{"id":268,"date":"2023-08-03T08:04:23","date_gmt":"2023-08-03T08:04:23","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e4%bb%ae%e8%aa%ac%e3%81%ae%e5%af%be%e6%af%94\/"},"modified":"2023-08-03T08:04:23","modified_gmt":"2023-08-03T08:04:23","slug":"%e4%bb%ae%e8%aa%ac%e3%81%ae%e5%af%be%e6%af%94","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e4%bb%ae%e8%aa%ac%e3%81%ae%e5%af%be%e6%af%94\/","title":{"rendered":"\u4eee\u8aac\u306e\u5bfe\u6bd4"},"content":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u7d71\u8a08\u5b66\u306b\u304a\u3051\u308b\u4eee\u8aac\u691c\u5b9a\u3068\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4eee\u8aac\u30c6\u30b9\u30c8\u306e\u65b9\u6cd5\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u4eee\u8aac\u30c6\u30b9\u30c8\u3001\u304a\u3088\u3073\u4eee\u8aac\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u3068\u304d\u306b\u8d77\u3053\u308a\u5f97\u308b\u9593\u9055\u3044\u306b\u3064\u3044\u3066\u5b66\u3073\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-un-contraste-de-hipotesis\"><\/span>\u4eee\u8aac\u691c\u8a3c\u3068\u306f\u4f55\u3067\u3059\u304b?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u4eee\u8aac\u691c\u5b9a\u306f\u3001<\/strong>\u7d71\u8a08\u7684\u4eee\u8aac\u3092\u68c4\u5374\u307e\u305f\u306f\u68c4\u5374\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u624b\u9806\u3067\u3059\u3002\u4eee\u8aac\u691c\u5b9a\u3067\u306f\u3001\u6bcd\u96c6\u56e3\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5024\u304c\u3001\u305d\u306e\u6bcd\u96c6\u56e3\u306e\u30b5\u30f3\u30d7\u30eb\u3067\u89b3\u5bdf\u3055\u308c\u305f\u3082\u306e\u3068\u4e00\u81f4\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001\u4eee\u8aac\u691c\u5b9a\u3067\u306f\u3001\u7d71\u8a08\u30b5\u30f3\u30d7\u30eb\u304c\u5206\u6790\u3055\u308c\u3001\u5f97\u3089\u308c\u305f\u7d50\u679c\u306b\u57fa\u3065\u3044\u3066\u3001\u4ee5\u524d\u306b\u78ba\u7acb\u3055\u308c\u305f\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u304b\u53d7\u3051\u5165\u308c\u308b\u304b\u304c\u6c7a\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u4e00\u822c\u306b\u3001\u4eee\u8aac\u691c\u5b9a\u304b\u3089\u306f\u3001\u4eee\u8aac\u304c\u771f\u3067\u3042\u308b\u304b\u507d\u3067\u3042\u308b\u304b\u3092\u5b8c\u5168\u306b\u78ba\u5b9f\u306b\u63a8\u8ad6\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u305a\u3001\u5f97\u3089\u308c\u305f\u7d50\u679c\u306b\u57fa\u3065\u3044\u3066\u4eee\u8aac\u304c\u5358\u306b\u68c4\u5374\u3055\u308c\u308b\u304b\u5426\u304b\u304c\u63a8\u6e2c\u3055\u308c\u308b\u3053\u3068\u306b\u7559\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4eee\u8aac\u3092\u30c6\u30b9\u30c8\u3059\u308b\u5834\u5408\u3001\u4e0b\u3055\u308c\u305f\u6c7a\u5b9a\u304c\u6700\u3082\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3068\u3044\u3046\u7d71\u8a08\u7684\u8a3c\u62e0\u304c\u3042\u308b\u5834\u5408\u3067\u3082\u3001\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u7d71\u8a08\u5b66\u3067\u306f\u3001\u4eee\u8aac\u691c\u5b9a\u306f\u3001<strong>\u4eee\u8aac\u691c\u5b9a<\/strong>\u3001<strong>\u4eee\u8aac\u691c\u5b9a<\/strong>\u3001 \u307e\u305f\u306f<strong>\u6709\u610f\u691c\u5b9a \u3068<\/strong>\u3082\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n<p>\u4eee\u8aac\u691c\u5b9a\u306e\u7406\u8ad6\u306f\u30a4\u30ae\u30ea\u30b9\u306e\u7d71\u8a08\u5b66\u8005\u30ed\u30ca\u30eb\u30c9\u30fb\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306b\u3088\u3063\u3066\u78ba\u7acb\u3055\u308c\u3001\u30a4\u30a7\u30b8\u30fc\u30fb\u30cd\u30a4\u30de\u30f3\u3068\u30a8\u30b4\u30f3\u30fb\u30d4\u30a2\u30bd\u30f3\u306b\u3088\u3063\u3066\u3055\u3089\u306b\u767a\u5c55\u3055\u305b\u3089\u308c\u307e\u3057\u305f\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"hipotesis-nula-e-hipotesis-alternativa\"><\/span>\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4eee\u8aac\u691c\u5b9a\u306f\u3001\u6b21\u306e 2 \u7a2e\u985e\u306e\u7d71\u8a08\u7684\u4eee\u8aac\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:18px\"><span style=\"color:#101010;font-weight: normal;\"><strong>\u5e30\u7121\u4eee\u8aac (H <sub>0<\/sub> )<\/strong> : \u3053\u308c\u306f\u3001\u6bcd\u96c6\u56e3\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u95a2\u3057\u3066\u6301\u3063\u3066\u3044\u308b\u6700\u521d\u306e\u4eee\u8aac\u304c\u507d\u3067\u3042\u308b\u3053\u3068\u3092\u7dad\u6301\u3059\u308b\u4eee\u8aac\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3057\u305f\u3044\u4eee\u8aac\u3067\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:18px\"><span style=\"color:#101010;font-weight: normal;\"><strong>\u5bfe\u7acb\u4eee\u8aac (H <sub>1<\/sub> )<\/strong> : \u305d\u306e\u771f\u5b9f\u6027\u304c\u8a3c\u660e\u3055\u308c\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u7814\u7a76\u4eee\u8aac\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u5bfe\u7acb\u4eee\u8aac\u306f\u7814\u7a76\u8005\u306e\u4e8b\u524d\u4eee\u8aac\u3067\u3042\u308a\u3001\u305d\u308c\u304c\u6b63\u3057\u3044\u3053\u3068\u3092\u8a3c\u660e\u3059\u308b\u305f\u3081\u306b\u5bfe\u7167\u4eee\u8aac\u304c\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p>\u5b9f\u969b\u306b\u306f\u3001\u5bfe\u7acb\u4eee\u8aac\u306f\u5e30\u7121\u4eee\u8aac\u3088\u308a\u3082\u5148\u306b\u5b9a\u5f0f\u5316\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5bfe\u7acb\u4eee\u8aac\u306f\u30c7\u30fc\u30bf\u30b5\u30f3\u30d7\u30eb\u306e\u7d71\u8a08\u5206\u6790\u306b\u3088\u3063\u3066\u88cf\u4ed8\u3051\u3089\u308c\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u4eee\u8aac\u3067\u3042\u308b\u305f\u3081\u3067\u3059\u3002\u5e30\u7121\u4eee\u8aac\u306f\u5bfe\u7acb\u4eee\u8aac\u3092\u5426\u5b9a\u3059\u308b\u3060\u3051\u3067\u5b9a\u5f0f\u5316\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"tipos-de-contrastes-de-hipotesis\"><\/span>\u4eee\u8aac\u691c\u5b9a\u306e\u7a2e\u985e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4eee\u8aac\u691c\u5b9a\u306f 2 \u3064\u306e\u7570\u306a\u308b\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:18px\"><span style=\"color:#101010;font-weight: normal;\"><strong>\u4e21\u5074\u4eee\u8aac\u691c\u5b9a (\u307e\u305f\u306f\u4e21\u5074\u4eee\u8aac\u691c\u5b9a)<\/strong> : \u4eee\u8aac\u691c\u5b9a\u306e\u5bfe\u7acb\u4eee\u8aac\u306f\u3001\u6bcd\u96c6\u56e3\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u304c\u7279\u5b9a\u306e\u5024\u3068\u300c\u7570\u306a\u308b\u300d\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:18px\"><span style=\"color:#101010;font-weight: normal;\"><strong>\u7247\u5074\u4eee\u8aac\u691c\u5b9a (\u307e\u305f\u306f\u7247\u5074\u4eee\u8aac\u691c\u5b9a)<\/strong> : \u4eee\u8aac\u691c\u5b9a\u306e\u5bfe\u7acb\u4eee\u8aac\u306f\u3001\u6bcd\u96c6\u56e3\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u304c\u7279\u5b9a\u306e\u5024\u3088\u308a\u3082\u300c\u5927\u304d\u3044\u300d (\u53f3\u306e\u5c3e) \u304b\u3001\u300c\u5c0f\u3055\u3044\u300d (\u5de6\u306e\u5c3e) \u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002<\/span> <\/li>\n<\/ul>\n<div class=\"wp-block-columns is-layout-flex wp-container-20 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center has-text-color\" style=\"color:#ff8a05\"><strong>\u4e21\u5074\u4eee\u8aac\u691c\u5b9a<\/strong><\/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-4f0c1b65b50009900a6facbefea23ca1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{cases}H_0: \\mu=\\mu_0\\\\[2ex]H_1:\\mu\\neq\\mu_0\\end{cases}\" title=\"Rendered by QuickLaTeX.com\" height=\"65\" width=\"102\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<\/div>\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center has-text-color\" style=\"color:#ff8a05\"><strong>\u7247\u5074\u4eee\u8aac\u691c\u5b9a (\u53f3\u5c3e)<\/strong> <\/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-1393df603c93485a0f75ebd0116c46a2_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{cases}H_0: \\mu\\leq \\mu_0\\\\[2ex]H_1:\\mu>\\mu_0\\end{cases}&#8221; title=&#8221;Rendered by QuickLaTeX.com&#8221; height=&#8221;65&#8243; width=&#8221;102&#8243; style=&#8221;vertical-align: 0px;&#8221;><\/p>\n<\/p>\n<\/div>\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center has-text-color\" style=\"color:#ff8a05\"><strong><strong>\u7247\u5074\u4eee\u8aac\u691c\u5b9a (\u5de6\u5c3e)<\/strong><\/strong> <\/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-570fdfa44817f5392b33075476008f80_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{cases}H_0: \\mu\\geq\\mu_0\\\\[2ex]H_1:\\mu<\\mu_0\\end{cases}\" title=\"Rendered by QuickLaTeX.com\" height=\"65\" width=\"102\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<\/div>\n<\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"region-de-rechazo-y-region-de-aceptacion-de-un-contraste-de-hipotesis\"><\/span>\u4eee\u8aac\u691c\u5b9a\u306e\u68c4\u5374\u9818\u57df\u3068\u53d7\u5bb9\u9818\u57df<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4ee5\u4e0b\u3067\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u304c\u3001\u4eee\u8aac\u691c\u5b9a\u306f\u3001\u5404\u30bf\u30a4\u30d7\u306e\u4eee\u8aac\u691c\u5b9a\u306e\u7279\u6027\u5024\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u3067\u69cb\u6210\u3055\u308c\u3001\u3053\u306e\u5024\u306f\u4eee\u8aac\u691c\u5b9a\u7d71\u8a08\u91cf\u3068\u547c\u3070\u308c\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u7d71\u8a08\u304c\u8a08\u7b97\u3055\u308c\u305f\u3089\u3001\u7d50\u8ad6\u306b\u9054\u3059\u308b\u306b\u306f\u3001\u305d\u308c\u304c\u6b21\u306e 