{"id":262,"date":"2023-08-03T10:12:31","date_gmt":"2023-08-03T10:12:31","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e4%ba%ba%e5%8f%a3%e5%b9%b3%e5%9d%87\/"},"modified":"2023-08-03T10:12:31","modified_gmt":"2023-08-03T10:12:31","slug":"%e4%ba%ba%e5%8f%a3%e5%b9%b3%e5%9d%87","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e4%ba%ba%e5%8f%a3%e5%b9%b3%e5%9d%87\/","title":{"rendered":"\u4eba\u53e3\u306e\u610f\u5473"},"content":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u7d71\u8a08\u306b\u304a\u3051\u308b\u4eba\u53e3\u306e\u610f\u5473\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u540c\u69d8\u306b\u3001\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u5024\u306e\u516c\u5f0f\u306f\u4f55\u304b\u3001\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u5024\u306e\u4fe1\u983c\u533a\u9593\u306f\u3069\u306e\u3088\u3046\u306b\u8a08\u7b97\u3055\u308c\u308b\u306e\u304b\u3001\u3055\u3089\u306b\u306f\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u5024\u3068\u300c\u6a19\u672c\u300d\u306e\u5e73\u5747\u5024\u306e\u5dee\u306f\u4f55\u304b\u3082\u308f\u304b\u308a\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-la-media-poblacional\"><\/span>\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u306f\u3044\u304f\u3089\u3067\u3059\u304b?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u6bcd\u96c6\u56e3\u306e\u5e73\u5747<\/strong>\u306f\u3001\u7d71\u8a08\u6bcd\u96c6\u56e3\u306e\u3059\u3079\u3066\u306e\u8981\u7d20\u306e\u7b97\u8853\u5e73\u5747\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u3001\u3059\u3079\u3066\u306e\u6bcd\u96c6\u56e3\u306e\u5024\u3092\u52a0\u7b97\u3057\u3001\u6bcd\u96c6\u56e3\u5185\u306e\u8981\u7d20\u306e\u5408\u8a08\u6570\u3067\u5272\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u6bcd\u96c6\u56e3\u5e73\u5747\u306e\u8a18\u53f7\u306f\u30ae\u30ea\u30b7\u30e3\u6587\u5b57\u306e\u03bc\u3067\u3059\u3002<\/p>\n<p>\u540c\u69d8\u306b\u3001\u6bcd\u96c6\u56e3\u5e73\u5747\u306f\u6bcd\u96c6\u56e3\u3092\u8868\u3059\u5909\u6570\u306e<a href=\"https:\/\/statorials.org\/ja\/\u6570\u5b66\u7684\u306a\u671f\u5f85\u5024\u307e\u305f\u306f\u671f\u5f85\u5024\/\">\u671f\u5f85\u5024<\/a>\u3068\u3057\u3066\u3082\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"como-calcular-la-media-poblacional\"><\/span>\u6bcd\u96c6\u56e3\u5e73\u5747\u306e\u8a08\u7b97\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6bcd\u96c6\u56e3\u5e73\u5747\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\u6bcd\u5e73\u5747\u304c\u3069\u306e\u3088\u3046\u306b\u8a08\u7b97\u3055\u308c\u308b\u304b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u7d71\u8a08\u6bcd\u96c6\u56e3\u306e\u3059\u3079\u3066\u306e\u5024\u304c\u308f\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u5358\u7d14\u306b\u7b97\u8853\u5e73\u5747\u306e\u516c\u5f0f\u3092\u9069\u7528\u3057\u3066\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u3053\u306e\u5834\u5408\u3001\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u3001\u3059\u3079\u3066\u306e\u6bcd\u96c6\u56e3\u306e\u5024\u3092\u5408\u8a08\u3057\u3001\u30c7\u30fc\u30bf\u306e\u7dcf\u6570\u3067\u5272\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u6bcd\u96c6\u56e3\u306e\u3059\u3079\u3066\u306e\u8981\u7d20\u306e\u5024\u304c\u308f\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u3001<strong>\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u5f0f\u306f<\/strong>\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-0a76fc9639a07bbae5a5f269110f9d7b_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\mu=\\frac{\\displaystyle \\sum_{i=1}^N x_i}{N}=\\frac{x_1+x_2+\\dots +x_N}{N}\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"253\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span><strong>\u53c2\u7167:<\/strong><a href=\"https:\/\/statorials.org\/ja\/\u7b97\u8853\u5e73\u5747\/\">\u7b97\u8853\u5e73\u5747\u306e\u8a08\u7b97\u4f8b<\/a><\/div>\n<p>\u305f\u3060\u3057\u3001\u4e00\u822c\u306b\u3059\u3079\u3066\u306e\u6bcd\u96c6\u56e3\u306e\u5024\u304c\u308f\u304b\u3063\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u901a\u5e38\u306f\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u5024<a href=\"https:\/\/statorials.org\/ja\/\u9593\u9694\u306e\u63a8\u5b9a\/\">\u306f\u533a\u9593\u306b\u3088\u3063\u3066\u63a8\u5b9a\u3055\u308c\u307e\u3059<\/a>\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"intervalo-de-confianza-para-la-media-poblacional\"><\/span>\u6bcd\u96c6\u56e3\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5b9f\u969b\u306b\u306f\u3001\u6bcd\u96c6\u56e3\u5185\u306e\u3059\u3079\u3066\u306e\u500b\u4eba\u3092\u7814\u7a76\u3059\u308b\u3053\u3068\u306f\u4e0d\u53ef\u80fd\u3067\u3042\u308b\u305f\u3081\u3001\u901a\u5e38\u306f\u6bcd\u96c6\u56e3\u306e\u30e9\u30f3\u30c0\u30e0\u306a\u30b5\u30f3\u30d7\u30eb\u304c\u9078\u629e\u3055\u308c\u3001\u305d\u306e\u5024\u306b\u57fa\u3065\u3044\u3066\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u5024\u306e\u8fd1\u4f3c\u304c\u884c\u308f\u308c\u307e\u3059\u3002\u3088\u308a\u6b63\u78ba\u306b\u306f\u3001\u6bcd\u96c6\u56e3\u5168\u4f53\u306e\u5e73\u5747\u304c\u5b58\u5728\u3059\u308b\u53ef\u80fd\u6027\u304c\u975e\u5e38\u306b\u9ad8\u3044\u533a\u9593\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002\u3053\u306e\u533a\u9593\u306f\u6bcd\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u3068\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n<p>\u6bcd\u96c6\u56e3\u5e73\u5747\u306e<a href=\"https:\/\/statorials.org\/ja\/\u4fe1\u983c\u533a\u9593\/\">\u4fe1\u983c\u533a\u9593\u306f<\/a>\u3001Z <sub>\u03b1\/2<\/sub>\u306e\u5024\u306b\u6a19\u6e96\u504f\u5dee (\u03c3) \u3092\u639b\u3051\u3001\u30b5\u30f3\u30d7\u30eb\u306e\u9ad8\u3055 (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\u6bcd\u96c6\u56e3\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>\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\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<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<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\/\">\u6bcd\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u306e\u8a08\u7b97\u4f8b<\/a><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"media-poblacional-y-media-muestral\"><\/span>\u6bcd\u96c6\u56e3\u5e73\u5747\u3068\u30b5\u30f3\u30d7\u30eb\u5e73\u5747<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6700\u5f8c\u306b\u3001\u8981\u7d04\u3068\u3057\u3066\u3001\u3053\u308c\u3089 2 \u3064\u306e\u7d71\u8a08\u6982\u5ff5\u3092\u660e\u78ba\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u3068\u30b5\u30f3\u30d7\u30eb\u306e\u5e73\u5747\u306e\u9055\u3044\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u3068\u30b5\u30f3\u30d7\u30eb\u306e\u5e73\u5747\u306e\u5dee\u306f\u3001<\/strong>\u5e73\u5747\u304c\u8a08\u7b97\u3055\u308c\u308b\u5024\u306e\u7bc4\u56f2\u3067\u3059\u3002\u6bcd\u5e73\u5747\u306f\u7d71\u8a08\u4e0a\u306e\u6bcd\u96c6\u56e3\u5168\u4f53\u306e\u5e73\u5747\u3067\u3059\u304c\u3001\u30b5\u30f3\u30d7\u30eb\u5e73\u5747\u306f\u6bcd\u96c6\u56e3\u306e\u30b5\u30f3\u30d7\u30eb\u306e\u5e73\u5747\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u5024\u3068\u6a19\u672c\u5e73\u5747\u5024\u3092\u533a\u5225\u3059\u308b\u305f\u3081\u306b\u3001\u305d\u308c\u3089\u306f\u7570\u306a\u308b\u8a18\u53f7\u3067\u8868\u3055\u308c\u307e\u3059\u3002\u6bcd\u96c6\u56e3\u5e73\u5747\u306e\u8a18\u53f7\u306f\u6b21\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-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>\u4e00\u65b9\u3001\u6a19\u672c\u5e73\u5747\u306e\u8a18\u53f7\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\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> \u3002<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" 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