{"id":507,"date":"2023-07-29T16:22:24","date_gmt":"2023-07-29T16:22:24","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%83%ac%e3%83%98%e3%82%99%e3%83%b3%e3%82%b9%e3%82%99%e3%83%86%e3%82%b9%e3%83%88r\/"},"modified":"2023-07-29T16:22:24","modified_gmt":"2023-07-29T16:22:24","slug":"%e3%83%ac%e3%83%98%e3%82%99%e3%83%b3%e3%82%b9%e3%82%99%e3%83%86%e3%82%b9%e3%83%88r","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%83%ac%e3%83%98%e3%82%99%e3%83%b3%e3%82%b9%e3%82%99%e3%83%86%e3%82%b9%e3%83%88r\/","title":{"rendered":"R \u306e\u5206\u6563\u306e\u7b49\u4fa1\u6027\u306b\u3064\u3044\u3066 levene \u306e\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u591a\u304f\u306e\u7d71\u8a08\u691c\u5b9a (<a href=\"https:\/\/statorials.org\/ja\/\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\/\" target=\"_blank\" rel=\"noopener\">\u4e00\u5143\u914d\u7f6e ANOVA<\/a>\u3084<a href=\"https:\/\/statorials.org\/ja\/\u5206\u6563\u5206\u6790\u53cc\u65b9\u5411\/\" target=\"_blank\" rel=\"noopener\">\u4e8c\u5143\u914d\u7f6e ANOVA<\/a>\u306a\u3069) \u306f\u3001\u8907\u6570\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5206\u6563\u304c\u7b49\u3057\u3044\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u4eee\u8aac\u3092\u6b63\u5f0f\u306b\u30c6\u30b9\u30c8\u3059\u308b 1 \u3064\u306e\u65b9\u6cd5\u306f\u30012 \u3064\u4ee5\u4e0a\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5206\u6563\u304c\u7b49\u3057\u3044\u304b\u3069\u3046\u304b\u3092\u30c6\u30b9\u30c8\u3059\u308b<strong>Levene \u30c6\u30b9\u30c8\u3092<\/strong>\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c6\u30b9\u30c8\u306f\u6b21\u306e\u524d\u63d0\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u5e30\u7121\u4eee\u8aac (H <sub>0<\/sub> )<\/strong> : \u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5206\u6563\u306f\u7b49\u3057\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u5bfe\u7acb\u4eee\u8aac ( <sub>HA<\/sub> )<\/strong> : \u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5206\u6563\u306f<em>\u7b49\u3057\u304f\u3042\u308a\u307e\u305b\u3093<\/em>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u691c\u5b9a\u306e p \u5024\u304c\u9078\u629e\u3057\u305f\u6709\u610f\u6c34\u6e96\u3088\u308a\u5c0f\u3055\u3044\u5834\u5408\u306f\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3057\u3001\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5206\u6563\u304c\u7b49\u3057\u304f\u306a\u3044\u3068\u8a00\u3048\u308b\u5341\u5206\u306a\u8a3c\u62e0\u304c\u3042\u308b\u3068\u7d50\u8ad6\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>R \u3067 Levene \u306e\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">R \u3067 Levene \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3059\u308b<strong>car<\/strong>\u30e9\u30a4\u30d6\u30e9\u30ea\u306e<strong>leveneTest()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p style=\"text-align: left;\"> <span style=\"color: #000000;\">leveneTest (\u5fdc\u7b54\u5909\u6570 ~ \u30b0\u30eb\u30fc\u30d7\u5909\u6570\u3001\u30c7\u30fc\u30bf = \u30c7\u30fc\u30bf)<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u3068\u3057\u3066\u30013 \u3064\u306e\u7570\u306a\u308b\u6e1b\u91cf\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u4eba\u3005\u304c\u3069\u308c\u3060\u3051\u4f53\u91cd\u3092\u6e1b\u3089\u3057\u305f\u304b\u3092\u793a\u3059\u6b21\u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set. <span style=\"color: #3366ff;\">seeds<\/span> (0)\n\n<span style=\"color: #008080;\">#create data frame\n<\/span>data &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (program = rep(c(\"A\", \"B\", \"C\"), each = <span style=\"color: #008000;\">30<\/span> ),\n                   weight_loss = c(runif(30, 0, 3),\n                                   runif(30, 0, 5),\n                                   runif(30, 1, 7)))\n\n<span style=\"color: #008080;\">#view first six rows of data frame\n<\/span>head(data)\n\n# program weight_loss\n#1 A 2.6900916\n#2 A 0.7965260\n#3 A 1.1163717\n#4 A 1.7185601\n#5 A 2.7246234\n#6 A 0.6050458<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3089 3 \u3064\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u9593\u3067\u4f53\u91cd\u6e1b\u5c11\u306e\u5206\u6563\u304c\u7b49\u3057\u3044\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b\u306b\u306f\u3001 <strong>leveneTest()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3001\u6709\u610f\u6c34\u6e96\u3068\u3057\u3066 0.05 \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load