{"id":665,"date":"2023-07-29T03:58:36","date_gmt":"2023-07-29T03:58:36","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%82%bf%e3%82%99%e3%83%bc%e3%83%92%e3%82%99%e3%83%b3%e3%83%bb%e3%83%af%e3%83%88%e3%82%bd%e3%83%b3%e3%83%bb%e3%83%86%e3%82%b9%e3%83%88r\/"},"modified":"2023-07-29T03:58:36","modified_gmt":"2023-07-29T03:58:36","slug":"%e3%82%bf%e3%82%99%e3%83%bc%e3%83%92%e3%82%99%e3%83%b3%e3%83%bb%e3%83%af%e3%83%88%e3%82%bd%e3%83%b3%e3%83%bb%e3%83%86%e3%82%b9%e3%83%88r","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%82%bf%e3%82%99%e3%83%bc%e3%83%92%e3%82%99%e3%83%b3%e3%83%bb%e3%83%af%e3%83%88%e3%82%bd%e3%83%b3%e3%83%bb%e3%83%86%e3%82%b9%e3%83%88r\/","title":{"rendered":"R \u3067\u30c0\u30fc\u30d3\u30f3\u30fb\u30ef\u30c8\u30bd\u30f3\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/\u7dda\u5f62\u56de\u5e30\u306e\u4eee\u5b9a\/\" target=\"_blank\" rel=\"noopener\">\u7dda\u5f62\u56de\u5e30\u306e\u91cd\u8981\u306a\u524d\u63d0<\/a>\u306e 1 \u3064\u306f\u3001\u6b8b\u5dee\u9593\u306b\u76f8\u95a2\u304c\u306a\u3044\u3001\u3064\u307e\u308a\u6b8b\u5dee\u304c\u72ec\u7acb\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u4eee\u5b9a\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b 1 \u3064\u306e\u65b9\u6cd5\u306f\u3001 <a href=\"https:\/\/statorials.org\/ja\/\u30bf\u3099\u30fc\u30d2\u3099\u30f3\u30fb\u30ef\u30c8\u30bd\u30f3\u30fb\u30c6\u30b9\u30c8\/\" target=\"_blank\" rel=\"noopener\">\u30c0\u30fc\u30d3\u30f3\u30fb\u30ef\u30c8\u30bd\u30f3\u691c\u5b9a<\/a>\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u56de\u5e30\u306e\u6b8b\u5dee\u306b\u304a\u3051\u308b\u81ea\u5df1\u76f8\u95a2\u306e\u5b58\u5728\u3092\u691c\u51fa\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30c6\u30b9\u30c8\u3067\u306f\u6b21\u306e\u4eee\u5b9a\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> (\u5e30\u7121\u4eee\u8aac):<\/strong>\u6b8b\u5dee\u9593\u306b\u76f8\u95a2\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> (\u5bfe\u7acb\u4eee\u8aac):<\/strong>\u6b8b\u5dee\u306f\u81ea\u5df1\u76f8\u95a2\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u30c0\u30fc\u30d3\u30f3-\u30ef\u30c8\u30bd\u30f3 \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b: R \u3067\u306e\u30c0\u30fc\u30d3\u30f3\u30fb\u30ef\u30c8\u30bd\u30f3\u691c\u5b9a<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u30c0\u30fc\u30d3\u30f3-\u30ef\u30c8\u30bd\u30f3\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u307e\u305a\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u9069\u5408\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 <strong>mtcars<\/strong>\u7d71\u5408 R \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3001 <strong>mpg \u3092<\/strong>\u4e88\u6e2c\u5909\u6570\u3068\u3057\u3066\u3001 <strong>disp<\/strong>\u3068<strong>wt<\/strong>\u3092\u8aac\u660e\u5909\u6570\u3068\u3057\u3066\u4f7f\u7528\u3057\u3066\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u8fd1\u4f3c\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load mtcars dataset\n<\/span>data(mtcars)\n\n<span style=\"color: #008080;\">#view first six rows of dataset\n<\/span>head(mtcars)\n\n                   mpg cyl disp hp drat wt qsec vs am gear carb\nMazda RX4 21.0 6 160 110 3.90 2.620 16.46 0 1 4 4\nMazda RX4 Wag 21.0 6 160 110 3.90 2.875 17.02 0 1 4 4\nDatsun 710 22.8 4 108 93 3.85 2.320 18.61 1 1 4 1\nHornet 4 Drive 21.4 6 258 110 3.08 3.215 19.44 1 0 3 1\nHornet Sportabout 18.7 8 360 175 3.15 3.440 17.02 0 0 3 2\nValiant 18.1 6 225 105 2.76 3,460 20.22 1 0 3 1\n\n<span style=\"color: #008080;\">#fit regression model\n<\/span>model &lt;- lm(mpg ~ disp+wt, data=mtcars)\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e<strong>durbinWatsonTest()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30c0\u30fc\u30d3\u30f3-\u30ef\u30c8\u30bd\u30f3 \u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<strong>\u7406\u7531\u306f\u6b21\u306e\u3068\u304a\u308a<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load car package\n<\/span>library(car)\n\n<span style=\"color: #008080;\">#perform Durbin-Watson test\n<\/span>durbinWatsonTest(model)\n\nLoading required package: carData\n lag Autocorrelation DW Statistic p-value\n   1 0.341622 1.276569 0.034\n Alternative hypothesis: rho != 0<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7d50\u679c\u304b\u3089\u3001\u691c\u5b9a\u7d71\u8a08\u91cf\u306f<strong>1.276569<\/strong>\u3067\u3001\u5bfe\u5fdc\u3059\u308b p \u5024\u306f<strong>0.034<\/strong>\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3053\u306e p \u5024\u306f 0.05 \u672a\u6e80\u3067\u3042\u308b\u305f\u3081\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3057\u3001\u3053\u306e\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u6b8b\u5dee\u306f\u81ea\u5df1\u76f8\u95a2\u3057\u3066\u3044\u308b\u3068\u7d50\u8ad6\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u81ea\u5df1\u76f8\u95a2\u304c\u691c\u51fa\u3055\u308c\u305f\u5834\u5408\u306e\u5bfe\u51e6\u65b9\u6cd5<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3057\u3001\u6b8b\u5dee\u306b\u81ea\u5df1\u76f8\u95a2\u304c\u5b58\u5728\u3059\u308b\u3068\u7d50\u8ad6\u4ed8\u3051\u305f\u5834\u5408\u3001\u554f\u984c\u304c\u5341\u5206\u306b\u6df1\u523b\u3067\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u5834\u5408\u3001\u3053\u306e\u554f\u984c\u3092\u4fee\u6b63\u3059\u308b\u305f\u3081\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul data-slot-rendered-dynamic=\"true\">\n<li><span style=\"color: #000000;\">\u6b63\u306e\u7cfb\u5217\u76f8\u95a2\u3092\u5f97\u308b\u306b\u306f\u3001\u5f93\u5c5e\u5909\u6570\u304a\u3088\u3073\/\u307e\u305f\u306f\u72ec\u7acb\u5909\u6570\u306e\u30e9\u30b0\u3092\u30e2\u30c7\u30eb\u306b\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u8ca0\u306e\u30b7\u30ea\u30a2\u30eb\u76f8\u95a2\u306e\u5834\u5408\u306f\u3001\u3069\u306e\u5909\u6570\u3082<em>\u9045\u5ef6\u3057\u3059\u304e\u3066\u3044\u306a\u3044<\/em>\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5b63\u7bc0\u76f8\u95a2\u306b\u3064\u3044\u3066\u306f\u3001\u30e2\u30c7\u30eb\u306b\u5b63\u7bc0\u30c0\u30df\u30fc\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u7dda\u5f62\u56de\u5e30\u306e\u91cd\u8981\u306a\u524d\u63d0\u306e 1 \u3064\u306f\u3001\u6b8b\u5dee\u9593\u306b\u76f8\u95a2\u304c\u306a\u3044\u3001\u3064\u307e\u308a\u6b8b\u5dee\u304c\u72ec\u7acb\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002 \u3053\u306e\u4eee\u5b9a\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b 1 \u3064\u306e\u65b9\u6cd5\u306f\u3001 \u30c0\u30fc\u30d3\u30f3\u30fb\u30ef\u30c8\u30bd\u30f3\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u56de\u5e30\u306e\u6b8b\u5dee\u306b [&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-665","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\u30c0\u30fc\u30d3\u30f3-\u30ef\u30c8\u30bd\u30f3\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 - Statorials<\/title>\n<meta name=\"description\" content=\"R 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