{"id":2232,"date":"2023-07-23T03:34:09","date_gmt":"2023-07-23T03:34:09","guid":{"rendered":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e7%b5%8c%e9%a8%93%e5%89%87\/"},"modified":"2023-07-23T03:34:09","modified_gmt":"2023-07-23T03:34:09","slug":"r-%e3%81%ae%e7%b5%8c%e9%a8%93%e5%89%87","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e7%b5%8c%e9%a8%93%e5%89%87\/","title":{"rendered":"R \u3067\u7d4c\u9a13\u5247\u3092\u9069\u7528\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">68-95-99.7 \u30eb\u30fc\u30eb\u3068\u3082\u547c\u3070\u308c\u308b<b>\u7d4c\u9a13\u5247<\/b>\u3067\u306f\u3001\u6b63\u898f\u5206\u5e03\u3092\u6301\u3064\u7279\u5b9a\u306e\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u306b\u3064\u3044\u3066\u6b21\u306e\u3088\u3046\u306b\u8ff0\u3079\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u5024\u306e<b>68% \u306f<\/b>\u5e73\u5747\u5024\u306e 1 \u6a19\u6e96\u504f\u5dee\u4ee5\u5185\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u5024\u306e<b>95% \u306f<\/b>\u5e73\u5747\u5024\u306e 2 \u6a19\u6e96\u504f\u5dee\u4ee5\u5185\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u5024\u306e<b>99.7% \u304c<\/b>\u5e73\u5747\u5024\u306e 3 \u6a19\u6e96\u504f\u5dee\u4ee5\u5185\u306b\u53ce\u307e\u308a\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u306e\u7d4c\u9a13\u5247\u3092\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9069\u7528\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>R \u306b\u7d4c\u9a13\u5247\u3092\u9069\u7528\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">R \u306e<strong>pnorm()<\/strong>\u95a2\u6570\u306f\u3001\u6b63\u898f\u5206\u5e03\u306e\u7d2f\u7a4d\u5bc6\u5ea6\u95a2\u6570\u306e\u5024\u3092\u8fd4\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u95a2\u6570\u306f\u6b21\u306e\u57fa\u672c\u69cb\u6587\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>pnorm(q, \u5e73\u5747, sd)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>q<\/strong> : \u6b63\u898f\u5206\u5e03\u3059\u308b\u78ba\u7387\u5909\u6570\u306e\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5e73\u5747\u5024<\/strong>: \u5e73\u5747\u5206\u5e03<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>sd<\/strong> : \u5206\u5e03\u306e\u6a19\u6e96\u504f\u5dee<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3057\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u6a19\u6e96\u504f\u5dee\u306e\u9593\u306b\u3042\u308b\u6b63\u898f\u5206\u5e03\u66f2\u7dda\u306e\u4e0b\u306e\u9818\u57df\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find area under normal curve within 1 standard deviation of mean<\/span>\npnorm(1) - pnorm(-1)\n\n[1] 0.6826895\n\n<span style=\"color: #008080;\">#find area under normal curve within 2 standard deviations of mean<\/span> \npnorm(2) - pnorm(-2)\n\n[1] 0.9544997\n\n<span style=\"color: #008080;\">#find area under normal curve within 3 standard deviations of mean<\/span> \npnorm(3) - pnorm(-3)\n\n[1] 0.9973002\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7d50\u679c\u304b\u3089\u6b21\u306e\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u5024\u306e<b>68% \u306f<\/b>\u5e73\u5747\u5024\u306e 1 \u6a19\u6e96\u504f\u5dee\u4ee5\u5185\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u5024\u306e<b>95% \u306f<\/b>\u5e73\u5747\u5024\u306e 2 \u6a19\u6e96\u504f\u5dee\u4ee5\u5185\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u5024\u306e<b>99.7% \u304c<\/b>\u5e73\u5747\u5024\u306e 3 \u6a19\u6e96\u504f\u5dee\u4ee5\u5185\u306b\u53ce\u307e\u308a\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u5b9f\u969b\u306b\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u3067\u7d4c\u9a13\u5247\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 1: R \u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u7d4c\u9a13\u5247\u3092\u9069\u7528\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5e73\u5747\u304c<strong>7<\/strong> \u3001\u6a19\u6e96\u504f\u5dee\u304c<strong>2.2<\/strong>\u306e\u6b63\u898f\u5206\u5e03\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u3069\u306e\u5024\u306b\u30c7\u30fc\u30bf\u306e 