{"id":1090,"date":"2023-07-27T16:55:18","date_gmt":"2023-07-27T16:55:18","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%82%b7%e3%83%a3%e3%83%92%e3%82%9a%e3%83%ad%e3%83%bb%e3%82%a6%e3%82%a3%e3%83%ab%e3%82%af%e3%83%bb%e3%83%86%e3%82%b9%e3%83%88r\/"},"modified":"2023-07-27T16:55:18","modified_gmt":"2023-07-27T16:55:18","slug":"%e3%82%b7%e3%83%a3%e3%83%92%e3%82%9a%e3%83%ad%e3%83%bb%e3%82%a6%e3%82%a3%e3%83%ab%e3%82%af%e3%83%bb%e3%83%86%e3%82%b9%e3%83%88r","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%82%b7%e3%83%a3%e3%83%92%e3%82%9a%e3%83%ad%e3%83%bb%e3%82%a6%e3%82%a3%e3%83%ab%e3%82%af%e3%83%bb%e3%83%86%e3%82%b9%e3%83%88r\/","title":{"rendered":"R \u3067 shapiro-wilk \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u30b7\u30e3\u30d4\u30ed\u30fb\u30a6\u30a3\u30eb\u30af\u691c\u5b9a\u306f<\/strong>\u6b63\u898f\u6027\u306e\u691c\u5b9a\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u304c<a href=\"https:\/\/statorials.org\/ja\/\u6b63\u898f\u5206\u5e03-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6b63\u898f\u5206\u5e03<\/a>\u306b\u7531\u6765\u3059\u308b\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\u30bf\u30a4\u30d7\u306e\u691c\u5b9a\u306f\u3001\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u6b63\u898f\u5206\u5e03\u306b\u7531\u6765\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u308c\u306f\u3001<a href=\"https:\/\/statorials.org\/ja\/\u91cd\u7dda\u5f62\u56de\u5e30r\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u56de\u5e30<\/a>\u3001 <a href=\"https:\/\/statorials.org\/ja\/\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\/\" target=\"_blank\" rel=\"noopener noreferrer\">ANOVA<\/a> \u3001 <a href=\"https:\/\/statorials.org\/ja\/\u30b5\u30f3\u30d5\u309a\u30eb-t-\u691c\u5b9a\/\" target=\"_blank\" rel=\"noopener noreferrer\">t \u691c\u5b9a<\/a>\u306a\u3069\u3001\u591a\u304f\u306e\u7d71\u8a08\u691c\u5b9a\u3067\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u4eee\u5b9a\u3067\u3059\u3002 \u300c\u305d\u306e\u4ed6\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">R \u306e\u6b21\u306e\u7d44\u307f\u8fbc\u307f\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066 Shapiro-Wilk \u30c6\u30b9\u30c8\u3092\u7c21\u5358\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b7\u30e3\u30d4\u30ed.\u30c6\u30b9\u30c8(x)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong>\u30c7\u30fc\u30bf\u5024\u306e\u6570\u5024\u30d9\u30af\u30c8\u30eb\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u306e\u95a2\u6570\u306f\u3001 <em>W<\/em>\u691c\u5b9a\u7d71\u8a08\u91cf\u3068\u5bfe\u5fdc\u3059\u308b p \u5024\u3092\u751f\u6210\u3057\u307e\u3059\u3002 p \u5024\u304c \u03b1 = 0.05 \u672a\u6e80\u306e\u5834\u5408\u3001\u30b5\u30f3\u30d7\u30eb\u304c\u6b63\u898f\u5206\u5e03\u3057\u305f\u6bcd\u96c6\u56e3\u304b\u3089\u306e\u3082\u306e\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u5341\u5206\u306a\u8a3c\u62e0\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><em><strong>\u6ce8:<\/strong> shapiro.test() \u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u306b\u306f\u3001\u30b5\u30f3\u30d7\u30eb \u30b5\u30a4\u30ba\u306f 3 \uff5e 5,000 \u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/em><\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u3053\u306e\u6a5f\u80fd\u306e\u5b9f\u969b\u306e\u4f7f\u7528\u4f8b\u3092\u3044\u304f\u3064\u304b\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 1: \u6b63\u898f\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b Shapiro-Wilk \u691c\u5b9a<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u30b5\u30f3\u30d7\u30eb \u30b5\u30a4\u30ba n=100 \u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066 Shapiro-Wilk \u691c\u5b9a\u3092\u5b9f\u884c\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<\/span>\nset.seed(0)\n\n<span style=\"color: #008080;\">#create dataset of 100 random values generated from a normal distribution<\/span>\ndata &lt;- rnorm(100)\n\n<span style=\"color: #008080;\">#perform Shapiro-Wilk test for normality<\/span>\nshapiro.test(data)\n\n\tShapiro-Wilk normality test\n\ndata:data\nW = 0.98957, p-value = 0.6303\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u691c\u5b9a\u306e p \u5024\u306f<strong>0.6303<\/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;\">\u5e73\u5747 = 0\u3001\u6a19\u6e96\u504f\u5dee = 1 \u306e\u6b63\u898f\u5206\u5e03\u304b\u3089\u30e9\u30f3\u30c0\u30e0\u306a\u5024\u3092\u751f\u6210\u3059\u308b rnorm() \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30b5\u30f3\u30d7\u30eb \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<\/span><\/p>\n<p><strong><span style=\"color: #000000;\">\u95a2\u9023:<\/span><\/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><\/p>\n<p><span style=\"color: #000000;\">\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u3066\u3001\u30b5\u30f3\u30d7\u30eb \u30c7\u30fc\u30bf\u304c\u6b63\u898f\u5206\u5e03\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u8996\u899a\u7684\u306b\u691c\u8a3c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>hist(data, col=' <span style=\"color: #008000;\">steelblue<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11164 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/shapiror1.png\" alt=\"R \u306e\u6b63\u898f\u6027\u306b\u95a2\u3059\u308b Shapiro-Wilk \u691c\u5b9a\" width=\"391\" height=\"401\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u5206\u5e03\u306f\u3001\u6b63\u898f\u5206\u5e03\u30c7\u30fc\u30bf\u306e\u5178\u578b\u7684\u306a\u3001\u5206\u5e03\u306e\u4e2d\u5fc3\u306b\u30d4\u30fc\u30af\u3092\u6301\u3064\u975e\u5e38\u306b\u91e3\u9418\u578b\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 2: \u975e\u6b63\u898f\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b Shapiro-Wilk \u691c\u5b9a<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u5024\u304c<a href=\"https:\/\/statorials.org\/ja\/\u9b5a\u306e\u5206\u5e03\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30dd\u30a2\u30bd\u30f3\u5206\u5e03<\/a>\u304b\u3089\u30e9\u30f3\u30c0\u30e0\u306b\u751f\u6210\u3055\u308c\u308b\u30b5\u30f3\u30d7\u30eb \u30b5\u30a4\u30ba n=100 \u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u30b7\u30e3\u30d4\u30ed \u30a6\u30a3\u30eb\u30af \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\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<\/span>\nset.seed(0)\n\n<span style=\"color: #008080;\">#create dataset of 100 random values generated from a Poisson distribution<\/span>\ndata &lt;- rpois(n=100, lambda=3)\n\n<span style=\"color: #008080;\">#perform Shapiro-Wilk test for normality<\/span>\nshapiro.test(data)\n\n\tShapiro-Wilk normality test\n\ndata:data\nW = 0.94397, p-value = 0.0003393\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u691c\u5b9a\u306e p \u5024\u306f<strong>0.0003393<\/strong>\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3053\u306e\u5024\u306f 0.05 \u672a\u6e80\u3067\u3042\u308b\u305f\u3081\u3001\u30b5\u30f3\u30d7\u30eb \u30c7\u30fc\u30bf\u304c\u6b63\u898f\u5206\u5e03\u3057\u305f\u6bcd\u96c6\u56e3\u304b\u3089\u306e\u3082\u306e\u3067<em>\u306f\u306a\u3044<\/em>\u3068\u8a00\u3048\u308b\u5341\u5206\u306a\u8a3c\u62e0\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30dd\u30a2\u30bd\u30f3\u5206\u5e03\u304b\u3089\u30e9\u30f3\u30c0\u30e0\u306a\u5024\u3092\u751f\u6210\u3059\u308b rpois() \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30b5\u30f3\u30d7\u30eb \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<\/span><\/p>\n<p><strong><span style=\"color: #000000;\">\u95a2\u9023:<\/span><\/strong> <a href=\"https:\/\/statorials.org\/ja\/\u30db\u309a\u30a4\u30b9-\u30db\u309a\u30a4\u30b9-q\u30db\u309a\u30a4\u30b9-r\u30db\u309a\u30a4\u30b9-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u306e dpois\u3001ppois\u3001qpois\u3001\u304a\u3088\u3073 rpois \u306e\u30ac\u30a4\u30c9<\/a><\/p>\n<p><span style=\"color: #000000;\">\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u3066\u3001\u30b5\u30f3\u30d7\u30eb \u30c7\u30fc\u30bf\u304c\u6b63\u898f\u5206\u5e03\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u8996\u899a\u7684\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>hist(data, col=' <span style=\"color: #008000;\">coral2<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11165 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/shapiror2.png\" alt=\"R \u306e Shapiro-Wilk \u691c\u5b9a\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\" width=\"386\" height=\"388\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u5206\u5e03\u306f\u53f3\u306b\u6b6a\u3093\u3067\u3044\u3066\u3001\u6b63\u898f\u5206\u5e03\u306b\u4f34\u3046\u5178\u578b\u7684\u306a\u300c\u91e3\u9418\u578b\u300d\u3067\u306f\u306a\u3044\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u306f Shapiro-Wilk \u691c\u5b9a\u306e\u7d50\u679c\u3068\u4e00\u81f4\u3057\u3066\u304a\u308a\u3001\u6a19\u672c\u30c7\u30fc\u30bf\u304c\u6b63\u898f\u5206\u5e03\u304b\u3089\u306e\u3082\u306e\u3067\u306f\u306a\u3044\u3053\u3068\u304c\u78ba\u8a8d\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<h3><strong>\u975e\u6b63\u898f\u30c7\u30fc\u30bf\u3092\u3069\u3046\u3059\u308b\u304b<\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u6b63\u898f\u5206\u5e03\u3057\u3066\u3044<em>\u306a\u3044<\/em>\u5834\u5408\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u6b21\u306e\u3044\u305a\u308c\u304b\u306e\u5909\u63db\u3092\u5b9f\u884c\u3057\u3066\u3001\u3088\u308a\u6b63\u898f\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \u5bfe\u6570\u5909\u63db:<\/strong>\u5fdc\u7b54\u5909\u6570\u3092 y \u304b\u3089<strong>log(y)<\/strong>\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \u5e73\u65b9\u6839\u5909\u63db:<\/strong>\u5fdc\u7b54\u5909\u6570\u3092 y \u304b\u3089<strong>\u221ay<\/strong>\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3. \u7acb\u65b9\u6839\u5909\u63db:<\/strong>\u5fdc\u7b54\u5909\u6570\u3092 y \u304b\u3089<strong>y <sup>1\/3<\/sup><\/strong>\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3089\u306e\u5909\u63db\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u5fdc\u7b54\u5909\u6570\u306f\u901a\u5e38\u3001\u6b63\u898f\u5206\u5e03\u306b\u8fd1\u4f3c\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3089\u306e\u5909\u63db\u3092\u5b9f\u969b\u306b\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001 <a href=\"https:\/\/statorials.org\/ja\/\u30c6\u3099\u30fc\u30bf\u3092r\u306b\u5909\u63db\u3059\u308b\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\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\/\u30a2\u30f3\u30bf\u3099\u30fc\u30bd\u30f3-\u30c1\u30a7\u30ea-\u30c6\u30b9\u30c8-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u3067\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u30fb\u30c0\u30fc\u30ea\u30f3\u30b0\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30b3\u30eb\u30e2\u30b3\u3099\u30ed\u30d5\u30fb\u30b9\u30df\u30eb\u30ce\u30d5\u30fb\u30c6\u30b9\u30c8r\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u30b3\u30eb\u30e2\u30b4\u30ed\u30d5\u30fb\u30b9\u30df\u30eb\u30ce\u30d5\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30b7\u30e3\u30d2\u309a\u30ed\u30fb\u30a6\u30a3\u30eb\u30af\u30fb\u30c6\u30b9\u30c8python\/\" target=\"_blank\" rel=\"noopener noreferrer\">Python \u3067 Shapiro-Wilk \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30b7\u30e3\u30d4\u30ed\u30fb\u30a6\u30a3\u30eb\u30af\u691c\u5b9a\u306f\u6b63\u898f\u6027\u306e\u691c\u5b9a\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u304c\u6b63\u898f\u5206\u5e03\u306b\u7531\u6765\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u3053\u306e\u30bf\u30a4\u30d7\u306e\u691c\u5b9a\u306f\u3001\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u6b63\u898f\u5206\u5e03\u306b\u7531\u6765\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u56de [&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-1090","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 Shapiro-Wilk \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d)<\/title>\n<meta name=\"description\" content=\"R \u3067\u6b63\u898f\u6027\u306b\u3064\u3044\u3066 Shapiro-Wilk \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u3001\u3044\u304f\u3064\u304b\u306e\u4f8b\u3092\u542b\u3081\u3066\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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