{"id":5469,"date":"2022-03-27T23:42:02","date_gmt":"2022-03-27T14:42:02","guid":{"rendered":"https:\/\/hatsudy.com\/jp\/?p=5469"},"modified":"2023-01-20T01:07:26","modified_gmt":"2023-01-19T16:07:26","slug":"interval-estimation","status":"publish","type":"post","link":"https:\/\/hatsudy.com\/jp\/interval-estimation.html","title":{"rendered":"\u533a\u9593\u63a8\u5b9a\uff1a95%\u30fb99%\u4fe1\u983c\u533a\u9593\u3068\u6a19\u6e96\u8aa4\u5dee\u3001\u6bcd\u5e73\u5747\u30fb\u6bcd\u6bd4\u7387\u306e\u63a8\u5b9a"},"content":{"rendered":"\n<p>\u5c11\u6570\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u5024\u3092\u4e88\u60f3\u3059\u308b\u65b9\u6cd5\u304c<span>\u63a8\u6e2c\u7d71\u8a08\u3067\u3059\u3002\u63a8\u6e2c\u7d71\u8a08\u5b66\u3067\u6700\u3082\u308f\u304b\u308a\u3084\u3059\u3044\u306e\u306f\u70b9\u63a8\u5b9a\u3067\u3059\u3002\u4f8b\u3048\u3070\u5e73\u5747\u5024\u3084\u4e2d\u592e\u5024\u306a\u3069\u3092\u6c42\u3081\u308b\u306e\u306f\u70b9\u63a8\u5b9a\u3067\u3059\u3002<\/span><\/p>\n<p>\u4e00\u65b9\u3067\u7279\u5b9a\u306e\u533a\u9593\u3092\u5229\u7528\u3057\u3066\u4e88\u60f3\u3059\u308b\u306e\u304c\u533a\u9593\u63a8\u5b9a\u3067\u3059\u3002\u70b9\u63a8\u5b9a\u306b\u6bd4\u3079\u308b\u3068\u3001\u533a\u9593\u63a8\u5b9a\u306f\u5c11\u3057\u6982\u5ff5\u304c\u96e3\u3057\u304f\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u7d71\u8a08\u5b66\u3067\u306f\u3001\u975e\u5e38\u306b\u591a\u304f\u306e\u5834\u9762\u3067\u533a\u9593\u63a8\u5b9a\u3092\u5229\u7528\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u533a\u9593\u63a8\u5b9a\u3092\u7406\u89e3\u3057\u306a\u3051\u308c\u3070\u3044\u3051\u307e\u305b\u3093\u3002<\/p>\n<p>\u533a\u9593\u63a8\u5b9a\u3067\u983b\u7e41\u306b\u5229\u7528\u3055\u308c\u308b\u6982\u5ff5\u304c95%\u4fe1\u983c\u533a\u9593\u306899%\u4fe1\u983c\u533a\u9593\u3067\u3059\u3002\u7d71\u8a08\u51e6\u7406\u3059\u308b\u3068\u304d\u300195%\u308499%\u306e\u78ba\u7387\u304b\u3089\u9038\u8131\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u300c\u4f55\u304b\u7279\u6b8a\u306a\u3053\u3068\u304c\u8d77\u3053\u3063\u3066\u3044\u308b\u300d\u3068\u8003\u3048\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u533a\u9593\u63a8\u5b9a\u306f\u5b66\u8853\u7814\u7a76\u3084\u54c1\u8cea\u7ba1\u7406\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306a\u3069\u3001\u3042\u3089\u3086\u308b\u5834\u9762\u3067\u5229\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u533a\u9593\u63a8\u5b9a\u3084\u4fe1\u983c\u533a\u9593\u306e\u5185\u5bb9\u3092\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h2>\u70b9\u63a8\u5b9a\u3068\u9055\u3044\u3001\u533a\u9593\u63a8\u5b9a\u3067\u306f\u4e00\u5b9a\u533a\u9593\u3067\u5224\u65ad\u3059\u308b<\/h2>\n<p>\u7d71\u8a08\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u3068\u304d\u3001\u6700\u3082\u826f\u3044\u65b9\u6cd5\u306f\u5168\u6570\u8abf\u67fb\u3092\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u5168\u4f53\u306e\u30c7\u30fc\u30bf\uff08\u6bcd\u96c6