u70b9<\/li>\n\n\n\n<li>\u75c7\u4f8b\u6570 ($n_X$): 30\u4eba<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5b66\u7fd2\u65b9\u6cd5Y\u3092\u53d7\u3051\u305f\u751f\u5f92\u306e\u30b0\u30eb\u30fc\u30d7:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5e73\u5747\u70b9 ($\\bar{x}_Y$): 70\u70b9<\/li>\n\n\n\n<li>\u6a19\u6e96\u504f\u5dee ($s_Y$): 12\u70b9<\/li>\n\n\n\n<li>\u75c7\u4f8b\u6570 ($n_Y$): 35\u4eba<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u306e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u30012\u3064\u306e\u5b66\u7fd2\u65b9\u6cd5\u306e\u9593\u306b\u6210\u7e3e\u306e\u5e73\u5747\u70b9\u306b\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u304b\uff08\u5b66\u7fd2\u65b9\u6cd5X\u3068\u5b66\u7fd2\u65b9\u6cd5Y\u306e\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3001\u3042\u308b\u3044\u306f\u52a3\u3063\u3066\u3044\u308b\u304b\uff09\u3092\u3001\u6709\u610f\u6c34\u6e965%\u3067\u4e21\u5074t\u691c\u5b9a\u3092\u884c\u3046\u3002<\/p>\n\n\n\n<p>\u5e30\u7121\u4eee\u8aac ($H_0$): \u5b66\u7fd2\u65b9\u6cd5X\u3068\u5b66\u7fd2\u65b9\u6cd5Y\u306e\u5e73\u5747\u70b9\u306b\u5dee\u306f\u306a\u3044 ($\\mu_X=\\mu_Y$)<\/p>\n\n\n\n<p>\u5bfe\u7acb\u4eee\u8aac ($H_1$): \u5b66\u7fd2\u65b9\u6cd5X\u3068\u5b66\u7fd2\u65b9\u6cd5Y\u306e\u5e73\u5747\u70b9\u306b\u5dee\u304c\u3042\u308b ($\\mu_X\\neq\\mu_Y$)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">R \u8a08\u7b97\u4f8b<\/h2>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001R\u3092\u7528\u3044\u3066<code>tsum.test<\/code>\u3092\u5b9f\u884c\u3057\u3066\u307f\u3088\u3046\u3002\u4eca\u56de\u306f\u3001\u3069\u3061\u3089\u304b\u306e\u7fa4\u304c\u512a\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u4e8b\u524d\u4eee\u8aac\u304c\u306a\u3044\u305f\u3081\u3001<code>alternative = \"two.sided\"<\/code>\uff08\u4e21\u5074\u691c\u5b9a\uff09\u3092\u6307\u5b9a\u3059\u308b\u3002<\/p>\n\n\n\n<p>R \u30b9\u30af\u30ea\u30d7\u30c8\u4f8b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># BSDA\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08\u521d\u56de\u306e\u307f\uff09\n# install.packages(\"BSDA\")\n\n# BSDA\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8aad\u307f\u8fbc\u307f\nlibrary(BSDA)\n\n# \u5b66\u7fd2\u65b9\u6cd5X\u306e\u7d71\u8a08\u91cf\nmean.X &lt;- 75\nsd.X &lt;- 10\nn.X &lt;- 30\n\n# \u5b66\u7fd2\u65b9\u6cd5Y\u306e\u7d71\u8a08\u91cf\nmean.Y &lt;- 70\nsd.Y &lt;- 12\nn.Y &lt;- 35\n\n# tsum.test\u3092\u5b9f\u884c\n# mu = 0 \u306f\u5e30\u7121\u4eee\u8aac\u306b\u304a\u3051\u308b2\u7fa4\u306e\u5e73\u5747\u5024\u306e\u5dee\uff08\u901a\u5e38\u306f0\uff09\n# alternative = \"two.sided\" \u306f\u4e21\u5074\u691c\u5b9a\n# var.equal = FALSE \u306f\u5206\u6563\u304c\u7b49\u3057\u3044\u3068\u4eee\u5b9a\u3057\u306a\u3044\uff08Welch\u306et\u691c\u5b9a\uff09\n# \uff08var.equal = TRUE \u306b\u3059\u308b\u3068\u30d7\u30fc\u30eb\u3055\u308c\u305f\u6a19\u6e96\u504f\u5dee\u3092\u7528\u3044\u308b\uff09\nresult &lt;- tsum.test(mean.x = mean.X, s.x = sd.X, n.x = n.X,\n                    mean.y = mean.Y, s.y = sd.Y, n.y = n.Y,\n                    mu = 0, alternative = \"two.sided\", var.equal = FALSE)\n\n# \u7d50\u679c\u306e\u8868\u793a\nprint(result)\n<\/code><\/pre>\n\n\n\n<p>\u5b9f\u884c\u7d50\u679c\uff1a<\/p>\n\n\n\n<p>\u4e0a\u8a18\u306eR\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u51fa\u529b\u304c\u5f97\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>> print(result)<br><br>        Welch Modified Two-Sample t-Test<br><br>data:  Summarized x and y<br>t = 1.8322, df = 62.959, p-value = 0.07166<br>alternative hypothesis: true difference in means is not equal to 0<br>95 percent confidence interval:<br> -0.4536063 10.4536063<br>sample estimates:<br>mean of x mean of y <br>       75        70 <br><br>> \n\n\u3053\u306et\u691c\u5b9a\u306e\u7d50\u679c\u3092\u89e3\u91c8\u3044\u305f\u3057\u307e\u3059\u3002<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u7d50\u679c\u306e\u89e3\u91c8<\/h3>\n\n\n\n<p><strong>\u691c\u5b9a\u7d50\u679c\u306e\u6982\u8981<\/strong><br>\u5b66\u7fd2\u65b9\u6cd5X\u7fa4\uff08\u5e73\u5747\u502475\u3001\u6a19\u6e96\u504f\u5dee10\u3001n=30\uff09\u3068\u5b66\u7fd2\u65b9\u6cd5Y\u7fa4\uff08\u5e73\u5747\u502470\u3001\u6a19\u6e96\u504f\u5dee12\u3001n=35\uff09\u306e\u9593\u3067\u3001Welch\u306et\u691c\u5b9a\u3092\u5b9f\u65bd\u3057\u305f\u7d50\u679c\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p><strong>\u7d71\u8a08\u91cf\u3068p\u5024<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>t\u7d71\u8a08\u91cf\uff1a1.8322<\/li>\n\n\n\n<li>\u81ea\u7531\u5ea6\uff1a62.959\uff08Welch\u306e\u65b9\u6cd5\u306b\u3088\u308b\u8abf\u6574\u6e08\u307f\uff09<\/li>\n\n\n\n<li>p\u5024\uff1a0.07166<\/li>\n<\/ul>\n\n\n\n<p><strong>\u6709\u610f\u6027\u306e\u5224\u65ad<\/strong><br>p\u5024\uff080.07166\uff09\u306f\u6709\u610f\u6c34\u6e960.05\u3092\u4e0a\u56de\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\uff082\u7fa4\u306e\u5e73\u5747\u5024\u306b\u5dee\u304c\u306a\u3044\uff09\u3092\u68c4\u5374\u3067\u304d\u306a\u3044\u3002\u3064\u307e\u308a\u3001\u5b66\u7fd2\u65b9\u6cd5X\u7fa4\u3068Y\u7fa4\u306e\u9593\u306b\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u306f\u8a8d\u3081\u3089\u308c\u306a\u3044\u3002<\/p>\n\n\n\n<p><strong>\u52b9\u679c\u91cf\u3068\u4fe1\u983c\u533a\u9593<\/strong><br>95%\u4fe1\u983c\u533a\u9593\u306f-0.45\u304b\u308910.45\u3067\u3042\u308a\u30010\u3092\u542b\u3093\u3067\u3044\u308b\u3002\u3053\u308c\u306f2\u7fa4\u306e\u5e73\u5747\u5024\u306e\u5dee\u304c0\u3067\u3042\u308b\u53ef\u80fd\u6027\u3092\u6392\u9664\u3067\u304d\u306a\u3044\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p><strong>\u5b9f\u7528\u7684\u306a\u89e3\u91c8<\/strong><br>\u5b66\u7fd2\u65b9\u6cd5X\u7fa4\u306e\u65b9\u304c\u5e73\u5747\u5024\u304c5\u70b9\u9ad8\u3044\u3082\u306e\u306e\u3001\u3053\u306e\u5dee\u306f\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u306f\u306a\u304f\u3001\u5076\u7136\u306e\u5909\u52d5\u306e\u7bc4\u56f2\u5185\u3067\u3042\u308b\u3068\u5224\u65ad\u3055\u308c\u308b\u3002\u305f\u3060\u3057\u3001p\u5024\u304c0.05\u306b\u8fd1\u3044\u5024\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u3088\u308a\u5927\u304d\u306a\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3067\u306e\u691c\u5b9a\u3084\u3001\u3088\u308a\u8a73\u7d30\u306a\u5206\u6790\u304c\u5fc5\u8981\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>BSDA\u30d1\u30c3\