{"id":263,"date":"2023-08-03T09:45:18","date_gmt":"2023-08-03T09:45:18","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%82%af%e3%83%aa%e3%83%86%e3%82%a3%e3%82%ab%e3%83%ab%e5%80%a4\/"},"modified":"2023-08-03T09:45:18","modified_gmt":"2023-08-03T09:45:18","slug":"%e3%82%af%e3%83%aa%e3%83%86%e3%82%a3%e3%82%ab%e3%83%ab%e5%80%a4","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%82%af%e3%83%aa%e3%83%86%e3%82%a3%e3%82%ab%e3%83%ab%e5%80%a4\/","title":{"rendered":"\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u5024"},"content":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u7d71\u8a08\u306b\u304a\u3051\u308b\u81e8\u754c\u5024\u3068\u306f\u4f55\u304b\u3001\u307e\u305f\u4eee\u8aac\u691c\u5b9a\u306b\u304a\u3044\u3066\u305d\u308c\u3092\u3069\u306e\u3088\u3046\u306b\u89e3\u91c8\u3059\u3079\u304d\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u540c\u69d8\u306b\u3001\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u5024\u306e\u8a08\u7b97\u65b9\u6cd5\u3068\u3044\u304f\u3064\u304b\u306e\u5177\u4f53\u4f8b\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-el-valor-critico\"><\/span>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u5024\u3068\u306f\u4f55\u3067\u3059\u304b?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u81e8\u754c\u5024\u306f<\/strong>\u3001\u5e30\u7121\u4eee\u8aac\u306e\u68c4\u5374\u9818\u57df\u3068\u8a31\u5bb9\u9818\u57df\u3092\u5206\u3051\u308b\u691c\u5b9a\u7d71\u8a08\u91cf\u306e\u5206\u5e03\u5185\u306e\u70b9\u3067\u3059\u3002\u8a00\u3044\u63db\u3048\u308c\u3070\u3001\u81e8\u754c\u5024\u306f\u3001\u68c4\u5374\u9818\u57df (\u307e\u305f\u306f\u81e8\u754c\u9818\u57df) \u306e\u9650\u754c\u3092\u30de\u30fc\u30af\u3059\u308b\u7d71\u8a08\u691c\u5b9a\u306e\u5206\u5e03\u306e\u5024\u3067\u3059\u3002<\/p>\n<p>\u901a\u5e38\u3001\u6700\u3082\u4e00\u822c\u7684\u306a\u53c2\u7167\u5206\u5e03\u306f<a href=\"https:\/\/statorials.org\/ja\/\u6b63\u898f\u6a19\u6e96\u5206\u5e03\/\">\u6a19\u6e96\u6b63\u898f\u5206\u5e03<\/a>\u3067\u3042\u308b\u305f\u3081\u3001\u81e8\u754c\u5024\u306f\u8a18\u53f7 Z <sub>\u03b1\/2<\/sub>\u3067\u8868\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u4e00\u822c\u306b\u3001\u68c4\u5374\u9818\u57df\u306f\u5206\u5e03\u306e\u5358\u4e00\u306e\u88fe\u3092\u69cb\u6210\u3059\u308b\u305f\u3081\u3001\u7247\u5074\u691c\u5b9a\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u4e00\u65b9\u3001\u4e21\u5074\u691c\u5b9a\u306b\u306f\u3001\u68c4\u5374\u9818\u57df\u304c\u5206\u5e03\u306e\u4e21\u65b9\u306e\u88fe\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u30012 \u3064\u306e\u81e8\u754c\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/statorials.org\/ja\/\u4fe1\u983c\u533a\u9593\/\">\u4fe1\u983c\u533a\u9593<\/a>\u3067\u306f\u3001\u81e8\u754c\u5024\u306f\u3001\u4fe1\u983c\u533a\u9593\u306e\u9650\u754c\u3092\u793a\u3059\u53c2\u7167\u5206\u5e03\u5185\u306e\u70b9\u3067\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"como-calcular-el-valor-critico\"><\/span>\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u5024\u306e\u8a08\u7b97\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6b21\u306b\u3001\u6700\u3082\u4e00\u822c\u7684\u306a\u81e8\u754c\u5024\u304c\u3069\u306e\u3088\u3046\u306b\u8a08\u7b97\u3055\u308c\u308b\u304b\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002 Z \u306e\u81e8\u754c\u5024\u3068 t \u306e\u81e8\u754c\u5024\u306f\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u306b\u5bfe\u3057\u3066\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002\u552f\u4e00\u306e\u9055\u3044\u306f\u3001Z \u306e\u81e8\u754c\u5024\u306f\u6bcd\u6a19\u6e96\u504f\u5dee\u304c\u65e2\u77e5\u306e\u5834\u5408\u306b\u8a08\u7b97\u3055\u308c\u3001\u4ee3\u308f\u308a\u306b t \u306e\u81e8\u754c\u5024\u304c\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u3067\u3059\u3002 1 \u3064\u306e\u30b5\u30f3\u30d7\u30eb\u306e\u30c7\u30fc\u30bf\u3057\u304b\u308f\u304b\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"valor-critico-de-z\"><\/span> Z\u306e\u81e8\u754c\u5024<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Z \u306e\u81e8\u754c\u5024\u306f\u3001\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u306e\u9650\u754c\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u3088\u308a\u6b63\u78ba\u306b\u306f\u3001\u6bcd\u96c6\u56e3\u306e\u6a19\u6e96\u504f\u5dee\u304c\u308f\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u306b\u306e\u307f\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p> <strong>Z \u306e\u81e8\u754c\u5024\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u3001<\/strong>\u6709\u610f\u6c34\u6e96\u306e\u534a\u5206\u306e\u78ba\u7387\u306b\u5bfe\u5fdc\u3059\u308b\u5024\u3092<a href=\"https:\/\/statorials.org\/ja\/\u6b63\u898f\u5206\u5e03\u8868\/\">\u6a19\u6e96\u6b63\u898f\u5206\u5e03\u8868<\/a>\u3067\u898b\u3064\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u4fe1\u983c\u6c34\u6e96 95% \u3067\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u3092\u6c7a\u5b9a\u3057\u305f\u3044\u5834\u5408\u3001\u3053\u308c\u306f\u6709\u610f\u6c34\u6e96\u304c 5% \u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u5e73\u5747\u5024\u306e\u4fe1\u983c\u533a\u9593\u306f\u4e21\u5074\u3067\u3042\u308b\u305f\u3081\u3001\u6a19\u6e96\u6b63\u898f\u5206\u5e03\u306e\u8868\u3067\u3069\u306e\u5024\u304c 2.5% \u306e\u78ba\u7387\u306b\u5bfe\u5fdc\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-776a555edd1d064cf29a3a354caa5325_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"1-\\alpha=0,95 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\alpha=0,05 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black}\\ \\alpha\/2=0,025\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"534\" style=\"vertical-align: -5px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-54dda39d0da5b29f2d25728b89565859_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{c}Z_{\\alpha\/2}= \\ \\color{orange}\\bm{?}\\\\[4ex]Z_{0,025}=1,96\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"71\" width=\"127\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p>\u4ee5\u4e0b\u306b\u3001\u6700\u3082\u4f7f\u7528\u3055\u308c\u308b\u91cd\u8981\u306a Z \u5024\u306e\u8868\u3092\u793a\u3057\u307e\u3059\u3002 <\/p>\n<figure class=\"wp-block-table is-style-stripes\">\n<table>\n<thead>\n<tr>\n<th class=\"has-text-align-center\" data-align=\"center\">\u4fe1\u983c\u6c34\u6e96 (1-\u03b1)<\/th>\n<th class=\"has-text-align-center\" data-align=\"center\">\u6709\u610f\u6c34\u6e96\uff08\u03b1\uff09<\/th>\n<th class=\"has-text-align-center\" data-align=\"center\">\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u5024(Z <sub>\u03b1\/2<\/sub> )<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.80<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.20<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1,282<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.85<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.15<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1,440<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.90<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.10<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1,645<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.95<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.05<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1960\u5e74<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\">0.99<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.01<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 2,576<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.995<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.005<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 2,807<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.999<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0.001<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 3,291 <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"valor-critico-de-t\"><\/span> t\u306e\u81e8\u754c\u5024<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u81e8\u754c t \u5024\u306f\u3001\u6bcd\u96c6\u56e3\u306e\u6a19\u6e96\u504f\u5dee\u304c\u4e0d\u660e\u306a\u5834\u5408\u306b\u3001\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u306e\u9650\u754c\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p> <strong>t \u306e\u81e8\u754c\u5024\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u3001<\/strong><a href=\"https:\/\/statorials.org\/ja\/\u5b66\u751f-t-\u5206\u5e03\u8868\/\">\u30b9\u30c1\u30e5\u30fc\u30c7\u30f3\u30c8\u306e t \u5206\u5e03\u306e\u81ea\u7531\u5ea6\u304c\u5358\u4f4d\u3067\u3042\u308b\u3053\u3068\u3092\u8003\u616e\u3057\u3066\u3001\u6709\u610f\u6c34\u6e96\u306e\u534a\u5206\u306e\u78ba\u7387\u306b\u5bfe\u5fdc\u3059\u308b\u5024\u3092\u30b9\u30c1\u30e5\u30fc\u30c7\u30f3\u30c8\u306e t \u5206\u5e03\u30c6\u30fc\u30d6\u30eb<\/a>\u3067\u898b\u3064\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3088\u308a\u3082\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u4fe1\u983c\u6c34\u6e96 95% \u3067\u30b5\u30f3\u30d7\u30eb \u30b5\u30a4\u30ba\u304c 8 \u306e\u4fe1\u983c\u533a\u9593\u3092\u898b\u3064\u3051\u305f\u3044\u5834\u5408\u3001\u30b9\u30c1\u30e5\u30fc\u30c7\u30f3\u30c8\u306e t \u5206\u5e03\u8868\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u3069\u306e\u5024\u304c t <sub>0.025|7<\/sub>\u306b\u5bfe\u5fdc\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-776a555edd1d064cf29a3a354caa5325_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"1-\\alpha=0,95 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\alpha=0,05 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black}\\ \\alpha\/2=0,025\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"534\" style=\"vertical-align: -5px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-2caa8c4576ebc261acfdb1341dc4567d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{c}t_{\\alpha\/2| n-1}= \\ \\color{orange}\\bm{?}\\\\[4ex]t_{0,025| 7}=2,365\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"72\" width=\"152\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span><strong>\u53c2\u7167:<\/strong><a href=\"https:\/\/statorials.org\/ja\/\u5e73\u5747\u5024\u306e\u4fe1\u983c\u533a\u9593\/\">\u5e73\u5747\u5024\u306e\u4fe1\u983c\u533a\u9593\u306e\u8a08\u7b97\u65b9\u6cd5<\/a><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"el-valor-critico-en-el-contraste-de-hipotesis\"><\/span>\u4eee\u8aac\u691c\u8a3c\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u4fa1\u5024<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u81e8\u754c\u5024\u306f\u3001\u4eee\u8aac\u691c\u5b9a\u3067\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b (\u5bfe\u7acb\u4eee\u8aac\u3092\u53d7\u3051\u5165\u308c\u308b) \u304b\u3001\u5bfe\u7acb\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b (\u5e30\u7121\u4eee\u8aac\u3092\u53d7\u3051\u5165\u308c\u308b) \u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:22px\"> <span style=\"color:#101010;font-weight: normal;\">p \u5024\u306b\u5bfe\u5fdc\u3059\u308b\u691c\u5b9a\u7d71\u8a08\u91cf\u306e\u5206\u5e03\u306e\u5024\u304c\u81e8\u754c\u5024\u3067\u30de\u30fc\u30af\u3055\u308c\u305f\u533a\u9593\u5185\u306b\u3042\u308b\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u305b\u3093 (\u5bfe\u7acb\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059)\u3002<\/span><\/li>\n<li style=\"margin-bottom:22px\"> <span style=\"color:#101010;font-weight: normal;\">p \u5024\u306b\u5bfe\u5fdc\u3059\u308b\u691c\u5b9a\u7d71\u8a08\u91cf\u306e\u5206\u5e03\u306e\u5024\u304c\u81e8\u754c\u5024\u3067\u30de\u30fc\u30af\u3055\u308c\u305f\u533a\u9593\u5916\u306b\u3042\u308b\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059 (\u5bfe\u7acb\u4eee\u8aac\u306f\u53d7\u3051\u5165\u308c\u3089\u308c\u307e\u3059)\u3002<\/span> <\/li>\n<\/ul>\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/hypothese-de-contraste-de-valeur-p-critique.png\" alt=\"\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u5024\" class=\"wp-image-5474\" width=\"442\" height=\"496\" srcset=\"\" sizes=\"auto, 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