{"id":248,"date":"2023-08-03T14:52:03","date_gmt":"2023-08-03T14:52:03","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e9%96%93%e9%9a%94%e3%81%ae%e6%8e%a8%e5%ae%9a\/"},"modified":"2023-08-03T14:52:03","modified_gmt":"2023-08-03T14:52:03","slug":"%e9%96%93%e9%9a%94%e3%81%ae%e6%8e%a8%e5%ae%9a","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e9%96%93%e9%9a%94%e3%81%ae%e6%8e%a8%e5%ae%9a\/","title":{"rendered":"\u63a8\u5b9a\u9593\u9694"},"content":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u7d71\u8a08\u306b\u304a\u3051\u308b\u533a\u9593\u63a8\u5b9a\u3068\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u9593\u9694\u63a8\u5b9a\u304c\u3069\u306e\u3088\u3046\u306b\u5b9f\u884c\u3055\u308c\u308b\u304b\u3001\u305d\u3057\u3066\u6700\u5f8c\u306b\u3001\u9593\u9694\u63a8\u5b9a\u304c\u70b9\u63a8\u5b9a\u3068\u3069\u306e\u3088\u3046\u306b\u7570\u306a\u308b\u306e\u304b\u306b\u3064\u3044\u3066\u3082\u5b66\u7fd2\u3057\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-la-estimacion-por-intervalos\"><\/span>\u9593\u9694\u63a8\u5b9a\u3068\u306f\u4f55\u3067\u3059\u304b?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7d71\u8a08\u5b66\u306b\u304a\u3051\u308b<strong>\u533a\u9593\u63a8\u5b9a\u306f<\/strong>\u3001\u533a\u9593\u3092\u4f7f\u7528\u3057\u3066\u6bcd\u96c6\u56e3\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5024\u3092\u63a8\u5b9a\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u3088\u308a\u6b63\u78ba\u306b\u306f\u3001\u533a\u9593\u63a8\u5b9a\u306b\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u5024\u304c\u7279\u5b9a\u306e<a href=\"https:\/\/statorials.org\/ja\/\u81ea\u4fe1\u306e\u30ec\u30d8\u3099\u30eb\/\">\u30ec\u30d9\u30eb\u306e\u4fe1\u983c\u5ea6<\/a>\u3067\u898b\u3064\u304b\u308b\u53ef\u80fd\u6027\u304c\u6700\u3082\u9ad8\u3044\u533a\u9593\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u533a\u9593\u63a8\u5b9a\u3067\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u304c (3.7)\u3001\u4fe1\u983c\u6c34\u6e96\u304c 95% \u3067\u3042\u308b\u3068\u3044\u3046\u7d50\u8ad6\u306b\u9054\u3057\u305f\u5834\u5408\u3001\u3053\u308c\u306f\u3001\u8abf\u67fb\u5bfe\u8c61\u306e\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u304c 3 \uff5e 7 \u306e\u9593\u306b\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u78ba\u7387\u306f95%\u3002<\/p>\n<p>\u4e00\u822c\u306b\u3001\u6bcd\u96c6\u56e3\u306e\u30b5\u30a4\u30ba\u306f\u305d\u306e\u3059\u3079\u3066\u306e\u500b\u4f53\u3092\u7814\u7a76\u3059\u308b\u306b\u306f\u5927\u304d\u3059\u304e\u308b\u305f\u3081\u3001\u305d\u306e\u7d71\u8a08\u7684\u6e2c\u5b9a\u5024\u306f\u78ba\u5b9f\u306b\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u305a\u3001\u3080\u3057\u308d\u8fd1\u4f3c\u5024\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u9593\u9694\u63a8\u5b9a\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3001\u6bcd\u96c6\u56e3\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u305d\u306e\u9593\u306b\u3042\u308b\u5024\u306e\u7bc4\u56f2\u306e\u8fd1\u4f3c\u5024\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3057\u3066\u3001\u30b5\u30f3\u30d7\u30eb\u304b\u3089\u8abf\u67fb\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304b\u3089\u6bcd\u96c6\u56e3\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5024\u3092\u63a8\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u6700\u5f8c\u306