2 \u3064\u306e\u9818\u57df\u306e\u3069\u3061\u3089\u306b\u4f4d\u7f6e\u3059\u308b\u304b\u3092\u89b3\u5bdf\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:18px\"><span style=\"color:#101010;font-weight: normal;\"><strong>\u68c4\u5374\u9818\u57df (\u307e\u305f\u306f\u81e8\u754c\u9818\u57df)<\/strong> : \u3053\u308c\u306f\u3001\u5e30\u7121\u4eee\u8aac\u306e\u68c4\u5374 (\u304a\u3088\u3073\u5bfe\u7acb\u4eee\u8aac\u306e\u53d7\u3051\u5165\u308c) \u3092\u542b\u3080\u4eee\u8aac\u691c\u5b9a\u53c2\u7167\u5206\u5e03\u306e\u30b0\u30e9\u30d5\u306e\u9818\u57df\u3067\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:18px\"><span style=\"color:#101010;font-weight: normal;\"><strong>\u53d7\u5bb9\u9818\u57df<\/strong>: \u3053\u308c\u306f\u3001\u5e30\u7121\u4eee\u8aac\u306e\u53d7\u5bb9 (\u304a\u3088\u3073\u5bfe\u7acb\u4eee\u8aac\u306e\u68c4\u5374) \u3092\u610f\u5473\u3059\u308b\u4eee\u8aac\u691c\u5b9a\u53c2\u7167\u5206\u5e03\u306e\u30b0\u30e9\u30d5\u306e\u9818\u57df\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p>\u3064\u307e\u308a\u3001\u691c\u5b9a\u7d71\u8a08\u91cf\u304c\u68c4\u5374\u30be\u30fc\u30f3\u5185\u306b\u3042\u308b\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u3001\u5bfe\u7acb\u4eee\u8aac\u304c\u53d7\u3051\u5165\u308c\u3089\u308c\u307e\u3059\u3002\u9006\u306b\u3001\u691c\u5b9a\u7d71\u8a08\u91cf\u304c\u8a31\u5bb9\u7bc4\u56f2\u5185\u306b\u3042\u308b\u5834\u5408\u306f\u3001\u5e30\u7121\u4eee\u8aac\u304c\u53d7\u3051\u5165\u308c\u3089\u308c\u3001\u5bfe\u7acb\u4eee\u8aac\u304c\u68c4\u5374\u3055\u308c\u307e\u3059\u3002 <\/p>\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\/test-dhypothese-de-contraste.png\" alt=\"\u4eee\u8aac\u306e\u5bfe\u6bd4\" class=\"wp-image-5660\" width=\"311\" height=\"600\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p>\u62d2\u7d76\u9818\u57df\u3068\u8a31\u5bb9\u9818\u57df\u306e\u5883\u754c\u3092\u78ba\u7acb\u3059\u308b\u5024\u306f<strong>\u81e8\u754c\u5024<\/strong>\u3068\u547c\u3070\u308c\u3001\u540c\u69d8\u306b\u3001\u62d2\u7d76\u9818\u57df\u3092\u5b9a\u7fa9\u3059\u308b\u5024\u306e\u9593\u9694\u306f<strong>\u4fe1\u983c\u533a\u9593<\/strong>\u3068\u547c\u3070\u308c\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u4e21\u65b9\u306e\u5024\u306f\u9078\u629e\u3057\u305f<strong>\u6709\u610f\u6c34\u6e96<\/strong>\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002 <\/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\/\u91cd\u8981\u6027\u306e\u30ec\u30d8\u3099\u30eb\/\">\u30a2\u30eb\u30d5\u30a1\u6709\u610f\u6c34\u6e96<\/a><\/div>\n<p>\u4e00\u65b9\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u304b\u53d7\u3051\u5165\u308c\u308b\u304b\u306e\u6c7a\u5b9a\u306f\u3001\u4eee\u8aac\u691c\u5b9a\u304b\u3089\u5f97\u3089\u308c\u305f<strong>p \u5024<\/strong>(\u307e\u305f\u306f p \u5024) \u3092\u9078\u629e\u3057\u305f\u6709\u610f\u6c34\u6e96\u3068\u6bd4\u8f03\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u884c\u3046\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002 <\/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> <a href=\"https:\/\/statorials.org\/ja\/p\u5024\/\">\u300cp \u5024\u3068\u306f\u4f55\u3067\u3059\u304b?\u300d<\/a><strong>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/strong> <\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"como-hacer-un-contraste-de-hipotesis\"><\/span>\u4eee\u8aac\u691c\u5b9a\u306e\u3084\u308a\u65b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4eee\u8aac\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u4eee\u8aac\u691c\u5b9a\u306e\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\u3092\u8ff0\u3079\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u76ee\u7684\u306e\u30a2\u30eb\u30d5\u30a1 (\u03b1) \u6709\u610f\u6c34\u6e96\u3092\u78ba\u7acb\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u4eee\u8aac\u306e\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u7d71\u8a08\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u4eee\u8aac\u691c\u5b9a\u306e\u68c4\u5374\u9818\u57df\u3068\u8a31\u5bb9\u9818\u57df\u3092\u77e5\u308b\u305f\u3081\u306b\u4eee\u8aac\u691c\u5b9a\u306e\u81e8\u754c\u5024\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u4eee\u8aac\u306e\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u7d71\u8a08\u91cf\u304c\u68c4\u5374\u9818\u57df\u306b\u3042\u308b\u304b\u53d7\u5bb9\u9818\u57df\u306b\u3042\u308b\u304b\u3092\u89b3\u5bdf\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u7d71\u8a08\u91cf\u304c\u68c4\u5374\u9818\u57df\u5185\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\u305f\u3060\u3057\u3001\u7d71\u8a08\u91cf\u304c\u8a31\u5bb9\u7bc4\u56f2\u5185\u306b\u3042\u308b\u5834\u5408\u306f\u3001\u5e30\u7121\u4eee\u8aac\u304c\u53d7\u3051\u5165\u308c\u3089\u308c\u307e\u3059 (\u5bfe\u7acb\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059)\u3002<\/span> <\/li>\n<\/ol>\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\u306b\u5bfe\u3059\u308b\u4eee\u8aac\u691c\u5b9a\/\">\u5e73\u5747\u5024\u306e\u4eee\u8aac\u691c\u5b9a<\/a><br \/><span style=\"color:#ff951b\">\u27a4<\/span><strong>\u53c2\u7167:<\/strong><a href=\"https:\/\/statorials.org\/ja\/\u5272\u5408\u306e\u4eee\u8aac\u691c\u5b9a\/\">\u6bd4\u7387\u306e\u4eee\u8aac\u691c\u5b9a<\/a><br \/><span style=\"color:#ff951b\">\u27a4<\/span><strong>\u53c2\u7167:<\/strong><a href=\"https:\/\/statorials.org\/ja\/\u5206\u6563\u306e\u4eee\u8aac\u691c\u5b9a\/\">\u5206\u6563\u306e\u4eee\u8aac\u691c\u5b9a<\/a><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"errores-de-un-contraste-de-hipotesis\"><\/span>\u4eee\u8aac\u691c\u5b9a\u306e\u30a8\u30e9\u30fc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4eee\u8aac\u691c\u5b9a\u3067\u306f\u30011 \u3064\u306e\u4eee\u8aac\u3092\u62d2\u5426\u3057\u3001\u3082\u3046 1 \u3064\u306e\u691c\u5b9a\u4eee\u8aac\u3092\u53d7\u3051\u5165\u308c\u308b\u3068\u3001\u6b21\u306e 2 \u3064\u306e\u30a8\u30e9\u30fc\u306e\u3044\u305a\u308c\u304b\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:18px\"><span style=\"color:#101010;font-weight: normal;\"><strong>\u30bf\u30a4\u30d7 I \u30a8\u30e9\u30fc<\/strong>: \u3053\u308c\u306f\u3001\u5e30\u7121\u4eee\u8aac\u304c\u5b9f\u969b\u306b\u306f\u771f\u3067\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u3068\u304d\u306b\u767a\u751f\u3059\u308b\u30a8\u30e9\u30fc\u3067\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:18px\"><span style=\"color:#101010;font-weight: normal;\"><strong>\u30bf\u30a4\u30d7 II \u30a8\u30e9\u30fc<\/strong>: \u3053\u308c\u306f\u3001\u5e30\u7121\u4eee\u8aac\u304c\u5b9f\u969b\u306b\u306f\u507d\u3067\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u5e30\u7121\u4eee\u8aac\u3092\u53d7\u3051\u5165\u308c\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u751f\u3058\u308b\u30a8\u30e9\u30fc\u3067\u3059\u3002<\/span> <\/li>\n<\/ul>\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/erreur-type-i-et-erreur-type-ii.png\" alt=\"\u30bf\u30a4\u30d7 I \u30a8\u30e9\u30fc\u3068\u30bf\u30a4\u30d7 II \u30a8\u30e9\u30fc\" class=\"wp-image-5683\" width=\"456\" height=\"120\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p>\u4e00\u65b9\u3001\u5404\u30bf\u30a4\u30d7\u306e\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3059\u308b\u78ba\u7387\u306f\u6b21\u306e\u3088\u3046\u306b\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:18px\"><span style=\"color:#101010;font-weight: normal;\"><strong>\u30a2\u30eb\u30d5\u30a1\u78ba\u7387 (\u03b1)<\/strong> : \u30bf\u30a4\u30d7 I \u30a8\u30e9\u30fc\u304c\u767a\u751f\u3059\u308b\u78ba\u7387\u3067\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:18px\"><span style=\"color:#101010;font-weight: normal;\"><strong>\u30d9\u30fc\u30bf\u78ba\u7387 (\u03b2)<\/strong> : \u30bf\u30a4\u30d7 II \u30a8\u30e9\u30fc\u304c\u767a\u751f\u3059\u308b\u78ba\u7387\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p>\u540c\u69d8\u306b\u3001<strong>\u4eee\u8aac\u691c\u5b9a\u306e\u691c\u51fa\u529b\u306f\u3001<\/strong>\u5e30\u7121\u4eee\u8aac (H <sub>0<\/sub> ) \u304c\u507d\u306e\u5834\u5408\u306b\u68c4\u5374\u3055\u308c\u308b\u78ba\u7387\u3001\u3064\u307e\u308a\u3001\u5bfe\u7acb\u4eee\u8aac (H <sub>1<\/sub> ) \u304c\u771f\u306e\u5834\u5408\u306b\u9078\u629e\u3055\u308c\u308b\u78ba\u7387\u3068\u3057\u3066\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4eee\u8aac\u691c\u5b9a\u306e\u691c\u51fa\u529b\u306f 1-\u03b2 \u306b\u7b49\u3057\u304f\u306a\u308a\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"estadisticos-de-contrastes-de-hipotesis\"><\/span>\u4eee\u8aac\u691c\u5b9a\u306e\u7d71\u8a08<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u4eee\u8aac\u691c\u5b9a\u306e\u7d71\u8a08\u91cf\u306f\u3001<\/strong>\u5e30\u7121\u4eee\u8aac\u304c\u68c4\u5374\u3055\u308c\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u4eee\u8aac\u691c\u5b9a\u53c2\u7167\u5206\u5e03\u306e\u5024\u3067\u3059\u3002\u691c\u5b9a\u7d71\u8a08\u91cf\u304c\u68c4\u5374\u9818\u57df\u306b\u53ce\u307e\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\u4e00\u65b9\u3001\u691c\u5b9a\u7d71\u8a08\u91cf\u304c\u8a31\u5bb9\u9818\u57df\u306b\u53ce\u307e\u308b\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u53d7\u3051\u5165\u308c\u3089\u308c\u307e\u3059 (\u5bfe\u7acb\u4eee\u8aac\u306f\u53d7\u3051\u5165\u308c\u3089\u308c\u307e\u3059)\u3002\u62d2\u5426\u3055\u308c\u307e\u3057\u305f)\u3002\u5bfe\u7acb\u4eee\u8aac)\u3002<\/p>\n<p>\u4eee\u8aac\u691c\u5b9a\u7d71\u8a08\u91cf\u306e\u8a08\u7b97\u306f\u3001\u691c\u5b9a\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4eee\u8aac\u691c\u5b9a\u306e\u7a2e\u985e\u3054\u3068\u306b\u7d71\u8a08\u91cf\u3092\u8a08\u7b97\u3059\u308b\u5f0f\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002 <\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"contraste-de-hipotesis-para-la-media\"><\/span>\u5e73\u5747\u5024\u306e\u4eee\u8aac\u691c\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>\u5206\u6563\u304c\u65e2\u77e5\u306e\u5e73\u5747\u306b\u5bfe\u3059\u308b\u4eee\u8aac\u691c\u5b9a\u7d71\u8a08\u91cf\u306e\u5f0f\u306f\u6b21\u306e<\/strong>\u3068\u304a\u308a\u3067\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-fdf1817a07bfb8c1eda9a8d8ccd8c828_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle Z=\\frac{\\overline{x}-\\mu}{\\displaystyle \\frac{\\sigma}{\\sqrt{n}}} \" title=\"Rendered by QuickLaTeX.com\" height=\"57\" width=\"81\" style=\"vertical-align: -34px;\"><\/p>\n<\/p>\n<p style=\"margin-bottom:5px\">\u91d1\uff1a<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-0be116875001706f29a24434bd0d91c9_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"12\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u3001\u5e73\u5747\u306b\u5bfe\u3059\u308b\u4eee\u8aac\u5bfe\u7167\u7d71\u8a08\u91cf\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-a39858a792fb4fe9a3173e004701f2a7_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{x}\" title=\"Rendered by QuickLaTeX.com\" height=\"11\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u30b5\u30f3\u30d7\u30eb\u5e73\u5747\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-05d9eae892416bd34247a25207f8b718_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\mu\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"11\" style=\"vertical-align: -4px;\"><\/p>\n<p>\u306f\u63d0\u6848\u3055\u308c\u305f\u5e73\u5747\u5024\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-eaaf379fee5e67946f3fedf5631047b1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\sigma\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u6bcd\u96c6\u56e3\u306e\u6a19\u6e96\u504f\u5dee\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-ec4217f4fa5fcd92a9edceba0e708cf7_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"n\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3067\u3059\u3002<\/li>\n<\/ul>\n<p>\u5e73\u5747\u306e\u4eee\u8aac\u691c\u5b9a\u7d71\u8a08\u91cf\u304c\u8a08\u7b97\u3055\u308c\u305f\u3089\u3001\u305d\u306e\u7d50\u679c\u3092\u89e3\u91c8\u3057\u3066\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u5e73\u5747\u5024\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u4e21\u5074\u3067\u3042\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u306e\u7d76\u5bfe\u5024\u304c\u81e8\u754c\u5024 Z <sub>\u03b1\/2<\/sub>\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u5e73\u5747\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u53f3\u88fe\u306b\u4e00\u81f4\u3059\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u304c\u81e8\u754c\u5024 Z <sub>\u03b1<\/sub>\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u5e73\u5747\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u5de6\u88fe\u306b\u4e00\u81f4\u3059\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u304c\u81e8\u754c\u5024 -Z <sub>\u03b1<\/sub>\u3088\u308a\u5c0f\u3055\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-0e2ccadfc369eb7543b8f86dfccc528e_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{l}H_1: \\mu\\neq \\mu_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } |Z|>Z_{\\alpha\/2} \\text{ se rechaza } H_0\\\\[3ex]H_1: \\mu> \\mu_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } Z>Z_{\\alpha} \\text{ se rechaza } H_0\\\\[3ex]H_1: \\mu< \\mu_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } Z<-Z_{\\alpha} \\text{ se rechaza } H_0\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"108\" width=\"440\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p>\u3053\u306e\u5834\u5408\u3001\u81e8\u754c\u5024\u306f\u6a19\u6e96\u5316\u6b63\u898f\u5206\u5e03\u8868\u304b\u3089\u53d6\u5f97\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3001<strong>\u5206\u6563\u304c\u4e0d\u660e\u306a\u5e73\u5747\u306e\u4eee\u8aac\u691c\u5b9a\u7d71\u8a08\u91cf\u306e\u5f0f\u306f\u6b21\u306e<\/strong>\u3068\u304a\u308a\u3067\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-f8277d83b2d28325f25f5d118486200f_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle t=\\frac{\\overline{x}-\\mu}{\\displaystyle \\frac{s}{\\sqrt{n}}} \" title=\"Rendered by