\u56e3\uff09\u3092\u96c6\u3081\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u771f\u306e\u5024\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u591a\u304f\u306e\u5834\u5408\u3001\u5168\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u306e\u306f\u56f0\u96e3\u3067\u3059\u3002\u4f8b\u3048\u3070\u56fd\u6c11\u306e\u6210\u4eba\u7537\u6027\u306e\u5e73\u5747\u4f53\u91cd\u306f\u3044\u304f\u3089\u3067\u3057\u3087\u3046\u304b\u3002\u3053\u308c\u3092\u53b3\u5bc6\u306b\u8abf\u3079\u308b\u306e\u306f\u4e0d\u53ef\u80fd\u3067\u3042\u308a\u3001\u4e00\u3064\u306e\u56fd\u306b\u4f4f\u3093\u3067\u3044\u308b\u7537\u6027\u5168\u54e1\u306e\u4f53\u91cd\u3092\u8abf\u3079\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u305d\u3082\u305d\u3082\u3001\u4f53\u91cd\u6e2c\u5b9a\u306b\u5354\u529b\u3057\u3066\u304f\u308c\u306a\u3044\u4eba\u306f\u591a\u3044\u3067\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u4f8b\u3048\u3070\u30e9\u30f3\u30c0\u30e0\u306b\u9078\u3093\u3060100\u4eba\u306e\u4f53\u91cd\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002<span 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\/><\/p>\n<p>\u3064\u307e\u308a\u5e73\u5747\u5024\\(\u03bc\\)\u3092\u57fa\u6e96\u306b\u3057\u3066\u3001\u6a19\u6e96\u504f\u5dee\u306e2\u500d\uff08\\(2\u03c3\\)\uff09\u306e\u8ddd\u96e2\u306b\u3042\u308b\u7bc4\u56f2\u306b\u5168\u30c7\u30fc\u30bf\u306e95.5%\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u6a19\u6e96\u504f\u5dee\u306e3\u500d\uff08\\(3\u03c3\\)\uff09\u306e\u8ddd\u96e2\u306b\u3042\u308b\u7bc4\u56f2\u306b\u5168\u30c7\u30fc\u30bf\u306e99.7%\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u300195.5%\u308499.7%\u3068\u3044\u3046\u6570\u5b57\u3092\u898b\u305f\u3068\u304d\u300195%\u308499%\u306b\u5024\u304c\u8fd1\u3044\u3068\u601d\u308f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u3064\u307e\u308a\u5e73\u5747\u5024\\(\u03bc\\)\u3068\u6a19\u6e96\u504f\u5dee\\(\u03c3\\)\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u300195%\u4fe1\u983c\u533a\u9593\u308499%\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<h3>\u4fe1\u983c\u533a\u9593\u306e\u610f\u5473\u3092\u7406\u89e3\u3059\u308b<\/h3>\n<p>\u305d\u308c\u3067\u306f\u3001\u4fe1\u983c\u533a\u9593\u3068\u306f\u4f55\u3092\u610f\u5473\u3057\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u300295%\u4fe1\u983c\u533a\u9593\u308499%\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3059\u308b\u524d\u306b\u3001\u307e\u305a\u4fe1\u983c\u533a\u9593\u306e\u610f\u5473\u3092\u7406\u89e3\u3057\u307e\u3057\u3087\u3046\u300295%\u4fe1\u983c\u533a\u9593\u306b\u3064\u3044\u3066\u3001\u591a\u304f\u306e\u4eba\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u52d8\u9055\u3044\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u771f\u306e\u5024\u304c95%\u306e\u78ba\u7387\u3067\u4fe1\u983c\u533a\u9593\u306e\u4e2d\u306b\u5b58\u5728\u3059\u308b\u3002<\/li>\n<\/ul>\n<p>\u4f8b\u3048\u3070\u5148\u307b\u3069\u3001\u6210\u4eba\u7537\u6027\u306e\u5e73\u5747\u4f53\u91cd\u3092\u6e2c\u5b9a\u3059\u308b\u5834\u9762\u306b\u3064\u3044\u3066\u3001\u300c\u6210\u4eba\u7537\u6027\u306e\u4f53\u91cd\u306f95%\u306e\u78ba\u7387\u306761\uff5e71kg\u300d\u3068\u8a18\u3057\u307e\u3057\u305f\u3002\u308f\u304b\u308a\u3084\u3059\u304f\u8aac\u660e\u3059\u308b\u305f\u3081\u3053\u306e\u3088\u3046\u306b\u8a18\u3057\u307e\u3057\u305f\u304c\u3001\u6b63\u78ba\u306b\u3044\u3046\u3068\u3053\u306e\u8868\u73fe\u306f\u9593\u9055\u3044\u3067\u3059\u3002<\/p>\n<p>\u305d\u3046\u3067\u306f\u306a\u304f\u300195%\u4fe1\u983c\u533a\u9593\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8003\u3048\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u771f\u306e\u5024\u306f\u56fa\u5b9a\u3055\u308c\u3066\u304a\u308a\u3001\u6a19\u672c\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3066100\u56de\u6e2c\u5b9a\u3059\u308b\u3068\u300195%\u306e\u78ba\u7387\u3067\u771f\u306e\u5024\u3092\u542b\u3080\u3002<\/li>\n<\/ul>\n<p>\u3064\u307e\u308a<span style=\"color: #0000ff;\">100\u56de\u6e2c\u5b9a\u3059\u308b\u5834\u5408\u30015\u56de\u306f\u771f\u306e\u5024\u3092\u542b\u307e\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3059\u3002<\/span>\u56f3\u306b\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/hatsudy.com\/jp\/wp-content\/uploads\/2022\/03\/kfh3.jpg\" alt=\"\" width=\"600\" height=\"333\" class=\"aligncenter size-full wp-image-5516\" \/><\/p>\n<p>\u5f53\u7136\u3067\u3059\u304c\u3001\u771f\u306e\u5024\u306f\u56fa\u5b9a\u3055\u308c\u3066\u304a\u308a\u3001\u52d5\u304f\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u52d5\u304f\u306e\u306f\u6a19\u672c\u30c7\u30fc\u30bf\u306e\u307b\u3046\u3067\u3059\u3002\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306b\u3088\u3063\u306695%\u4fe1\u983c\u533a\u9593\u304c\u52d5\u304d\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u771f\u306e\u5024\u304b\u3089\u5927\u304d\u304f\u30ba\u30ec\u308b\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3059\u3002<\/p>\n<h3>95%\u4fe1\u983c\u533a\u9593\u308499%\u4fe1\u983c\u533a\u9593\u3067\u91cd\u8981\u306a\u6a19\u6e96\u8aa4\u5dee<\/h3>\n<p>\u3053\u3053\u307e\u3067\u306e\u3053\u3068\u3092\u7406\u89e3\u3057\u3066\u300195%\u4fe1\u983c\u533a\u9593\u308499%\u4fe1\u983c\u533a\u9593\u3092\u6c42\u3081\u307e\u3057\u3087\u3046\u300295.5%\u309295%\u3078\u5909\u3048\u308b\u3068\u304d\u3001\u307e\u305f99.7%\u309299%\u3078\u5909\u3048\u308b\u3068\u304d\u3001<span style=\"color: #ff0000;\">\u6a19\u6e96\u8aa4\u5dee<\/span>\u3092\u5229\u7528\u3057\u307e\u3059\u3002\u6a19\u6e96\u8aa4\u5dee\u3068\u3044\u3046\u306e\u306f\u3001\u6a19\u6e96\u504f\u5dee\u306e\u89aa\u305b\u304d\u3068\u7406\u89e3\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u6a19\u6e96\u504f\u5dee\u306f\u6bcd\u96c6\u56e3\u306e\u30c7\u30fc\u30bf\u306e\u3070\u3089\u3064\u304d\u3092\u8868\u3057\u307e\u3059\u3002\u4e00\u65b9\u3067\u6a19\u6e96\u8aa4\u5dee\u3067\u306f\u3001\u6a19\u672c\u306e\u30b5\u30f3