{"id":1137,"date":"2023-07-27T13:02:39","date_gmt":"2023-07-27T13:02:39","guid":{"rendered":"https:\/\/statorials.org\/ja\/r%e3%81%a6%e3%82%99%e6%ad%a3%e8%a6%8f%e5%88%86%e5%b8%83%e3%82%92%e7%94%9f%e6%88%90%e3%81%99%e3%82%8b\/"},"modified":"2023-07-27T13:02:39","modified_gmt":"2023-07-27T13:02:39","slug":"r%e3%81%a6%e3%82%99%e6%ad%a3%e8%a6%8f%e5%88%86%e5%b8%83%e3%82%92%e7%94%9f%e6%88%90%e3%81%99%e3%82%8b","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r%e3%81%a6%e3%82%99%e6%ad%a3%e8%a6%8f%e5%88%86%e5%b8%83%e3%82%92%e7%94%9f%e6%88%90%e3%81%99%e3%82%8b\/","title":{"rendered":"R \u3067\u6b63\u898f\u5206\u5e03\u3092\u751f\u6210\u3059\u308b\u65b9\u6cd5 (\u4f8b\u3042\u308a)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3059\u308b<strong>rnorm()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001R \u3067<a href=\"https:\/\/statorials.org\/ja\/\u6b63\u898f\u5206\u5e03-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6b63\u898f\u5206\u5e03\u3092<\/a>\u3059\u3070\u3084\u304f\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>rnorm(n, mean=0, sd=1)<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>n:<\/strong>\u89b3\u6e2c\u5024\u306e\u6570\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5e73\u5747:<\/strong>\u6b63\u898f\u5206\u5e03\u306e\u5e73\u5747\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u5024\u306f 0 \u3067\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>sd:<\/strong>\u6b63\u898f\u5206\u5e03\u306e\u6a19\u6e96\u504f\u5dee\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u5024\u306f 1 \u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u3053\u306e\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066 R \u3067\u6b63\u898f\u5206\u5e03\u3092\u751f\u6210\u3059\u308b\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u95a2\u9023:<\/strong> <a href=\"https:\/\/statorials.org\/ja\/dnorm-pnorm-rnorm-qnorm-in-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u306e dnorm\u3001pnorm\u3001qnorm\u3001\u304a\u3088\u3073 rnorm \u306e\u30ac\u30a4\u30c9<\/a><\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b: R \u3067\u6b63\u898f\u5206\u5e03\u3092\u751f\u6210\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001R \u3067\u6b63\u898f\u5206\u5e03\u3092\u751f\u6210\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#make this example reproducible\n<span style=\"color: #000000;\">set.seed(1)<\/span>\n\n#generate sample of 200 obs. that follows normal dist. with mean=10 and sd=3<\/span>\ndata &lt;- rnorm(200, mean=10, sd=3)\n\n<span style=\"color: #008080;\">#view first 6 observations in sample\n<\/span>head(data)\n\n[1] 8.120639 10.550930 7.493114 14.785842 10.988523 7.538595\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u306e\u5206\u5e03\u306e\u5e73\u5747\u3068\u6a19\u6e96\u504f\u5dee\u3092\u3059\u3050\u306b\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 mean of sample\n<span style=\"color: #000000;\">mean(data)\n\n[1] 10.10662\n<\/span>\n#find standard deviation of sample\n<span style=\"color: #000000;\">sd(data)\n\n[1] 2.787292\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7c21\u5358\u306a\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u3066\u3001\u30c7\u30fc\u30bf\u5024\u306e\u5206\u5e03\u3092\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u3082\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;\">hist(data, col=' <span style=\"color: #008000;\">steelblue<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11442 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/normaldistr1.png\" alt=\"R \u3067\u6b63\u898f\u5206\u5e03\u3092\u751f\u6210\u3059\u308b\" width=\"452\" height=\"451\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/\u30b7\u30e3\u30d2\u309a\u30ed\u30fb\u30a6\u30a3\u30eb\u30af\u30fb\u30c6\u30b9\u30c8r\/\" target=\"_blank\" rel=\"noopener noreferrer\">Shapiro-Wilk \u691c\u5b9a<\/a>\u3092\u5b9f\u884c\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u6b63\u898f\u6bcd\u96c6\u56e3\u304b\u3089\u306e\u3082\u306e\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3082\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;\">shapiro.test(data)\n\n\tShapiro-Wilk normality test\n\ndata:data\nW = 0.99274, p-value = 0.4272\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u691c\u5b9a\u306e p \u5024\u306f<strong>0.4272<\/strong>\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3053\u306e\u5024\u306f 0.05 \u672a\u6e80\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u30b5\u30f3\u30d7\u30eb \u30c7\u30fc\u30bf\u306f\u6b63\u898f\u5206\u5e03\u3057\u305f\u6bcd\u96c6\u56e3\u304b\u3089\u306e\u3082\u306e\u3067\u3042\u308b\u3068\u60f3\u5b9a\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>rnorm()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3057\u305f\u305f\u3081\u3001\u3053\u306e\u7d50\u679c\u306f\u9a5a\u304f\u3079\u304d\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u95a2\u6570\u306f\u6b63\u898f\u5206\u5e03\u304b\u3089\u30c7\u30fc\u30bf\u306e\u30e9\u30f3\u30c0\u30e0\u306a\u30b5\u30f3\u30d7\u30eb\u3092\u81ea\u7136\u306b\u751f\u6210\u3057\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\/\u6b63\u898f\u5206\u5e03-r-\u3092\u30d5\u309a\u30ed\u30c3\u30c8\u3059\u308b\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u3067\u6b63\u898f\u5206\u5e03\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/dnorm-pnorm-rnorm-qnorm-in-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u306e dnorm\u3001pnorm\u3001qnorm\u3001rnorm \u306e\u30ac\u30a4\u30c9<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30b7\u30e3\u30d2\u309a\u30ed\u30fb\u30a6\u30a3\u30eb\u30af\u30fb\u30c6\u30b9\u30c8r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u3067\u6b63\u898f\u6027\u306b\u3064\u3044\u3066 Shapiro-Wilk \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3059\u308brnorm()\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001R \u3067\u6b63\u898f\u5206\u5e03\u3092\u3059\u3070\u3084\u304f\u751f\u6210\u3067\u304d\u307e\u3059\u3002 rnorm(n, mean=0, sd=1) \u91d1\uff1a n:\u89b3\u6e2c\u5024\u306e\u6570\u3002 \u5e73\u5747:\u6b63\u898f\u5206\u5e03\u306e\u5e73\u5747\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u5024\u306f 0 \u3067\u3059\u3002 sd:\u6b63\u898f [&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-1137","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>R \u3067\u6b63\u898f\u5206\u5e03\u3092\u751f\u6210\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d)<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u6b63\u898f\u5206\u5e03\u3092\u751f\u6210\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta 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