{"id":1130,"date":"2023-07-27T13:38:47","date_gmt":"2023-07-27T13:38:47","guid":{"rendered":"https:\/\/statorials.org\/ja\/r-%e3%81%a6%e3%82%99%e3%81%ae%e3%82%ab%e3%82%a4%e4%ba%8c%e4%b9%97%e9%81%a9%e5%90%88%e5%ba%a6%e6%a4%9c%e5%ae%9a\/"},"modified":"2023-07-27T13:38:47","modified_gmt":"2023-07-27T13:38:47","slug":"r-%e3%81%a6%e3%82%99%e3%81%ae%e3%82%ab%e3%82%a4%e4%ba%8c%e4%b9%97%e9%81%a9%e5%90%88%e5%ba%a6%e6%a4%9c%e5%ae%9a","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r-%e3%81%a6%e3%82%99%e3%81%ae%e3%82%ab%e3%82%a4%e4%ba%8c%e4%b9%97%e9%81%a9%e5%90%88%e5%ba%a6%e6%a4%9c%e5%ae%9a\/","title":{"rendered":"R \u3067\u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u30ab\u30a4<\/span><strong><a href=\"https:\/\/statorials.org\/ja\/\u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u30c6\u30b9\u30c8\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a\u306f\u3001<\/a><\/strong><span style=\"color: #000000;\">\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u304c\u4eee\u8aac\u5206\u5e03\u306b\u5f93\u3046\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><strong>\u4f8b: R \u3067\u306e\u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a<\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u5e97\u4e3b\u306f\u3001\u6bce\u65e5\u540c\u3058\u6570\u306e\u9867\u5ba2\u304c\u5e97\u306b\u6765\u308b\u3068\u8a00\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u4eee\u8aac\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306b\u3001\u7814\u7a76\u8005\u306f\u7279\u5b9a\u306e\u9031\u306b\u6765\u5e97\u3059\u308b\u9867\u5ba2\u306e\u6570\u3092\u8a18\u9332\u3057\u3001\u6b21\u306e\u3053\u3068\u3092\u767a\u898b\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u6708\u66dc\u65e5:<\/strong> 50 \u4eba\u306e\u9867\u5ba2<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u706b\u66dc\u65e5\uff1a<\/strong>\u304a\u5ba2\u69d860\u540d<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u6c34\u66dc\u65e5\uff1a<\/strong>\u304a\u5ba2\u69d840\u540d<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u6728\u66dc\u65e5\uff1a<\/strong>\u304a\u5ba2\u69d847\u540d<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u91d1\u66dc\u65e5\uff1a<\/strong> 53\u540d\u306e\u304a\u5ba2\u69d8<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u3001R \u3067\u30ab\u30a4 2 \u4e57\u9069\u5408\u5ea6\u691c\u5b9a\u3092\u5b9f\u884c\u3057\u3001\u30c7\u30fc\u30bf\u304c\u5e97\u8217\u6240\u6709\u8005\u306e\u4e3b\u5f35\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 1: \u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305a\u3001\u89b3\u6e2c\u3055\u308c\u305f\u983b\u5ea6\u3068\u3001\u6bce\u65e5\u306e\u9867\u5ba2\u306e\u4e88\u60f3\u3055\u308c\u308b\u5272\u5408\u3092\u542b\u3080 2 \u3064\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>observed &lt;- c(50, 60, 40, 47, 53) \nexpected &lt;- c(.2, .2, .2, .2, .2) <span style=\"color: #008080;\">#must add up to 1\n<\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 2: \u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3059\u308b<strong>chisq.test()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ab\u30a4 2 \u4e57\u9069\u5408\u691c\u5b9a\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>chisq.test(x, p)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong>\u89b3\u6e2c\u3055\u308c\u305f\u5468\u6ce2\u6570\u306e\u6570\u5024\u30d9\u30af\u30c8\u30eb\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>p:<\/strong>\u4e88\u60f3\u3055\u308c\u308b\u6bd4\u7387\u306e\u6570\u5024\u30d9\u30af\u30c8\u30eb\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u3053\u306e\u4f8b\u3067\u3053\u306e\u95a2\u6570\u3092\u4f7f\u7528\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;\">#perform