68%\u300195%\u300199.7% \u304c\u542b\u307e\u308c\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#define mean and standard deviation values<\/span>\nmean=7<\/span>\n<span style=\"color: #000000;\">sd=2.2<\/span>\n\n#find which values contain 68% of data<\/span>\nmean-2.2; mean+2.2\n\n[1] 4.8\n[1] 9.2\n\n<span style=\"color: #008080;\">#find which values contain 95% of data\n<\/span>mean-2*2.2; mean+2*2.2\n\n[1] 2.6\n[1] 11.4\n\n<span style=\"color: #008080;\">#find which values contain 99.7% of data\n<\/span>mean-3*2.2; mean+3*2.2\n\n[1] 0.4\n[1] 13.6\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u306e\u51fa\u529b\u304b\u3089\u6b21\u306e\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u306e 68% \u306f<strong>4.8<\/strong> \uff5e <strong>9.2<\/strong>\u306e\u9593\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u306e 95% \u306f<strong>2.6<\/strong> \uff5e <strong>11.4<\/strong>\u306e\u9593\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u306e 99.7% \u306f<strong>0.4<\/strong> \uff5e <strong>13.6<\/strong>\u306e\u9593\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 2: \u7279\u5b9a\u306e\u5024\u306e\u9593\u306b\u30c7\u30fc\u30bf\u306e\u4f55\u30d1\u30fc\u30bb\u30f3\u30c8\u304c\u542b\u307e\u308c\u308b\u304b\u3092\u6c7a\u5b9a\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5e73\u5747\u304c 100\u3001\u6a19\u6e96\u504f\u5dee\u304c 5 \u306e\u6b63\u898f\u5206\u5e03\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u3042\u308b\u3068\u60f3\u50cf\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u5206\u5e03\u306e\u5024<strong>99<\/strong>\u3068<strong>105<\/strong>\u306e\u9593\u306b\u30c7\u30fc\u30bf\u306e\u4f55\u30d1\u30fc\u30bb\u30f3\u30c8\u304c\u542b\u307e\u308c\u308b\u304b\u3092\u77e5\u308a\u305f\u3044\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\"><strong>pnorm(<\/strong> ) \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u7b54\u3048\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find area under normal curve between 99 and 105<\/span>\npnorm(105, mean=100, sd=5) - pnorm(99, mean=100, sd=5)\n\n[1] 0.4206045\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u306e\u5206\u5e03\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e<strong>42.06%<\/strong>\u304c\u5024 99 \u3068 105 \u306e\u9593\u306b\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/ja\/\u30a8\u30af\u30bb\u30eb\u306e\u7d4c\u9a13\u5247\/\" target=\"_blank\" rel=\"noopener\">Excel \u3067\u7d4c\u9a13\u5247\u3092\u9069\u7528\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u5b9f\u8df5\u7684\u306a\u30eb\u30fc\u30eb\u306e\u7d4c\u9a13\u7684\u554f\u984c\/\" target=\"_blank\" rel=\"noopener\">\u7d4c\u9a13\u5247\u3092\u5b9f\u8df5\u3059\u308b\u969b\u306e\u554f\u984c\u70b9<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u7d4c\u9a13\u5247\u8a08\u7b97\u6a5f\/\" target=\"_blank\" rel=\"noopener\">\u7d4c\u9a13\u5247\u306b\u3088\u308b\u8a08\u7b97<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>68-95-99.7 \u30eb\u30fc\u30eb\u3068\u3082\u547c\u3070\u308c\u308b\u7d4c\u9a13\u5247\u3067\u306f\u3001\u6b63\u898f\u5206\u5e03\u3092\u6301\u3064\u7279\u5b9a\u306e\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u306b\u3064\u3044\u3066\u6b21\u306e\u3088\u3046\u306b\u8ff0\u3079\u3089\u308c\u3066\u3044\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u5024\u306e68% \u306f\u5e73\u5747\u5024\u306e 1 \u6a19\u6e96\u504f\u5dee\u4ee5\u5185\u306b\u3042\u308a\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u5024\u306e95% \u306f\u5e73\u5747\u5024\u306e 2 \u6a19 [&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-2232","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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