{"id":252,"date":"2023-08-03T13:24:22","date_gmt":"2023-08-03T13:24:22","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e5%b8%b0%e7%84%a1%e4%bb%ae%e8%aa%ac\/"},"modified":"2023-08-03T13:24:22","modified_gmt":"2023-08-03T13:24:22","slug":"%e5%b8%b0%e7%84%a1%e4%bb%ae%e8%aa%ac","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e5%b8%b0%e7%84%a1%e4%bb%ae%e8%aa%ac\/","title":{"rendered":"\u5e30\u7121\u4eee\u8aac"},"content":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u7d71\u8a08\u306b\u304a\u3051\u308b\u5e30\u7121\u4eee\u8aac\u3068\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u5e30\u7121\u4eee\u8aac\u306e\u4f8b\u3001\u304a\u3088\u3073\u5e30\u7121\u4eee\u8aac\u3068\u4eee\u8aac\u691c\u5b9a\u306b\u73fe\u308c\u308b\u4ed6\u306e\u6982\u5ff5\u3068\u306e\u95a2\u4fc2\u3082\u793a\u3057\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-una-hipotesis-nula\"><\/span>\u5e30\u7121\u4eee\u8aac\u3068\u306f\u4f55\u3067\u3059\u304b?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7d71\u8a08\u5b66\u306b\u304a\u3044\u3066\u3001<strong>\u5e30\u7121\u4eee\u8aac\u3068\u306f<\/strong>\u3001\u8abf\u67fb\u5bfe\u8c61\u306e\u30b5\u30f3\u30d7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u95a2\u3059\u308b\u7d50\u8ad6\u3092\u5426\u5b9a\u307e\u305f\u306f\u78ba\u8a8d\u3059\u308b\u4eee\u8aac\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u4eee\u8aac\u691c\u5b9a\u3067\u306f\u3001\u5b9f\u9a13\u306e\u7d50\u8ad6\u304c\u507d\u3067\u3042\u308b\u3068\u3044\u3046\u5e30\u7121\u4eee\u8aac\u304c\u7acb\u3066\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3057\u305f\u3044\u4eee\u8aac\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u7814\u7a76\u8005\u304c\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3067\u304d\u305f\u5834\u5408\u3001\u305d\u308c\u306f\u3001\u7d71\u8a08\u7814\u7a76\u3067\u8a3c\u660e\u3057\u305f\u304b\u3063\u305f\u4eee\u8aac\u304c\u304a\u305d\u3089\u304f\u771f\u5b9f\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001\u691c\u8a3c\u3057\u3088\u3046\u3068\u3057\u305f\u4eee\u8aac\u304c\u507d\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u5e30\u7121\u4eee\u8aac\u304c\u68c4\u5374\u3055\u308c\u308b\u5834\u5408\u3092\u4ee5\u4e0b\u3067\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u5e30\u7121\u4eee\u8aac\u306e\u8a18\u53f7\u306f H <sub>0<\/sub>\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-42e4bf11c8ed35ab5b56fb194aabf8c2_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"H_0: \\text{Hip\\'otesis nula}\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"147\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p>\u901a\u5e38\u3001\u5e30\u7121\u4eee\u8aac\u306f\u7814\u7a76\u4eee\u8aac\u304c\u507d\u3067\u3042\u308b\u3068\u60f3\u5b9a\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u305d\u306e\u8a18\u8ff0\u306b\u300c\u3044\u3044\u3048\u300d\u307e\u305f\u306f\u300c\u7570\u306a\u308b\u300d\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ejemplo-de-hipotesis-nula\"><\/span>\u5e30\u7121\u4eee\u8aac\u306e\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5e30\u7121\u4eee\u8aac\u306e\u5b9a\u7fa9\u3092\u7406\u89e3\u3057\u305f\u3089\u3001\u305d\u306e\u610f\u5473\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u3053\u306e\u30bf\u30a4\u30d7\u306e\u7d71\u8a08\u7684\u4eee\u8aac\u306e\u4f8b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u7d71\u8a08\u8abf\u67fb\u3067\u3001\u7279\u5b9a\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u30e9\u30c3\u30d7\u30c8\u30c3\u30d7\u306e\u30d0\u30c3\u30c6\u30ea\u30fc\u304c\u5e73\u5747 5 \u6642\u9593\u6301\u7d9a\u3059\u308b\u3053\u3068\u3092\u8a3c\u660e\u3057\u305f\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u3001\u3053\u306e\u30e9\u30c3\u30d7\u30c8\u30c3\u30d7\u306e\u30d0\u30c3\u30c6\u30ea\u30fc\u306e\u5e73\u5747\u6301\u7d9a\u6642\u9593\u304c 5 \u6642\u9593\u4ee5\u5916\u3067\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u306b\u306a\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-372e9e81f9626a13124a108e129e0c2c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"H_0: \\mu \\neq 5\" title=\"Rendered by QuickLaTeX.com\" height=\"17\" width=\"80\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p>\u7d50\u8ad6\u3068\u3057\u3066\u3001\u5e30\u7121\u4eee\u8aac\u306f\u30c6\u30b9\u30c8\u3057\u305f\u3044\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306b\u77db\u76fe\u3057\u3066\u5b9a\u5f0f\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u3057\u305f\u304c\u3063\u3066\u305d\u308c\u306f\u68c4\u5374\u3057\u305f\u3044\u7814\u7a76\u4eee\u8aac\u3067\u3059\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><strong>\u5bfe\u7acb\u4eee\u8aac\u306f<\/strong>\u3001\u8a3c\u660e\u3057\u305f\u3044\u4f5c\u696d\u4eee\u8aac\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u4eee\u8aac\u691c\u5b9a\u306e\u76ee\u7684\u306f\u3001\u5bfe\u7acb\u4eee\u8aac\u304c\u6b63\u3057\u3044\u3053\u3068\u3092\u691c\u8a3c\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u5bfe\u7acb\u4eee\u8aac\u306f\u8a18\u53f7 