{"id":1229,"date":"2023-07-27T05:09:32","date_gmt":"2023-07-27T05:09:32","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e6%ad%a3%e8%a6%8f%e5%88%86%e5%b8%83%e3%81%a8-t-%e5%88%86%e5%b8%83\/"},"modified":"2023-07-27T05:09:32","modified_gmt":"2023-07-27T05:09:32","slug":"%e6%ad%a3%e8%a6%8f%e5%88%86%e5%b8%83%e3%81%a8-t-%e5%88%86%e5%b8%83","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e6%ad%a3%e8%a6%8f%e5%88%86%e5%b8%83%e3%81%a8-t-%e5%88%86%e5%b8%83\/","title":{"rendered":"\u6b63\u898f\u5206\u5e03\u3068 t \u5206\u5e03: \u9055\u3044\u306f\u4f55\u3067\u3059\u304b?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/\u6b63\u898f\u5206\u5e03-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6b63\u898f\u5206\u5e03\u306f<\/a>\u3001\u3059\u3079\u3066\u306e\u7d71\u8a08\u3067\u6700\u3082\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u5206\u5e03\u3067\u3042\u308a\u3001\u5bfe\u79f0\u3067\u91e3\u9418\u578b\u3067\u3042\u308b\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12187 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/norm_vs_t1.png\" alt=\"\" width=\"431\" height=\"394\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u5bc6\u63a5\u306b\u95a2\u9023\u3057\u305f\u5206\u5e03\u306f<strong>t \u5206\u5e03<\/strong>\u3067\u3059\u3002\u3053\u308c\u3082\u5bfe\u79f0\u3067\u91e3\u9418\u578b\u3067\u3059\u304c\u3001\u6b63\u898f\u5206\u5e03\u3088\u308a\u3082\u91cd\u3044\u300c\u5c3e\u90e8\u300d\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8a00\u3044\u63db\u3048\u308b\u3068\u3001\u6b63\u898f\u5206\u5e03\u3068\u6bd4\u8f03\u3059\u308b\u3068\u3001\u5206\u5e03\u5185\u306e\u5024\u304c\u4e2d\u5fc3\u3088\u308a\u3082\u7aef\u306b\u591a\u304f\u914d\u7f6e\u3055\u308c\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12188 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/norm_vs_t2.png\" alt=\"\u6b63\u898f\u5206\u5e03\u3068 t \u5206\u5e03\" width=\"444\" height=\"408\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u7d71\u8a08\u7528\u8a9e\u3067\u306f\u3001\u5206\u5e03\u304c\u3069\u306e\u7a0b\u5ea6\u300c\u91cd\u3044\u300d\u304b\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306b<strong>\u5c16\u5ea6<\/strong>\u3068\u547c\u3070\u308c\u308b\u6307\u6a19\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001 t \u5206\u5e03\u306e\u5c16\u5ea6\u306f\u6b63\u898f\u5206\u5e03\u306e\u5c16\u5ea6\u3088\u308a\u3082\u5927\u304d\u3044\u3068\u8a00\u3048\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5b9f\u969b\u306b\u306f\u3001<a href=\"https:\/\/statorials.org\/ja\/\u4eee\u8aac\u691c\u8a3c1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u4eee\u8aac\u691c\u5b9a\u3092<\/a>\u5b9f\u884c\u3057\u305f\u308a<a href=\"https:\/\/statorials.org\/ja\/\u4fe1\u983c\u533a\u9593-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u4fe1\u983c\u533a\u9593\u3092\u69cb\u7bc9\u3057\u305f\u308a<\/a>\u3059\u308b\u3068\u304d\u306b\u3001t \u5206\u5e03\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u6700\u3082\u3088\u304f\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u6bcd\u96c6\u56e3\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3059\u308b\u5f0f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u4fe1\u983c\u533a\u9593 =<\/strong> <strong><span style=\"text-decoration: overline;\">x<\/span> +\/- t <sub>1-\u03b1\/2, n-1<\/sub> *(s\/\u221a <span style=\"text-decoration: overline;\">n<\/span> )<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong><span