b\u3001\u533a\u9593\u63a8\u5b9a\u306e\u610f\u5473\u3092\u5b8c\u5168\u306b\u7406\u89e3\u3059\u308b\u306b\u306f\u3001\u4fe1\u983c\u533a\u9593\u306e\u6982\u5ff5\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<strong>\u4fe1\u983c\u533a\u9593\u306f<\/strong>\u3001\u8aa4\u5dee\u306e\u7bc4\u56f2\u5185\u3067\u3001\u6bcd\u96c6\u56e3\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5024\u304c\u9593\u306b\u3042\u308b\u5024\u306e\u8fd1\u4f3c\u5024\u3092\u63d0\u4f9b\u3059\u308b\u533a\u9593\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4fe1\u983c\u533a\u9593\u306f\u533a\u9593\u63a8\u5b9a\u304b\u3089\u5f97\u3089\u308c\u308b\u7d50\u679c\u3067\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\/\u4fe1\u983c\u533a\u9593\/\">\u300c\u4fe1\u983c\u533a\u9593\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=\"formulas-de-la-estimacion-por-intervalos\"><\/span>\u9593\u9694\u63a8\u5b9a\u5f0f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4ee5\u4e0b\u306b\u3001\u4fe1\u983c\u533a\u9593\u3092\u63a8\u5b9a\u3059\u308b\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u5f0f\u3092\u793a\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u4fe1\u983c\u533a\u9593\u3092\u5e73\u5747\u3001\u5206\u6563\u3001\u307e\u305f\u306f\u5272\u5408\u306e\u3044\u305a\u308c\u306b\u3064\u3044\u3066\u63a8\u5b9a\u3059\u308b\u304b\u306b\u3088\u3063\u3066\u3001\u4f7f\u7528\u3059\u308b\u5f0f\u304c\u7570\u306a\u308b\u305f\u3081\u3067\u3059\u3002 <\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"intervalo-de-confianza-para-la-media\"><\/span>\u5e73\u5747\u5024\u306e\u4fe1\u983c\u533a\u9593<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5909\u6570\u3092\u5165\u529b\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u304c\u6b21\u306e\u3088\u3046\u306b\u306a\u308b\u3068\u4eee\u5b9a\u3057\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-f93a5e76c38b2e2556bd62ba66db5947_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z=\\cfrac{X-\\mu}{\\displaystyle\\frac{\\sigma}{\\sqrt{n}}} \\sim N(0,1)\" title=\"Rendered by QuickLaTeX.com\" height=\"60\" width=\"165\" style=\"vertical-align: -34px;\"><\/p>\n<\/p>\n<p>\u5e73\u5747\u5024\u306e\u4fe1\u983c\u533a\u9593\u306f\u3001Z <sub>\u03b1\/2<\/sub>\u306e\u5024\u306b\u6a19\u6e96\u504f\u5dee (\u03c3) \u3092\u639b\u3051\u3001\u30b5\u30f3\u30d7\u30eb\u306e\u30b5\u30a4\u30ba (n) \u306e\u5e73\u65b9\u6839\u3067\u5272\u3063\u305f\u5024\u3092\u30b5\u30f3\u30d7\u30eb\u5e73\u5747\u306b\u52a0\u7b97\u304a\u3088\u3073\u6e1b\u7b97\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3059\u308b\u5f0f\u306f\u6b21\u306e\u3088\u3046\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-985a374c69b468deb3d6d159fcbe6de5_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle \\left(\\overline{x}-z_{\\alpha\/2}\\cdot \\frac{\\sigma}{\\sqrt{n}} \\ , \\ \\overline{x}+z_{\\alpha\/2}\\cdot \\frac{\\sigma}{\\sqrt{n}} \\right)\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"251\" style=\"vertical-align: -17px;\"><\/p>\n<\/p>\n<p>\u5927\u304d\u306a\u30b5\u30f3\u30d7\u30eb \u30b5\u30a4\u30ba\u3068 95% \u306e\u4fe1\u983c\u6c34\u6e96\u306e\u5834\u5408\u3001\u81e8\u754c\u5024\u306f Z <sub>\u03b1\/2<\/sub> = 1.96 \u3067\u300199% \u306e\u4fe1\u983c\u6c34\u6e96\u306e\u5834\u5408\u3001\u81e8\u754c\u5024\u306f Z <sub>\u03b1\/2<\/sub> = 2.576 \u3067\u3059\u3002<\/p>\n<p>\u4e0a\u8a18\u306e\u5f0f\u306f\u3001\u6bcd\u96c6\u56e3\u306e\u5206\u6563\u304c\u308f\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6bcd\u96c6\u56e3\u306e\u5206\u6563\u304c\u4e0d\u660e\u306a\u5834\u5408 (\u6700\u3082\u4e00\u822c\u7684\u306a\u30b1\u30fc\u30b9)\u3001<strong>\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u306f\u6b21\u306e\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002<\/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-e40e2c40fbfe4f5aa96c21ff979aae5a_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle \\left(\\overline{x}-t_{\\alpha\/2}\\cdot \\frac{s}{\\sqrt{n}} \\ , \\ \\overline{x}+t_{\\alpha\/2}\\cdot \\frac{s}{\\sqrt{n}} \\right)\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"247\" style=\"vertical-align: -17px;\"><\/p>\n<\/p>\n<p style=\"margin-bottom:5px\">\u91d1\uff1a<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:5px\">\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 style=\"margin-bottom:5px\">\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-33bd5d525ddf37600aef97b0c8c08f94_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"t_{\\alpha\/2}\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"29\" style=\"vertical-align: -8px;\"><\/p>\n<p>\u306f\u3001\u78ba\u7387 \u03b1\/2 \u306e n-1 \u81ea\u7531\u5ea6\u306e\u30b9\u30c1\u30e5\u30fc\u30c7\u30f3\u30c8 t \u5206\u5e03\u306e\u5024\u3067\u3059\u3002<\/li>\n<li style=\"margin-bottom:5px\">\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 style=\"margin-bottom:5px\">\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<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/intervalle-de-confiance.png\" alt=\"\u4fe1\u983c\u533a\u9593\" class=\"wp-image-5249\" width=\"351\" height=\"339\" srcset=\"\" sizes=\"auto, \"><\/figure>\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\u3092\u8a08\u7b97\u3059\u308b\u5b9f\u969b\u306e\u4f8b<\/a><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"intervalo-de-confianza-para-la-varianza\"><\/span>\u5206\u6563\u306e\u4fe1\u983c\u533a\u9593<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6bcd\u96c6\u56e3\u306e\u5206\u6563\u306e\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u3001\u30ab\u30a4\u4e8c\u4e57\u5206\u5e03\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u3088\u308a\u5177\u4f53\u7684\u306b\u306f\u3001<strong>\u5206\u6563\u306e\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3059\u308b\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-c81b971afee9691573e8400dc0945c37_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle \\left( (n-1)\\frac{s^2}{\\chi_{n-1;\\alpha\/2}} \\ , \\ (n-1)\\frac{s^2}{\\chi_{n-1;1-\\alpha\/2}}\\right)\" title=\"Rendered by QuickLaTeX.com\" height=\"47\" width=\"304\" style=\"vertical-align: -20px;\"><\/p>\n<\/p>\n<p style=\"margin-bottom:5px\">\u91d1\uff1a<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:5px\">\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 style=\"margin-bottom:5px\">\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 style=\"margin-bottom:5px\">\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-a1f2f5b5bd065f40d0b8c175d6d48950_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\chi_{n-1;\\alpha\/2}\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"64\" style=\"vertical-align: -8px;\"><\/p>\n<p> \u03b1\/2 \u672a\u6e80\u306e\u78ba\u7387\u306b\u5bfe\u3059\u308b n-1 \u81ea\u7531\u5ea6\u306e\u30ab\u30a4\u4e8c\u4e57\u5206\u5e03\u306e\u5024\u3067\u3059\u3002<\/li>\n<li style=\"margin-bottom:5px\">\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-f1726e9973441084f7ac98c5550f1b23_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\chi_{n-1;1-\\alpha\/2}\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"82\" style=\"vertical-align: -8px;\"><\/p>\n<p>\u306f\u30011-\u03b1\/2 \u3088\u308a\u5927\u304d\u3044\u78ba\u7387\u306b\u5bfe\u3059\u308b n-1 \u81ea\u7531\u5ea6\u306e\u30ab\u30a4\u4e8c\u4e57\u5206\u5e03\u306e\u5024\u3067\u3059\u3002 <\/li>\n<\/ul>\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\/\u5206\u6563\u306e\u4fe1\u983c\u533a\u9593\/\">\u5206\u6563\u306e\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3059\u308b\u5b9f\u969b\u306e\u4f8b<\/a><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"intervalo-de-confianza-para-la-proporcion\"><\/span>\u5272\u5408\u306e\u4fe1\u983c\u533a\u9593<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6bd4\u7387\u306e\u4fe1\u983c\u533a\u9593\u306f\u3001Z <sub>\u03b1\/2<\/sub>\u306e\u5024\u306b\u30b5\u30f3\u30d7\u30eb\u6bd4\u7387 (p) \u306e\u5e73\u65b9\u6839\u3092\u639b\u3051\u30011-p \u3092\u639b\u3051\u3066\u30b5\u30f3\u30d7\u30eb \u30b5\u30a4\u30ba (n) \u3067\u5272\u3063\u305f\u5024\u3092\u30b5\u30f3\u30d7\u30eb\u6bd4\u7387\u306b\u52a0\u7b97\u304a\u3088\u3073\u6e1b\u7b97\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001<strong>\u6bd4\u7387\u306e\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3059\u308b\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-a328986eaa330c075c7fb85780df6411_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle \\left(p-Z_{\\alpha\/2}\\sqrt{\\frac{p(1-p)}{n}}\\ , \\ p+Z_{\\alpha\/2}\\sqrt{\\frac{p(1-p)}{n}}\\right) \" title=\"Rendered by QuickLaTeX.com\" height=\"54\" width=\"339\" style=\"vertical-align: -23px;\"><\/p>\n<\/p>\n<p style=\"margin-bottom:5px\">\u91d1\uff1a <\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:5px\">\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>\u306f\u30b5\u30f3\u30d7\u30eb\u306e\u5272\u5408\u3067\u3059\u3002<\/li>\n<li style=\"margin-bottom:5px\">\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 style=\"margin-bottom:7px\">\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-6f8ee37ecf97c2a7c7d6dbe8fddddc27_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z_{\\alpha\/2}\" title=\"Rendered by QuickLaTeX.com\" height=\"20\" width=\"34\" style=\"vertical-align: -8px;\"><\/p>\n<p> \u03b1\/2 \u306e\u78ba\u7387\u306b\u5bfe\u5fdc\u3059\u308b\u6a19\u6e96\u6b63\u898f\u5206\u5e03\u306e\u5206\u4f4d\u6570\u3067\u3059\u3002\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u300195% \u306e\u4fe1\u983c\u6c34\u6e96\u306e\u5834\u5408\u306f\u901a\u5e38 1.96 \u306b\u8fd1\u304f\u300199% \u306e\u4fe1\u983c\u6c34\u6e96\u306e\u5834\u5408\u306f\u901a\u5e38 2.576 \u306b\u8fd1\u304f\u306a\u308a\u307e\u3059\u3002 <\/li>\n<\/ul>\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\/\u6bd4\u7387\u306e\u4fe1\u983c\u533a\u9593\/\">\u6bd4\u7387\u306e\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3059\u308b\u5b9f\u969b\u306e\u4f8b<\/a><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"estimacion-por-intervalos-y-estimacion-puntual\"><\/span>\u533a\u9593\u63a8\u5b9a\u3068\u70b9\u63a8\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6700\u5f8c\u306b\u3001\u533a\u9593\u63a8\u5b9a\u3068\u70b9\u63a8\u5b9a\u306e\u9055\u3044\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u6bcd\u96c6\u56e3\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5024\u306f\u3001\uff08\u3053\u306e\u8a18\u4e8b\u5168\u4f53\u3067\u898b\u305f\u3088\u3046\u306b\uff09\u533a\u9593\u3092\u4f7f\u7528\u3057\u3066\u63a8\u5b9a\u3059\u308b\u3053\u3068\u3082\u3001\u70b9\u5024\u3092\u4f7f\u7528\u3057\u3066\u63a8\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p><strong>\u533a\u9593\u63a8\u5b9a\u3068\u30dd\u30a4\u30f3\u30c8\u63a8\u5b9a\u306e\u9055\u3044\u306f\u3001<\/strong>\u30d1\u30e9\u30e1\u30fc\u30bf\u63a8\u5b9a\u3067\u4f7f\u7528\u3055\u308c\u308b\u5024\u306e\u7bc4\u56f2\u3067\u3059\u3002\u533a\u9593\u63a8\u5b9a\u3067\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306f\u4fe1\u983c\u533a\u9593\u306b\u8fd1\u4f3c\u3055\u308c\u307e\u3059\u304c\u3001\u70b9\u63a8\u5b9a\u3067\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306f\u7279\u5b9a\u306e\u5024\u306b\u8fd1\u4f3c\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u70b9\u63a8\u5b9a\u3067\u306f\u3001\u6a19\u672c\u30c7\u30fc\u30bf\u304b\u3089\u8a08\u7b97\u3055\u308c\u305f\u5358\u4e00\u306e\u5024\u304c\u6bcd\u96c6\u56e3\u30d1\u30e9\u30e1\u30fc\u30bf\u5024\u306e\u8fd1\u4f3c\u5024\u3068\u898b\u306a\u3055\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u306f\u30b5\u30f3\u30d7\u30eb\u5e73\u5747\u3092\u4f7f\u7528\u3057\u3066\u6b63\u78ba\u306b\u63a8\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u70b9\u63a8\u5b9a\u306b\u306f\u533a\u9593\u63a8\u5b9a\u306b\u6bd4\u3079\u3066\u9577\u6240\u3068\u77ed\u6240\u304c\u3042\u308a\u3001\u5404\u30bf\u30a4\u30d7\u306e\u63a8\u5b9a\u306f\u7279\u5b9a\u306e\u72b6\u6cc1\u3067\u306e\u4f7f\u7528\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u6b21\u306e\u30ea\u30f3\u30af\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\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\/\u30db\u309a\u30a4\u30f3\u30c8\u63a8\u5b9a-1\/\">\u70b9\u63a8\u5b9a\u3068\u306f\u4f55\u3067\u3059\u304b?<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u7d71\u8a08\u306b\u304a\u3051\u308b\u533a\u9593\u63a8\u5b9a\u3068\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u9593\u9694\u63a8\u5b9a\u304c\u3069\u306e\u3088\u3046\u306b\u5b9f\u884c\u3055\u308c\u308b\u304b\u3001\u305d\u3057\u3066\u6700\u5f8c\u306b\u3001\u9593\u9694\u63a8\u5b9a\u304c\u70b9\u63a8\u5b9a\u3068\u3069\u306e\u3088\u3046\u306b\u7570\u306a\u308b\u306e\u304b\u306b\u3064\u3044\u3066\u3082\u5b66\u7fd2\u3057\u307e\u3059\u3002 \u9593\u9694\u63a8\u5b9a\u3068\u306f\u4f55\u3067\u3059\u304b? \u7d71\u8a08\u5b66\u306b\u304a\u3051\u308b\u533a\u9593 [&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-248","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 \u63a8\u5b9a\u9593\u9694<\/title>\n<meta name=\"description\" content=\"\u3053\u3053\u3067\u306f\u3001\u533a\u9593\u63a8\u5b9a\u3068\u306f\u4f55\u304b\u3001\u4fe1\u983c\u533a\u9593\u63a8\u5b9a (\u516c\u5f0f) \u304c\u3069\u306e\u3088\u3046\u306b\u5b9f\u884c\u3055\u308c\u308b\u304b\u3001\u304a\u3088\u3073\u5b9f\u969b\u306e\u4f8b\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, 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