\u30d7\u30eb\u6570\u3092\u8003\u616e\u3057\u305f\u30c7\u30fc\u30bf\u306e\u3070\u3089\u3064\u304d\u3092\u8868\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u6210\u4eba\u7537\u6027\u306e\u5e73\u5747\u4f53\u91cd\u3092\u5f97\u308b\u3068\u304d\u300110\u4eba\u306e\u4f53\u91cd\u3092\u8abf\u3079\u308b\u306e\u3068\u30011000\u4eba\u306e\u4f53\u91cd\u3092\u8abf\u3079\u308b\u306e\u3067\u306f\u30011000\u4eba\u3092\u8abf\u3079\u308b\u307b\u3046\u304c\u30c7\u30fc\u30bf\u306e\u4fe1\u983c\u6027\u306f\u9ad8\u3044\u3067\u3059\u3002\u305d\u3053\u3067\u6a19\u6e96\u504f\u5dee\u306b\u5bfe\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u4fe1\u983c\u6027\u3092\u52a0\u3048\u305f\u6307\u6a19\u304c\u6a19\u6e96\u8aa4\u5dee\u3067\u3059\u3002<\/p>\n<p>\u6a19\u6e96\u504f\u5dee\\(\u03c3\\)\u3068\u6a19\u6e96\u8aa4\u5deeSE\u306f\u4ee5\u4e0b\u306e\u516c\u5f0f\u3067\u8868\u3055\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\\(SE=\\displaystyle\\frac{\u03c3}{\\sqrt{n}}\\)<\/li>\n<\/ul>\n<p>\u30b5\u30f3\u30d7\u30eb\u6570\\(n\\)\u306e\u5024\u304c\u5927\u304d\u304f\u306a\u308b\u307b\u3069\u3001\u6a19\u6e96\u8aa4\u5deeSE\u306e\u5024\u306f\u5c0f\u3055\u304f\u306a\u308a\u307e\u3059\u3002<span style=\"color: #0000ff;\">\u30b5\u30f3\u30d7\u30eb\u6570\u304c\u591a\u3044\u307b\u3069\u4fe1\u983c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306b\u306a\u308b\u305f\u3081\u3001\u305d\u308c\u306b\u4f34\u3063\u3066SE\u306e\u5024\u3082\u5c0f\u3055\u304f\u306a\u308b\u306e\u3067\u3059\u3002<\/span><\/p>\n<p>\u307e\u305f\u3001<span style=\"color: #ff0000;\">\u6a19\u6e96\u8aa4\u5dee\u306f\u5e73\u5747\u5024\u306e\u3070\u3089\u3064\u304d\u3092\u8868\u3057\u307e\u3059\u3002<\/span>\u6a19\u672c\u306e\u30b5\u30f3\u30d7\u30eb\u6570\u304c\u591a\u3044\u307b\u3069\u3001\u5e73\u5747\u5024\u306e\u3070\u3089\u3064\u304d\u306f\u5c0f\u3055\u304f\u306a\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<p>\u7d71\u8a08\u3067\u306f\u3001\u30c7\u30fc\u30bf\u304c\u591a\u3044\u307b\u3069\u771f\u306e\u5024\u306b\u53ce\u675f\u3059\u308b\u3068\u3044\u3046\u6027\u8cea\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u4e2d\u5fc3\u6975\u9650\u5b9a\u7406\u3068\u3044\u3044\u307e\u3059\u3002\u3044\u305a\u308c\u306b\u3057\u3066\u3082\u30b5\u30f3\u30d7\u30eb\u6570\u304c\u591a\u3044\u3068\u3001\u6a19\u672c\u306e\u5e73\u5747\u5024\u306e\u3070\u3089\u3064\u304d\uff08\u6a19\u6e96\u8aa4\u5dee\uff09\u306f\u5c0f\u3055\u304f\u306a\u308b\u3053\u3068\u3092\u7406\u89e3\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u6a19\u6e96\u504f\u5dee\u3068\u6a19\u6e96\u8aa4\u5dee\u306e\u9055\u3044\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u6a19\u6e96\u504f\u5dee\uff1a\u30b5\u30f3\u30d7\u30eb\u4e00\u3064\u4e00\u3064\u306e\u3070\u3089\u3064\u304d<\/li>\n<li>\u6a19\u6e96\u8aa4\u5dee\uff1a\u30c7\u30fc\u30bf\u306e\u5e73\u5747\u5024\u306e\u3070\u3089\u3064\u304d<\/li>\n<\/ul>\n<p>\u306a\u304a\u5148\u307b\u3069\u3001\u300c\u5e73\u5747\u5024\\(\u00b12\u03c3\