Chi-Square Goodness of Fit Test<\/span>\nchisq.test(x=observed, p=expected)\n\n\tChi-squared test for given probabilities\n\ndata: observed\nX-squared = 4.36, df = 4, p-value = 0.3595<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u7d71\u8a08\u91cf\u306f<strong>4.36<\/strong>\u3067\u3001\u5bfe\u5fdc\u3059\u308b p \u5024\u306f<strong>0.3595<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">p \u5024\u306f\u3001n-1 \u81ea\u7531\u5ea6 (dof) \u306e\u30ab\u30a4 2 \u4e57\u5024\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u3053\u3067\u3001n \u306f\u7570\u306a\u308b\u30ab\u30c6\u30b4\u30ea\u306e\u6570\u3067\u3059\u3002\u3053\u306e\u5834\u5408\u3001df = 5-1 = 4 \u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/\u30ab\u30a4\u4e8c\u4e57-p-\u5024\u8a08\u7b97\u6a5f\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30ab\u30a4\u4e8c\u4e57\u304b\u3089 P \u5024\u3078\u306e\u8a08\u7b97\u30c4\u30fc\u30eb<\/a>\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001df = 4 \u306e X <sup>2<\/sup> = 4.36 \u306b\u5bfe\u5fdc\u3059\u308b p \u5024\u304c<strong>0.35947<\/strong>\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a\u3067\u306f\u6b21\u306e\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\u304c\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u3092\u601d\u3044\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> : (\u5e30\u7121\u4eee\u8aac)<\/strong>\u5909\u6570\u306f\u4eee\u8aac\u306e\u5206\u5e03\u306b\u5f93\u3044\u307e\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>1<\/sub> : (\u5bfe\u7acb\u4eee\u8aac)<\/strong>\u5909\u6570\u306f\u4eee\u8aac\u306e\u5206\u5e03\u306b\u5f93\u3044\u307e\u305b\u3093\u3002<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">p \u5024 (0.35947) \u306f 0.05 \u672a\u6e80\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3067\u304d\u307e\u305b\u3093\u3002\u3053\u308c\u306f\u3001\u9867\u5ba2\u306e\u672c\u5f53\u306e\u5206\u5e03\u304c\u5e97\u4e3b\u304c\u5831\u544a\u3057\u305f\u3082\u306e\u3068\u7570\u306a\u308b\u3068\u8a00\u3048\u308b\u5341\u5206\u306a\u8a3c\u62e0\u304c\u306a\u3044\u3053\u3068\u3092\u610f\u5473\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\/r-\u3066\u3099\u306e\u30ab\u30a4-2-\u4e57\u72ec\u7acb\u6027\u691c\u5b9a\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u3067\u30ab\u30a4\u4e8c\u4e57\u72ec\u7acb\u6027\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/p-\u30ab\u30a4-2-\u4e57\u5024-r-\u7d71\u8a08\u91cf\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u306e\u30ab\u30a4\u4e8c\u4e57\u7d71\u8a08\u91cf\u306e P \u5024\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30ab\u30a4\u4e8c\u4e57\u81e8\u754c\u5024-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u306e\u81e8\u754c\u30ab\u30a4\u4e8c\u4e57\u5024\u3092\u898b\u3064\u3051\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a\u306f\u3001\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u304c\u4eee\u8aac\u5206\u5e03\u306b\u5f93\u3046\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002 \u4f8b: R \u3067\u306e\u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a \u5e97\u4e3b\u306f\u3001\u6bce\u65e5 [&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-1130","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\u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u4f8b\u3092\u6319\u3052\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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