QuickLaTeX.com\" height=\"57\" width=\"75\" style=\"vertical-align: -34px;\"><\/p>\n<\/p>\n<p style=\"margin-bottom:5px\">\u91d1\uff1a<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-fd9cb27edab3f0a8a249bc80cc9c6ee2_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"t\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"6\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u5e73\u5747\u306e\u4eee\u8aac\u691c\u5b9a\u7d71\u8a08\u91cf\u3067\u3042\u308a\u3001\u30b9\u30c1\u30e5\u30fc\u30c7\u30f3\u30c8\u306e t \u5206\u5e03\u306b\u3088\u3063\u3066\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-a39858a792fb4fe9a3173e004701f2a7_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{x}\" title=\"Rendered by QuickLaTeX.com\" height=\"11\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u30b5\u30f3\u30d7\u30eb\u5e73\u5747\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-05d9eae892416bd34247a25207f8b718_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\mu\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"11\" style=\"vertical-align: -4px;\"><\/p>\n<p>\u306f\u63d0\u6848\u3055\u308c\u305f\u5e73\u5747\u5024\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-1edc883862ceed1a21913f60358e31d8_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"s\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"8\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u6a19\u672c\u6a19\u6e96\u504f\u5dee\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-ec4217f4fa5fcd92a9edceba0e708cf7_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"n\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3067\u3059\u3002<\/li>\n<\/ul>\n<p>\u524d\u3068\u540c\u69d8\u306b\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u306b\u306f\u3001\u691c\u5b9a\u7d71\u8a08\u91cf\u306e\u8a08\u7b97\u7d50\u679c\u3092\u81e8\u754c\u5024\u3067\u89e3\u91c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u5e73\u5747\u5024\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u4e21\u5074\u3067\u3042\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u306e\u7d76\u5bfe\u5024\u304c\u81e8\u754c\u5024 t <sub>\u03b1\/2|n-1<\/sub>\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u5e73\u5747\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u53f3\u88fe\u306b\u4e00\u81f4\u3059\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u304c\u81e8\u754c\u5024 t <sub>\u03b1|n-1<\/sub>\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u5e73\u5747\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u5de6\u88fe\u306b\u4e00\u81f4\u3059\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u304c\u81e8\u754c\u5024 -t <sub>\u03b1|n-1<\/sub>\u3088\u308a\u5c0f\u3055\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-31fb206b75a47181c7c673f54ba28ee8_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{l}H_1: \\mu\\neq \\mu_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } |t|>t_{\\alpha\/2|n-1} \\text{ se rechaza } H_0\\\\[3ex]H_1: \\mu> \\mu_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } t>t_{\\alpha|n-1} \\text{ se rechaza } H_0\\\\[3ex]H_1: \\mu< \\mu_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } t<-t_{\\alpha|n-1} \\text{ se rechaza } H_0\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"112\" width=\"457\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p>\u5206\u6563\u304c\u4e0d\u660e\u306a\u5834\u5408\u3001\u81e8\u754c\u691c\u5b9a\u5024\u306f\u30b9\u30c1\u30e5\u30fc\u30c7\u30f3\u30c8\u306e\u5206\u5e03\u8868\u304b\u3089\u53d6\u5f97\u3055\u308c\u307e\u3059\u3002 <\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"contraste-de-hipotesis-para-la-proporcion\"><\/span>\u5272\u5408\u306e\u4eee\u8aac\u691c\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>\u5272\u5408\u306e\u4eee\u8aac\u691c\u5b9a\u7d71\u8a08\u91cf\u306e\u5f0f\u306f\u6b21\u306e<\/strong>\u3068\u304a\u308a\u3067\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-e2f5ad36dae72cd89279809ab3ea6d20_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle Z=\\frac{\\widehat{p}-p}{\\displaystyle\\sqrt{\\frac{p(1-p)}{n}}}\" title=\"Rendered by QuickLaTeX.com\" height=\"67\" width=\"123\" style=\"vertical-align: -41px;\"><\/p>\n<\/p>\n<p style=\"margin-bottom:5px\">\u91d1\uff1a<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-0be116875001706f29a24434bd0d91c9_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"12\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u3001\u5272\u5408\u306e\u4eee\u8aac\u691c\u5b9a\u7d71\u8a08\u91cf\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-ecd29d136a62fc6b274e1181e064e20e_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\widehat{p}\" title=\"Rendered by