u30b1\u30fc\u30b8\u306e<code>tsum.test<\/code>\u95a2\u6570\u306f\u3001\u8981\u7d04\u7d71\u8a08\u91cf\uff08\u5e73\u5747\u5024\u3001\u6a19\u6e96\u504f\u5dee\u3001\u75c7\u4f8b\u6570\uff09\u306e\u307f\u304b\u3089t\u691c\u5b9a\u3092\u624b\u8efd\u306b\u884c\u3046\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3060\u3002\u751f\u30c7\u30fc\u30bf\u304c\u624b\u5143\u306b\u306a\u3044\u72b6\u6cc1\u3067\u3082\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u7d71\u8a08\u7684\u691c\u5b9a\u3092\u5b9f\u884c\u3067\u304d\u308b\u305f\u3081\u3001\u7814\u7a76\u3084\u5b9f\u52d9\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u5f79\u7acb\u3064\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u3069\u3061\u3089\u306e\u7fa4\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u4e8b\u524d\u306b\u660e\u78ba\u306a\u4eee\u8aac\u304c\u306a\u3044\u300c\u5b9f\u52d9\u3067\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u300d\u3092\u6bd4\u8f03\u3059\u308b\u969b\u306b\u306f\u3001\u672c\u8a18\u4e8b\u306e\u3088\u3046\u306b<code>alternative = \"two.sided\"<\/code>\u3092\u6307\u5b9a\u3057\u305f\u4e21\u5074\u691c\u5b9a\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u3088\u308a\u5ba2\u89b3\u7684\u306a\u5224\u65ad\u3092\u4e0b\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3060\u308d\u3046\u3002\u9069\u5207\u306a\u4eee\u8aac\u8a2d\u5b9a\u3068\u3001<code>alternative<\/code>\u5f15\u6570\u3084<code>var.equal<\/code>\u5f15\u6570\uff08\u5206\u6563\u306e\u7b49\u8cea\u6027\uff09\u306e\u9078\u629e\u306b\u6ce8\u610f\u3057\u3066\u3001\u76ee\u7684\u306b\u5408\u3063\u305f\u691c\u5b9a\u3092\u884c\u3063\u3066\u307b\u3057\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u73fe\u5834\u3067\u306f\u3001\u751f\u30c7\u30fc\u30bf\u304c\u624b\u5143\u306b\u306a\u304f\u3001\u8981\u7d04\u7d71\u8a08\u91cf\uff08\u5e73\u5747\u5024\u3001\u6a19\u6e96\u504f\u5dee\u3001\u75c7\u4f8b\u6570\uff09\u306e\u307f\u304c\u4e0e\u3048\u3089\u308c\u3066\u3044\u308b\u72b6\u6cc1\u3067\u7d71\u8a08\u7684\u691c\u5b9a\u3092\u884c\u3046\u5fc5\u8981\u306b\u8feb\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u7279\u306b\u30012\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5e73\u5747\u5024\u306b\u6709\u610f\u306a\u5dee\u304c\u3042\u308b\u304b\u3092\u691c\u8a3c\u3059\u308bt\u691c\u5b9a\u306f\u983b\u7e41 [&hellip;]<\/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":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[35],"tags":[],"class_list":["post-4263","post","type-post","status-publish","format-standard","hentry","category-t-"],"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\/4263","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=4263"}],"version-history":[{"count":5,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts\/4263\/revisions"}],"predecessor-version":[{"id":4269,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts\/4263\/revisions\/4269"}],"wp:attachment":[{"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/media?parent=4263"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/categories?post=4263"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/tags?post=4263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}