H <sub>1<\/sub>\u3067\u8868\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001<strong>\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\u306e\u9055\u3044\u306f<\/strong>\u3001\u7d71\u8a08\u8abf\u67fb\u3092\u5b9f\u884c\u3059\u308b\u969b\u306e\u76ee\u7684\u306f\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001\u5bfe\u7acb\u4eee\u8aac\u304c\u771f\u3067\u3042\u308b\u3053\u3068\u3092\u8a3c\u660e\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u524d\u306e\u4f8b\u306b\u7d9a\u3044\u3066\u3001\u7d71\u8a08\u7814\u7a76\u3067\u3001\u7279\u5b9a\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u30e9\u30c3\u30d7\u30c8\u30c3\u30d7\u306e\u30d0\u30c3\u30c6\u30ea\u30fc\u304c\u5e73\u5747 5 \u6642\u9593\u6301\u7d9a\u3059\u308b\u3053\u3068\u3092\u88cf\u4ed8\u3051\u305f\u3044\u5834\u5408\u3001\u5bfe\u7acb\u4eee\u8aac\u306f\u3001\u3053\u306e\u30e9\u30c3\u30d7\u30c8\u30c3\u30d7\u306e\u30d0\u30c3\u30c6\u30ea\u30fc\u306f 5 \u6642\u9593\u306b\u7b49\u3057\u3044\u3068\u3044\u3046\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002\u4e00\u65b9\u3001\u5e30\u7121\u4eee\u8aac\u306f\u5bfe\u7acb\u4eee\u8aac\u306e\u9006\u306b\u306a\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-e8aa9c6c17b4542bb0af52f97eb87bda_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{c}H_0: \\mu \\neq 5\\\\[2ex]H_1: \\mu =5\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"55\" width=\"80\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u5b9f\u969b\u306e\u7814\u7a76\u3067\u306f\u3001\u307e\u305a\u5bfe\u7acb\u4eee\u8aac\u304c\u7acb\u3066\u3089\u308c\u3001\u6b21\u306b\u5bfe\u7acb\u4eee\u8aac\u306e\u53cd\u5bfe\u3068\u306a\u308b\u5e30\u7121\u4eee\u8aac\u304c\u7acb\u3066\u3089\u308c\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\/\u5bfe\u7acb\u4eee\u8aac-1\/\">\u5bfe\u7acb\u4eee\u8aac\u3068\u306f\u4f55\u3067\u3059\u304b?<\/a> <\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"hipotesis-nula-y-p-valor\"><\/span>\u5e30\u7121\u4eee\u8aac\u3068p\u5024<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6700\u5f8c\u306b\u3001\u5e30\u7121\u4eee\u8aac\u3068 p \u5024\u306e\u9593\u306b\u3069\u306e\u3088\u3046\u306a\u95a2\u4fc2\u304c\u3042\u308b\u304b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u3053\u308c\u3089\u306f 2 \u3064\u306e\u5bc6\u63a5\u306b\u95a2\u9023\u3059\u308b\u7d71\u8a08\u6982\u5ff5\u3067\u3042\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p> <strong>p \u5024<\/strong>( <strong>p \u5024<\/strong>\u3068\u3082\u547c\u3070\u308c\u307e\u3059) \u306f\u3001\u89b3\u5bdf\u3055\u308c\u305f\u5dee\u304c\u5076\u7136\u306b\u3088\u308b\u3082\u306e\u3067\u3042\u308b\u78ba\u7387\u3092\u793a\u3059 0 \u304b\u3089 1 \u307e\u3067\u306e\u5024\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001p \u5024\u306f\u7d50\u679c\u306e\u91cd\u8981\u6027\u3092\u793a\u3057\u3001\u5e30\u7121\u4eee\u8aac\u3092\u53d7\u3051\u5165\u308c\u308b\u304b\u62d2\u5426\u3059\u308b\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u305d\u308c\u3067\u2026<strong>\u5e30\u7121\u4eee\u8aac\u306f\u3044\u3064\u68c4\u5374\u3055\u308c\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/strong><\/p>\n<p>\u5e30\u7121\u4eee\u8aac\u306f\u3001p \u5024\u3068<a href=\"https:\/\/statorials.org\/ja\/\u91cd\u8981\u6027\u306e\u30ec\u30d8\u3099\u30eb\/\">\u6709\u610f\u6c34\u6e96\u306e<\/a>\u95a2\u4fc2\u306b\u5fdc\u3058\u3066\u53d7\u3051\u5165\u308c\u3089\u308c\u308b\u304b\u62d2\u5426\u3055\u308c\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;\">p \u5024\u304c\u6709\u610f\u6c34\u6e96\u3088\u308a\u5c0f\u3055\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;\">p \u5024\u304c\u6709\u610f\u6c34\u6e96\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u304c\u53d7\u3051\u5165\u308c\u3089\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p>\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u3053\u3068\u306f\u5bfe\u7acb\u4eee\u8aac\u3092\u53d7\u3051\u5165\u308c\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u3001\u9006\u306b\u5e30\u7121\u4eee\u8aac\u3092\u53d7\u3051\u5165\u308c\u308b\u3053\u3068\u306f\u5bfe\u7acb\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u3053\u3068\u306b\u7559\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u4eee\u8aac\u691c\u5b9a\u306f\u9078\u629e\u3057\u305f<a 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