QuickLaTeX.com\" height=\"18\" width=\"12\" style=\"vertical-align: -4px;\"><\/p>\n<p>\u306f\u30b5\u30f3\u30d7\u30eb\u306e\u5272\u5408\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-5faad0904f612a3fa5b27faafb8dc903_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"p\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"10\" style=\"vertical-align: -4px;\"><\/p>\n<p>\u63d0\u6848\u3055\u308c\u305f\u6bd4\u7387\u306e\u5024\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-ec4217f4fa5fcd92a9edceba0e708cf7_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"n\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-661a2bbf8dccd197bcf450330420cbc1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\sqrt{\\frac{p(1-p)}{n}}\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"84\" style=\"vertical-align: -13px;\"><\/p>\n<p>\u306f\u6bd4\u7387\u306e\u6a19\u6e96\u504f\u5dee\u3067\u3059\u3002<\/li>\n<\/ul>\n<p>\u6bd4\u7387\u306e\u4eee\u8aac\u691c\u5b9a\u7d71\u8a08\u91cf\u3092\u8a08\u7b97\u3059\u308b\u3060\u3051\u3067\u306f\u5341\u5206\u3067\u306f\u306a\u304f\u3001\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u6bd4\u7387\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u4e21\u5074\u3067\u3042\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u306e\u7d76\u5bfe\u5024\u304c\u81e8\u754c\u5024 Z <sub>\u03b1\/2<\/sub>\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u6bd4\u7387\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u53f3\u88fe\u306b\u4e00\u81f4\u3059\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u304c\u81e8\u754c\u5024 Z <sub>\u03b1<\/sub>\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u5272\u5408\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u5de6\u88fe\u306b\u4e00\u81f4\u3059\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u304c\u81e8\u754c\u5024 -Z <sub>\u03b1<\/sub>\u3088\u308a\u5c0f\u3055\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-7d5bd583532769e3014286e8ffd94c9f_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{l}H_1: p\\neq p_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } |Z|>Z_{\\alpha\/2} \\text{ se rechaza } H_0\\\\[3ex]H_1: p> p_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } Z>Z_{\\alpha} \\text{ se rechaza } H_0\\\\[3ex]H_1: p< p_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } Z<-Z_{\\alpha} \\text{ se rechaza } H_0\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"108\" width=\"437\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p>\u81e8\u754c\u5024\u306f\u6a19\u6e96\u6b63\u898f\u5206\u5e03\u8868\u304b\u3089\u7c21\u5358\u306b\u53d6\u5f97\u3067\u304d\u308b\u3053\u3068\u3092\u899a\u3048\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002 <\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"contraste-de-hipotesis-para-la-varianza\"><\/span>\u5206\u6563\u306e\u4eee\u8aac\u691c\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>\u5206\u6563\u306e\u4eee\u8aac\u691c\u5b9a\u7d71\u8a08\u91cf\u3092\u8a08\u7b97\u3059\u308b\u5f0f\u306f\u6b21<\/strong>\u306e\u3068\u304a\u308a\u3067\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-3917636d4c911eeaad1a005195204d08_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\chi^2=\\cfrac{(n-1)s^2}{\\sigma^2}\" title=\"Rendered by QuickLaTeX.com\" height=\"41\" width=\"115\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p style=\"margin-bottom:5px\">\u91d1\uff1a<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-984dc78529fc235b078a9f3b62d0f0c4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\chi^2\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"18\" style=\"vertical-align: -4px;\"><\/p>\n<p>\u306f\u5206\u6563\u306e\u4eee\u8aac\u691c\u5b9a\u7d71\u8a08\u91cf\u3067\u3042\u308a\u3001\u30ab\u30a4\u4e8c\u4e57\u5206\u5e03\u3092\u6301\u3061\u307e\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-ec4217f4fa5fcd92a9edceba0e708cf7_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"n\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-3ab572e85f9cb7cb6f495387f2a6ab0b_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"s^2\" title=\"Rendered by QuickLaTeX.com\" height=\"15\" width=\"15\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u6a19\u672c\u5206\u6563\u3067\u3059\u3002<\/li>\n<li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-c6d52162ef1ec2e8130fb00687aca707_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\sigma^2\" title=\"Rendered by