\)\uff08\u6a19\u6e96\u504f\u5dee\uff09\u306b\u5168\u30c7\u30fc\u30bf\u306e95.5%\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u300d\u300c\u5e73\u5747\u5024\\(\u00b13\u03c3\\)\uff08\u6a19\u6e96\u504f\u5dee\uff09\u306b\u5168\u30c7\u30fc\u30bf\u306e99.7%\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u300d\u3053\u3068\u3092\u8aac\u660e\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u540c\u3058\u3088\u3046\u306b\u3001\u6a19\u6e96\u8aa4\u5dee\u3067\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8003\u3048\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5e73\u5747\u5024\\(\u00b12SE\\)\uff08\u6a19\u6e96\u8aa4\u5dee\uff09\u306b95.5%\u306e<span style=\"color: #ff0000;\">\u5e73\u5747\u5024<\/span>\u304c\u542b\u307e\u308c\u3066\u3044\u308b<\/li>\n<li>\u5e73\u5747\u5024\\(\u00b13SE\\)\uff08\u6a19\u6e96\u8aa4\u5dee\uff09\u306b99.7%\u306e<span style=\"color: #ff0000;\">\u5e73\u5747\u5024<\/span>\u304c\u542b\u307e\u308c\u3066\u3044\u308b<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/hatsudy.com\/jp\/wp-content\/uploads\/2022\/03\/kfh4.jpg\" alt=\"\" width=\"500\" height=\"442\" class=\"aligncenter size-full wp-image-5517\" \/><\/p>\n<p>\u305f\u30602\u500d\u3059\u308b\u306895.5%\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u305d\u3053\u306795%\u306b\u3059\u308b\u305f\u3081\u30012\u500d\u3067\u306f\u306a\u304f1.96\u500d\u3092\u304b\u3051\u307e\u3057\u3087\u3046\u3002\u307e\u305f3\u500d\u3059\u308b\u306899.7%\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u305d\u3053\u306799%\u306b\u3059\u308b\u305f\u3081\u30013\u500d\u3067\u306f\u306a\u304f2.58\u500d\u3092\u304b\u3051\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u305d\u306e\u305f\u308195%\u4fe1\u983c\u533a\u9593\u308499%\u4fe1\u983c\u533a\u9593\u3092\u5f97\u308b\u516c\u5f0f\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/hatsudy.com\/jp\/wp-content\/uploads\/2022\/03\/kfh5.jpg\" alt=\"\" width=\"600\" height=\"147\" class=\"aligncenter size-full wp-image-5518\" \/><\/p>\n<p>\u8981\u306f\u4e0a\u306e\u5f0f\u306e\u3088\u3046\u306b\u3001\u6a19\u6e96\u8aa4\u5dee\u306b1.96\u3092\u304b\u3051\u308b\u3053\u3068\u306b\u3088\u3063\u306695%\u4fe1\u983c\u533a\u9593\u3092\u5f97\u3089\u308c\u307e\u3059\u3002\u307e\u305f\u6a19\u6e96\u8aa4\u5dee\u306b2.58\u3092\u304b\u3051\u308b\u3053\u3068\u306b\u3088\u3063\u306699%\u4fe1\u983c\u533a\u9593\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u6a19\u672c\u5e73\u5747\u306e\u6a19\u6e96\u504f\u5dee\u3068\u3044\u3046\u306e\u306f\u3001\u6bcd\u96c6\u56e3\u306e\u6a19\u6e96\u504f\u5dee\u306b\u6bd4\u3079\u3066\u3001\u6b63\u898f\u5206\u5e03\u306e\u5de6\u53f3\u304c\\(\\displaystyle\\frac{1}{\\sqrt{n}}\\)\u5c0f\u3055\u304f\u306a\u308b\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u30fb\u6bcd\u6a19\u6e96\u504f\u5dee\u3067\u306f\u306a\u304f\u3001\u6a19\u6e96\u8aa4\u5dee\uff08\u6a19\u672c\u6a19\u6e96\u504f\u5dee\uff09\u3092\u5229\u7528\u3059\u308b\u7406\u7531<\/strong><\/p>\n<p>\u6bcd\u96c6\u56e3\u306f\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u542b\u307f\u307e\u3059\u3002\u305d\u306e\u4e2d\u304b\u3089\u5c11\u6570\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u53d6\u308a\u51fa\u3059\u3068\u304d\u3001\u6bcd\u5e73\u5747\u306b\u8fd1\u3044\u30c7\u30fc\u30bf\u3092\u9078\u3076\u3053\u3068\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u6a19\u672c\u6a19\u6e96\u504f\u5dee\u3068\u3044\u3046\u306e\u306f\u3001\u6bcd\u6a19\u6e96\u504f\u5dee\uff08\u6bcd\u96c6\u56e3\u306e\u6a19\u6e96\u504f\u5dee\uff09\u306b\u6bd4\u3079\u3066\u6b63\u898f\u5206\u5e03\u306e\u5e45\u304c\u72ed\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/hatsudy.com\/jp\/wp-content\/uploads\/2022\/03\/efh4.jpg\" alt=\"\" width=\"600\" height=\"236\" class=\"aligncenter size-full wp-image-5534\" \/><\/p>\n<p>95%\u4fe1\u983c\u533a\u9593\u3068\u3044\u3046\u306e\u306f\u3001\u6a19\u672c\uff08\u5c11\u6570\u306e\u30b5\u30f3\u30d7\u30eb\uff09\u3092\u5229\u7528\u3057\u3066\u8a08\u7b97\u3057\u307e\u3059\u3002\u6bcd\u96c6\u56e3\u306f\u4e0d\u660e\u3067\u3042\u308b\u305f\u3081\u3001\u6bcd\u6a19\u6e96\u504f\u5dee\u306f\u308f\u304b\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u6bcd\u6a19\u6e96\u504f\u5dee\\(\u03c3\\)\u3067\u306f\u306a\u304f\u3001\u6a19\u672c\u6a19\u6e96\u504f\u5dee\uff08\u6a19\u6e96\u8aa4\u5dee\uff09\u3067\u3042\u308b\\(\\displaystyle\\frac{\u03c3}{\\sqrt{n}}\\)\u3092\u5229\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u6a19\u6e96\u8aa4\u5dee\u3068\u3044\u3046\u306e\u306f\u3001\u300c\u6bcd\u96c6\u56e3\u304b\u3089\u30b5\u30f3\u30d7\u30eb\u3068\u3057\u3066\u8907\u6570\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3057\u3001\u8abf\u3079\u308b\u3068\u304d\u306e\u6a19\u6e96\u504f\u5dee\u300d\u3068\u3044\u3048\u307e\u3059\u3002\u6bcd\u6a19\u6e96\u504f\u5dee\u3067\u306f\u306a\u304f\u3001\u6a19\u6e96\u8aa4\u5dee\u3092\u5229\u7528\u3059\u308b\u306e\u306f\u3001\u6a19\u672c\u306e\u6a19\u6e96\u504f\u5dee\u3092\u5229\u7528\u3057\u306695%\u4fe1\u983c\u533a\u9593\uff08\u307e\u305f\u306f99%\u4fe1\u983c\u533a\u9593\uff09\u3092\u51fa\u3059\u304b\u3089\u306a\u306e\u3067\u3059\u3002<\/p>\n<h2>\u4fe1\u983c\u533a\u9593\u3092\u7528\u3044\u305f\u6bcd\u5e73\u5747\u306e\u63a8\u5b9a<\/h2>\n<p>\u305d\u308c\u3067\u306f\u3001\u5b9f\u969b\u306b95%\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u4ee5\u4e0b\u306e\u554f\u984c\u306e\u7b54\u3048\u306f\u4f55\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<ul>\n<li>\u3042\u308b\u88fd\u54c1\u306b\u3064\u3044\u3066\u30e9\u30f3\u30c0\u30e0\u306b100\u500b\u3092\u62bd\u51fa\u3057\u3066\u8abf\u3079\u308b\u3068\u3001\u88fd\u54c1\u306e\u5bff\u547d\u306f\u5e73\u57471000\u6642\u9593\u3067\u3057\u305f\u3002\u88fd\u54c1\u306e\u5bff\u547d\u306f\u6b63\u898f\u5206\u5e03\u3057\u3001\u6a19\u6e96\u504f\u5dee\u304c200\u306e\u5834\u5408\u300195%\u4fe1\u983c\u533a\u9593\u3092\u6c42\u3081\u307e\u3057\u3087\u3046\u3002<\/li>\n<\/ul>\n<p>\u