style=\"text-decoration: overline;\">x<\/span> :<\/strong>\u30b5\u30f3\u30d7\u30eb\u306e\u5e73\u5747\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>t:<\/strong>\u6709\u610f\u6c34\u6e96<em>\u03b1<\/em>\u3068\u30b5\u30f3\u30d7\u30eb \u30b5\u30a4\u30ba<em>n<\/em>\u306b\u57fa\u3065\u304f\u81e8\u754c t \u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>s:<\/strong>\u30b5\u30f3\u30d7\u30eb\u306e\u6a19\u6e96\u504f\u5dee<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>n:<\/strong>\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u306e\u5f0f\u3067\u306f\u3001\u6b21\u306e\u6761\u4ef6\u306e\u3044\u305a\u308c\u304b\u304c\u5f53\u3066\u306f\u307e\u308b\u5834\u5408\u3001\u30c6\u30fc\u30d6\u30eb z \u306e\u81e8\u754c\u5024\u306e\u4ee3\u308f\u308a\u306b\u30c6\u30fc\u30d6\u30eb t \u306e\u81e8\u754c\u5024\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u6bcd\u96c6\u56e3\u306e\u6a19\u6e96\u504f\u5dee\u306f\u308f\u304b\u308a\u307e\u305b\u3093\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u306f 30 \u4ee5\u4e0b\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30d5\u30ed\u30fc\u30c1\u30e3\u30fc\u30c8\u306f\u3001\u30c6\u30fc\u30d6\u30eb t \u3068\u30c6\u30fc\u30d6\u30eb z \u306e\u3069\u3061\u3089\u306e\u91cd\u8981\u306a\u5024\u3092\u4f7f\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3092\u77e5\u308b\u4fbf\u5229\u306a\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-4849 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/z_table_vs_t_table.jpg\" alt=\"\u30c6\u30fc\u30d6\u30eb Z \u3068\u30c6\u30fc\u30d6\u30eb t\" width=\"432\" height=\"271\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4fe1\u983c\u533a\u9593\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306b t \u5206\u5e03\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u3068\u6b63\u898f\u5206\u5e03\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306e\u4e3b\u306a\u9055\u3044\u306f\u3001t \u5206\u5e03\u306e\u81e8\u754c\u5024\u304c\u5927\u304d\u304f\u306a\u308a\u3001\u4fe1\u983c\u533a\u9593\u304c<em>\u5e83\u304f<\/em>\u306a\u308b\u70b9\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u6b21\u306e\u60c5\u5831\u3092\u542b\u3080\u30e9\u30f3\u30c0\u30e0\u306a\u30ab\u30e1\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u53ce\u96c6\u3059\u308b\u305f\u3081\u306b\u3001\u30ab\u30e1\u306e\u96c6\u56e3\u306e\u5e73\u5747\u4f53\u91cd\u306e 95% \u4fe1\u983c\u533a\u9593\u3092\u69cb\u7bc9\u3059\u308b\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba<strong>n = 25<\/strong><\/span><\/li>\n<li><span style=\"color: #000000;\">\u5e73\u5747\u30b5\u30f3\u30d7\u30eb\u91cd\u91cf<strong>x = 300<\/strong><\/span><\/li>\n<li><span style=\"color: #000000;\">\u30b5\u30f3\u30d7\u30eb\u6a19\u6e96\u504f\u5dee<strong>s = 18.5<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">95% \u4fe1\u983c\u6c34\u6e96\u306e\u81e8\u754c z \u5024\u306f<strong>1.96<\/strong>\u3067\u3059\u304c\u3001\u81ea\u7531\u5ea6 df = 25-1 = 24 \u306e 95% \u4fe1\u983c\u533a\u9593\u306e\u81e8\u754c t \u5024\u306f<strong>2.0639<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3057\u305f\u304c\u3063\u3066\u3001Z \u81e8\u754c\u5024\u3092\u4f7f\u7528\u3057\u305f\u6bcd\u5e73\u5747\u306e 95% \u4fe1\u983c\u533a\u9593\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">95% CI = 300 +\/- 1.96*(18.5\/\u221a <span>25<\/span> ) = <strong>[292.75, 307.25]<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e00\u65b9\u3001t \u81e8\u754c\u5024\u3092\u4f7f\u7528\u3057\u305f\u6bcd\u5e73\u5747\u306e 95% \u4fe1\u983c\u533a\u9593\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">95% CI = 300 +\/- 2.0639*(18.5\/\u221a25) = <strong>[292.36, 307.64]<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">t-critical \u5024\u306e\u4fe1\u983c\u533a\u9593\u304c\u5e83\u3044\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u3053\u3067\u306e\u8003\u3048\u65b9\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u3044\u5834\u5408\u3001\u6bcd\u96c6\u56e3\u306e\u771f\u306e\u5e73\u5747\u5024\u306b\u5bfe\u3059\u308b\u78ba\u4fe1\u5ea6\u304c\u4f4e\u304f\u306a\u308b\u305f\u3081\u3001t \u5206\u5e03\u3092\u4f7f\u7528\u3057\u3066\u3001\u6bcd\u96c6\u56e3\u306e\u771f\u306e\u5e73\u5747\u5024\u304c\u542b\u307e\u308c\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u306a\u308b\u5e83\u3044\u4fe1\u983c\u533a\u9593\u3092\u751f\u6210\u3059\u308b\u3068\u4fbf\u5229\u3067\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>t \u5206\u5e03\u306e\u81ea\u7531\u5ea6\u306e\u8996\u899a\u5316<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u81ea\u7531\u5ea6\u304c\u5897\u52a0\u3059\u308b\u306b\u3064\u308c\u3066\u3001t \u5206\u5e03\u306f\u6b63\u898f\u5206\u5e03\u306b\u8fd1\u3065\u304f\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u306b\u3001\u6b21\u306e\u81ea\u7531\u5ea6\u3092\u6301\u3064 t \u5206\u5e03\u306e\u5f62\u72b6\u3092\u793a\u3059\u6b21\u306e\u30b0\u30e9\u30d5\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">df = 3<\/span><\/li>\n<li> <span style=\"color: #000000;\">df = 10<\/span><\/li>\n<li> <span style=\"color: #000000;\">df = 30<\/span> <\/li>\n<\/ul>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12193 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/norm_vs_t3.png\" alt=\"\u6b63\u898f\u5206\u5e03\u30b0\u30e9\u30d5\u307e\u305f\u306f t \u5206\u5e03\u30b0\u30e9\u30d5\" width=\"470\" height=\"427\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u81ea\u7531\u5ea6\u304c 30 \u3092\u8d85\u3048\u308b\u3068\u3001t \u5206\u5e03\u3068\u6b63\u898f\u5206\u5e03\u306f\u975e\u5e38\u306b\u985e\u4f3c\u3059\u308b\u305f\u3081\u3001\u5f0f\u3067 t \u81e8\u754c\u5024\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u3068 z \u81e8\u754c\u5024\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306e\u9055\u3044\u306f\u7121\u8996\u3067\u304d\u308b\u307b\u3069\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6b63\u898f\u5206\u5e03\u306f\u3001\u3059\u3079\u3066\u306e\u7d71\u8a08\u3067\u6700\u3082\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u5206\u5e03\u3067\u3042\u308a\u3001\u5bfe\u79f0\u3067\u91e3\u9418\u578b\u3067\u3042\u308b\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002 \u5bc6\u63a5\u306b\u95a2\u9023\u3057\u305f\u5206\u5e03\u306ft \u5206\u5e03\u3067\u3059\u3002\u3053\u308c\u3082\u5bfe\u79f0\u3067\u91e3\u9418\u578b\u3067\u3059\u304c\u3001\u6b63\u898f\u5206\u5e03\u3088\u308a\u3082\u91cd\u3044\u300c\u5c3e\u90e8\u300d\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002 \u8a00\u3044\u63db\u3048\u308b\u3068\u3001 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-1229","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6b63\u898f\u5206\u5e03\u3068 t \u5206\u5e03: \u9055\u3044\u306f\u4f55\u3067\u3059\u304b?<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u6b63\u898f\u5206\u5e03\u3068 t 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