car package\n<\/span><span style=\"color: #008000;\">library<\/span> (car)\n\n<span style=\"color: #008080;\">#conduct Levene's Test for equality of variances\n<\/span>leveneTest(weight_loss ~ program, data = data)\n\n#Levene's Test for Homogeneity of Variance (center = median)\n# Df F value Pr(&gt;F)  \n#group 2 4.1716 0.01862 *\n#87                  \n#---\n#Significant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u691c\u5b9a\u306e p \u5024\u306f<strong>0.01862<\/strong>\u3067\u3001\u6709\u610f\u6c34\u6e96 0.05 \u3092\u4e0b\u56de\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3057\u305f\u304c\u3063\u3066\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u30013 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5206\u6563\u306f\u7b49\u3057\u304f<em>\u306a\u3044<\/em>\u3068\u7d50\u8ad6\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5206\u6563\u306e\u9055\u3044\u3092\u8996\u899a\u5316\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">Levene \u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u3068\u30013 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5206\u6563\u304c\u7b49\u3057\u304f\u306a\u3044\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u306b\u52a0\u3048\u3066\u30013 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u305d\u308c\u305e\u308c\u306e\u4f53\u91cd\u6e1b\u5c11\u306e\u5206\u5e03\u3092\u8868\u793a\u3059\u308b\u7bb1\u3072\u3052\u56f3\u3092\u4f5c\u6210\u3057\u3066\u3001Levene \u306e\u691c\u5b9a\u304c\u5206\u6563\u7b49\u4fa1\u6027\u306e\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3057\u305f\u7406\u7531\u3092\u8996\u899a\u7684\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>boxplot(weight_loss ~ program,\n  data = data,\n  main = \"Weight Loss Distribution by Program\",\n  xlab = \"Program\",\n  ylab = \"Weight Loss\",\n  col = \"steelblue\",\n  border = \"black\")<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u30d7\u30ed\u30b0\u30e9\u30e0 C \u306e\u53c2\u52a0\u8005\u306e\u4f53\u91cd\u6e1b\u5c11\u306e\u5206\u6563\u306f\u3001\u4ed6\u306e 2 \u3064\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3088\u308a\u3082\u5927\u5e45\u306b\u5927\u304d\u3044\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3057\u305f\u304c\u3063\u3066\u3001Levene \u306e\u691c\u5b9a\u304c 3 \u3064\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u3067\u5206\u6563\u304c\u7b49\u3057\u3044\u3068\u3044\u3046\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u306e\u306f\u8ad6\u7406\u7684\u3067\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u7d71\u8a08\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067 Levene \u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/\u30ec\u30d5\u3099\u30f3\u30a8\u30af\u30bb\u30eb\u30c6\u30b9\u30c8\/\" target=\"_blank\" rel=\"noopener\">Excel \u3067 Levene \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/levenes-\u30c6\u30b9\u30c8-python\/\" target=\"_blank\" rel=\"noopener\">Python \u3067 Levine \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30ec\u30d8\u3099\u30f3\u30b9\u3099-spss-\u30c6\u30b9\u30c8\/\" target=\"_blank\" rel=\"noopener\">SPSS \u3067 Levene \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30ec\u30d8\u3099\u30f3\u30b9\u3099\u30b9\u30c6\u30fc\u30bf\u30b9\u30c6\u30b9\u30c8\/\" target=\"_blank\" rel=\"noopener\">Stata \u3067 Levene \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u304f\u306e\u7d71\u8a08\u691c\u5b9a (\u4e00\u5143\u914d\u7f6e ANOVA\u3084\u4e8c\u5143\u914d\u7f6e ANOVA\u306a\u3069) \u306f\u3001\u8907\u6570\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5206\u6563\u304c\u7b49\u3057\u3044\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u3044\u307e\u3059\u3002 \u3053\u306e\u4eee\u8aac\u3092\u6b63\u5f0f\u306b\u30c6\u30b9\u30c8\u3059\u308b 1 \u3064\u306e\u65b9\u6cd5\u306f\u30012 \u3064\u4ee5\u4e0a\u306e\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5206\u6563\u304c\u7b49\u3057\u3044\u304b\u3069\u3046\u304b\u3092\u30c6 [&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-507","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\u5206\u6563\u306e\u7b49\u4fa1\u6027\u306b\u3064\u3044\u3066 Levene \u306e\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - Statology<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u5206\u6563\u306e\u7b49\u4fa1\u6027\u306b\u95a2\u3059\u308b Levene \u306e\u691c\u5b9a\u3092\u7c21\u5358\u306b\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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