3053\u308c\u307e\u3067\u8aac\u660e\u3057\u305f\u3053\u3068\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u306e\u3067\u3042\u308c\u3070\u300195%\u4fe1\u983c\u533a\u9593\u306e\u8a08\u7b97\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u516c\u5f0f\u306b\u5f53\u3066\u306f\u3081\u308b\u3053\u3068\u306b\u3088\u3063\u306695%\u4fe1\u983c\u533a\u9593\u3092\u6c42\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\\(1000\u00b11.96\u00d7\\displaystyle\\frac{200}{\\sqrt{100}}=960.8,1039.2\\)<\/p>\n<ul>\n<li>\\(\u03bc=1000\\)<\/li>\n<li>\\(\u03c3=200\\)<\/li>\n<li>\\(n=100\\)<\/li>\n<\/ul>\n<p>\u3053\u3046\u3057\u3066\u300195%\u4fe1\u983c\u533a\u9593\u306f[960.8, 1039.2]\u3067\u3042\u308b\u3068\u308f\u304b\u308a\u307e\u3059\u3002\u6b63\u898f\u5206\u5e03\u3068\u6a19\u6e96\u504f\u5dee\u306e\u95a2\u4fc2\u3092\u7406\u89e3\u3057\u3066\u304a\u308a\u3001\u6a19\u6e96\u8aa4\u5dee\u306e\u6982\u5ff5\u3092\u5b66\u3079\u3070\u3001\u4fe1\u983c\u533a\u9593\u306e\u8a08\u7b97\u3092\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306e\u3088\u3046\u306a\u8a08\u7b97\u3092\u3057\u3066\u3082\u3001\u6bcd\u5e73\u5747\uff08\u771f\u306e\u5024\uff09\u304c\u3069\u3053\u306b\u3042\u308b\u306e\u304b\u308f\u304b\u308a\u307e\u305b\u3093\u3002\u305f\u3060\u30e9\u30f3\u30c0\u30e0\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\uff08\u7121\u4f5c\u70ba\u62bd\u51fa\uff09\u3092100\u56de\u3057\u3066\u3001\u305d\u306e\u3046\u306195\u56de\u306f\u6bcd\u5e73\u5747\u304c980\uff5e1200\u6642\u9593\u306e\u4e2d\u306b\u542b\u307e\u308c\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u3072\u3068\u307e\u305a\u6bcd\u5e73\u5747\u306f960.8\uff5e1039.2\u6642\u9593\u306e\u9593\u306b\u3042\u308b\u306e\u3067\u306f\u3068\u63a8\u6e2c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u533a\u9593\u63a8\u5b9a\u3092\u3059\u308b\u3068\u304d\u3001\u3069\u308c\u3060\u3051\u4fe1\u983c\u3067\u304d\u308b\u306e\u304b\u3092\u8868\u3059\u306e\u304c95%\u4fe1\u983c\u533a\u9593\u308499%\u4fe1\u983c\u533a\u9593\u3068\u7406\u89e3\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u6bcd\u6bd4\u7387\u306e\u63a8\u5b9a\uff1a\u6a19\u672c\u6bd4\u7387\u3092\u7528\u3044\u3066\u8a08\u7b97\u3059\u308b<\/h3>\n<p>\u306a\u304a\u5148\u307b\u3069\u3001\u6bcd\u5e73\u5747\u306b\u3064\u3044\u306695%\u4fe1\u983c\u533a\u9593\u3092\u7528\u3044\u3066\u63a8\u6e2c\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u3068\u304d\u5f53\u7136\u306a\u304c\u3089\u3001\u6bcd\u5e73\u5747\u4ee5\u5916\u306e\u9805\u76ee\u306b\u3064\u3044\u3066\u3082\u4fe1\u983c\u533a\u9593\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u4e00\u3064\u304c\u6bcd\u6bd4\u7387\u3067\u3059\u3002<\/p>\n<p><span style=\"color: #0000ff;\">\u3042\u308b\u7279\u5b9a\u306e\u6027\u8cea\u3092\u8a18\u3059\u8981\u7d20\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u5272\u5408\u3092\u6bcd\u6bd4\u7387\u3068\u3044\u3044\u307e\u3059\u3002<\/span>\u4f8b\u3048\u3070\u5168\u6821\u751f\u5f92\u306e\u3046\u3061\u300130%\u304c\u81ea\u8ee2\u8eca\u3067\u5b66\u6821\u3078\u901a\u3063\u3066\u3044\u308b\u5834\u5408\u3001\u81ea\u8ee2\u8eca\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u751f\u5f92\u306e\u6bcd\u6bd4\u7387\u306f30%\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u6bcd\u96c6\u56e3\u3092\u8abf\u3079\u308b\u306e\u306f\u5927\u5909\u306a\u306e\u3067\u3001\u6a19\u672c\u6bd4\u7387\u3092\u8abf\u3079\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u6a19\u672c\u3068\u3057\u3066\u5c11\u6570\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u96c6\u3081\u3001\u6a19\u672c\u306e\u6a19\u6e96\u504f\u5dee\u3092\u8abf\u3079\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u533a\u9593\u63a8\u5b9a\u3059\u308b\u306e\u3067\u3059\u3002\u3053\u306e\u3068\u304d\u30b5\u30f3\u30d7\u30eb\u6570\u3092\\(n\\)\u3001\u305d\u306e\u3046\u3061\u7279\u5b9a\u306e\u6027\u8cea\u3092\u3082\u3064\u8981\u7d20\u306e\u6570\u3092\\(X\\)\u3068\u3059\u308b\u3068\u3001\u6a19\u672c\u6bd4\u7387\\(R\\)\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8868\u3055\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\\(R=\\displaystyle\\frac{X}{n}\\)<\/li>\n<\/ul>\n<p>\u4f8b\u3048\u3070\u6a19\u672c\u306e\u30b5\u30f3\u30d7\u30eb\u4eba\u6570\u304c100\u3067\u3042\u308a\u3001\u305d\u306e\u3046\u306145\u4eba\u304c\u81ea\u8ee2\u8eca\u3067\u5b66\u6821\u306b\u901a\u3063\u3066\u3044\u308b\u5834\u5408\u3001\u6a19\u672c\u6bd4\u7387\u306f0.45\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u3053\u306e\u516c\u5f0f\u306b\u3064\u3044\u3066\u306f\u5bb9\u6613\u306b\u7406\u89e3\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u5148\u307b\u3069\u6bcd\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u3068\u304d\u3001\u5e73\u5747\u5024\u306e\u3070\u3089\u3064\u304d\uff08\u6a19\u6e96\u8aa4\u5dee\uff09\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u306695%\u4fe1\u983c\u533a\u9593\u3092\u6c42\u3081\u307e\u3057\u305f\u3002\u540c\u3058\u3088\u3046\u306b\u8003\u3048\u3066\u3001<span style=\"color: #0000ff;\">\u6a19\u672c\u6bd4\u7387\u306e\u3070\u3089\u3064\u304d\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3067\u304d\u308b<\/span>\u3068\u3044\u3046\u308f\u3051\u3067\u3059\u3002<\/p>\n<p>\u5f0f\u306e\u8a3c\u660e\u306f\u7701\u304d\u307e\u3059\u304c\u3001\u6a19\u672c\u6bd4\u7387\\(R\\)\u306e\u3070\u3089\u3064\u304d\u306f\u4ee5\u4e0b\u306e\u5f0f\u306b\u3088\u3063\u3066\u8868\u3055\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\\(\\sqrt{\\displaystyle\\frac{R(1-R)}{n}}\\)<\/li>\n<\/ul>\n<p>\u305d\u3053\u3067\u6bcd\u6bd4\u7387\u306e95%\u4fe1\u983c\u533a\u9593\u308499%\u4fe1\u983c\u533a\u9593\u3092\u6c42\u3081\u308b\u5834\u5408\u3001\u4ee5\u4e0b\u306e\u516c\u5f0f\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/hatsudy.com\/jp\/wp-content\/uploads\/2022\/03\/kfh8.jpg\" alt=\"\" width=\"600\" height=\"259\" class=\"aligncenter size-full wp-image-5521\" 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