QuickLaTeX.com\" height=\"15\" width=\"18\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u3001\u63d0\u6848\u3055\u308c\u305f\u6bcd\u96c6\u56e3\u306e\u5206\u6563\u3067\u3059\u3002<\/li>\n<\/ul>\n<p>\u7d71\u8a08\u306e\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u306b\u306f\u3001\u5f97\u3089\u308c\u305f\u5024\u3092\u30c6\u30b9\u30c8\u306e\u81e8\u754c\u5024\u3068\u6bd4\u8f03\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u5206\u6563\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u4e21\u5074\u691c\u5b9a\u3067\u3042\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u304c\u81e8\u754c\u5024\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-7bd4ac2951fb286bf19797944cba6955_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\chi_{1-\\alpha\/2|n-1}^2\" title=\"Rendered by QuickLaTeX.com\" height=\"25\" width=\"81\" style=\"vertical-align: -10px;\"><\/p>\n<p><\/span>\u307e\u305f\u306f\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u5024\u304c\u4ee5\u4e0b\u306e\u5834\u5408<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-931a3f10ab51df1c9003e6cb593907c4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\chi_{\\alpha\/2|n-1}\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"63\" style=\"vertical-align: -8px;\"><\/p>\n<p>\u3002<\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u5206\u6563\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u53f3\u88fe\u306b\u4e00\u81f4\u3059\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u304c\u81e8\u754c\u5024\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-243ef3cc114070613fd8bee8c61f8c13_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\chi_{1-\\alpha|n-1}^2\" title=\"Rendered by QuickLaTeX.com\" height=\"25\" width=\"67\" style=\"vertical-align: -10px;\"><\/p>\n<p><\/span> \u3002<\/li>\n<li style=\"margin-bottom:16px\"><span style=\"color:#101010;font-weight: normal;\">\u5206\u6563\u306e\u4eee\u8aac\u691c\u5b9a\u304c\u5de6\u88fe\u306b\u4e00\u81f4\u3059\u308b\u5834\u5408\u3001\u7d71\u8a08\u91cf\u304c\u81e8\u754c\u5024\u672a\u6e80\u3067\u3042\u308c\u3070\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u3059\u3002\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-0436c61e0bdff7a21f6e6ab296607c66_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\chi_{\\alpha|n-1}\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"49\" style=\"vertical-align: -8px;\"><\/p>\n<p><\/span> \u3002<\/li>\n<\/ul>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-ca46378c1a2ee04b5cc5bfa93002fe9c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{l}H_1: \\sigma^2\\neq \\sigma_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } \\chi^2>\\chi^2_{1-\\alpha\/2|n-1}\\text{ se rechaza } H_0\\\\[3ex]H_1: \\sigma^2\\neq \\sigma_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si }\\chi^2<\\chi^2_{\\alpha\/2|n-1}\\text{ se rechaza } H_0 \\\\[3ex]H_1: \\sigma^2> \\sigma_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } \\chi^2>\\chi^2_{1-\\alpha|n-1}\\text{ se rechaza } H_0\\\\[3ex]H_1: \\sigma^2< \\sigma_0 \\ \\color{orange}\\bm{\\longrightarrow}\\color{black} \\ \\text{Si } \\chi^2<\\chi^2_{\\alpha|n-1}\\text{ se rechaza } H_0\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"160\" width=\"489\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p>\u5206\u6563\u306e\u91cd\u8981\u4eee\u8aac\u691c\u5b9a\u5024\u306f\u3001\u30ab\u30a4\u4e8c\u4e57\u5206\u5e03\u8868\u304b\u3089\u53d6\u5f97\u3055\u308c\u307e\u3059\u3002\u30ab\u30a4\u4e8c\u4e57\u5206\u5e03\u306e\u81ea\u7531\u5ea6\u306f\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304b\u3089 1 \u3092\u5f15\u3044\u305f\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u7d71\u8a08\u5b66\u306b\u304a\u3051\u308b\u4eee\u8aac\u691c\u5b9a\u3068\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4eee\u8aac\u30c6\u30b9\u30c8\u306e\u65b9\u6cd5\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u4eee\u8aac\u30c6\u30b9\u30c8\u3001\u304a\u3088\u3073\u4eee\u8aac\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u3068\u304d\u306b\u8d77\u3053\u308a\u5f97\u308b\u9593\u9055\u3044\u306b\u3064\u3044\u3066\u5b66\u3073\u307e\u3059\u3002 \u4eee\u8aac\u691c\u8a3c\u3068\u306f\u4f55\u3067\u3059\u304b? \u4eee\u8aac\u691c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19],"tags":[],"class_list":["post-268","post","type-post","status-publish","format-standard","hentry","category-19"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u25b7 \u4eee\u8aac\u306e\u5bfe\u6bd4<\/title>\n<meta name=\"description\" content=\"\u3053\u3053\u3067\u306f\u3001\u7d71\u8a08\u5b66\u306b\u304a\u3051\u308b\u4eee\u8aac\u691c\u5b9a\u3068\u306f\u4f55\u304b\u3001\u4eee\u8aac\u691c\u5b9a\u304c\u3069\u306e\u3088\u3046\u306b\u5b9f\u884c\u3055\u308c\u308b\u304b\u3001\u4eee\u8aac\u691c\u5b9a\u306e\u8aa4\u5dee\u306b\u3064\u3044\u3066\u5b66\u3073\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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