{"id":874,"date":"2020-12-25T13:44:28","date_gmt":"2020-12-25T04:44:28","guid":{"rendered":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/?p=874"},"modified":"2020-12-25T13:44:28","modified_gmt":"2020-12-25T04:44:28","slug":"%e6%8c%87%e6%95%b0%e9%96%a2%e6%95%b0%e3%83%95%e3%82%a3%e3%83%83%e3%83%86%e3%82%a3%e3%83%b3%e3%82%b0%e3%81%ae2%e6%96%b9%e6%b3%95%e3%81%ae%e6%af%94%e8%bc%83%ef%bc%88%e8%a7%a3%e6%9e%90%e7%b7%a8%ef%bc%89","status":"publish","type":"post","link":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/","title":{"rendered":"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09"},"content":{"rendered":"<p>\u524d\u8a18\u4e8b\uff08<a href=\"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/838\/\">\u30c7\u30fc\u30bf\u751f\u6210\u7de8<\/a>\uff09\u3067\u751f\u6210\u3057\u305f2\u30bf\u30a4\u30d7\u306e\u4eee\u60f3\u8a08\u6e2c\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u30922\u901a\u308a\u306e\u65b9\u6cd5\u3067\u884c\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u3082\u3064\u4e0d\u78ba\u304b\u3055\u306e\u6027\u8cea\u306b\u5fdc\u3058\u3066\u3001\u6700\u9069\u306a\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u65b9\u6cd5\u304c\u5909\u308f\u308b\u3053\u3068\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p><!--more--><\/p>\n<h2>\u89e3\u6790<\/h2>\n<p>\u524d\u8a18\u4e8b\u3067\u7528\u610f\u3057\u305f\u8a08\u6e2c\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u6307\u6570\u95a2\u6570 <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-content\/ql-cache\/quicklatex.com-ee16146cf12e6f1a97856c3a88288f55_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"&#121;&#32;&#61;&#32;&#98;&#32;&#92;&#101;&#120;&#112;&#40;&#97;&#120;&#41;\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"103\" style=\"vertical-align: -5px;\"\/> \u3078\u306e\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3092\u884c\u3044\u3001\u30d1\u30e9\u30e1\u30fc\u30bfa,b\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u6307\u6570\u95a2\u6570\u3078\u306e\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3092\u884c\u3046\u5834\u5408\u306f\u3001\u7279\u306ba\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u8208\u5473\u304c\u3042\u308b\u5834\u5408\u304c\u591a\u3044\u306e\u3067\u30012\u3064\u306e\u65b9\u6cd5\u3067\u6c42\u3081\u305fa\u306e\u5024\u306b\u7740\u76ee\u3057\u3001\u305d\u308c\u304c\u3069\u306e\u3088\u3046\u306a\u5206\u5e03\u3092\u3068\u308b\u304b\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u5404\u30bf\u30a4\u30d7100\u30bb\u30c3\u30c8\u306e\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u624b\u4f5c\u696d\u3067\u89e3\u6790\u3059\u308b\u306e\u306f\u5927\u5909\u3067\u3059\u306e\u3067\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u51e6\u7406\u3057\u307e\u3057\u305f\u3002\u8a73\u7d30\u306f\u4ed8\u9332\u3067\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<p><small>\u300c\u5bfe\u6570\u7dda\u5f62\u8fd1\u4f3c\u300d\u306b\u3064\u3044\u3066\u306f\u89e3\u6790\u7684\u306b\u6c42\u3081\u3089\u308c\u308b\u306e\u3067\u3001\u666e\u901a\u306b\u8a08\u7b97\u3059\u308b\u3060\u3051\u3067\u3059\u3002\u300c\u6587\u5b57\u901a\u308a\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5\u300d\u3067\u306f\u6570\u5024\u8a08\u7b97\u306e\u3088\u3046\u306a\u51e6\u7406\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u81ea\u5206\u3067\u66f8\u304f\u306e\u306f\u3057\u3093\u3069\u3044\u306e\u3067\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089R\u8a00\u8a9e\u306e\u51e6\u7406\u7cfb\uff08GNU R\uff09\u3092\u547c\u3073\u51fa\u3057\u3066\u51e6\u7406\u3057\u307e\u3057\u305f\u3002<\/small><\/p>\n<h2>\u8a55\u4fa1<\/h2>\n<p>\u5f97\u3089\u308c\u305fa\u306b\u3064\u3044\u3066\u306e\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u63cf\u3044\u3066\u3082\u3044\u3044\u306e\u3067\u3059\u304c\u3001\u3053\u3053\u3067\u306f2\u3064\u306e\u65b9\u6cd5\u306b\u3088\u308ba\u306e\u5024\u3092\u7e26\u8ef8\u3068\u6a2a\u8ef8\u306b\u3068\u308b\u3053\u3068\u3067\u3001\u4e21\u8005\u306e\u5206\u5e03\u3092\u307e\u3068\u3081\u3066\u89b3\u5bdf\u3057\u307e\u3059\uff08\u76f8\u95a2\u95a2\u4fc2\u3082\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff09\u3002\u30e2\u30c7\u30eb\u306ea\u306f-0.232\u3067\u3057\u305f\u306e\u3067\u305d\u308c\u3092\u771f\u5024\u3068\u3057\u3066\u3001\u771f\u5024\u3092\u3069\u306e\u7a0b\u5ea6\u7cbe\u5bc6\u306b\u63a8\u5b9a\u3067\u304d\u308b\u304b\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p><small>\u300c\u7cbe\u5bc6\u3055\u300d\u306e\u4ed6\u306b\u300c\u6b63\u78ba\u3055\u300d\u3068\u3044\u3046\u57fa\u6e96\u3082\u3042\u308a\u307e\u3059\u3002\u7c21\u5358\u306b\u8a00\u3046\u3068\u3001\u5206\u5e03\u306e\u4e2d\u5fc3\uff08\u5e73\u5747\uff09\u304c\u771f\u5024\u3068\u3069\u306e\u304f\u3089\u3044\u8fd1\u3044\u304b\uff08\u4e00\u81f4\u3059\u308b\u3068\u8a00\u3048\u308b\u304b\uff09\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u7d50\u8ad6\u3060\u3051\u8a00\u3046\u3068\u3001\u4eca\u56de\u898b\u3066\u3044\u304fa\u306e\u5206\u5e03\u306b\u3064\u3044\u3066\u306f\u3001\u3044\u305a\u308c\u3082\u771f\u5024\u3092\u4e2d\u5fc3\u306b\u5206\u5e03\u3057\u3066\u3044\u308b\u3068\u8003\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff08\u5206\u5e03\u306e\u4e2d\u5fc3\u3068\u771f\u5024\u306e\u9593\u306b\u6709\u610f\u5dee\u304c\u306a\u3044\u3001\u3068\u3044\u3046\u3053\u3068\uff09\u3002\u3088\u3063\u3066\u3053\u308c\u4ee5\u964d\u3067\u306f\u4e3b\u306b\u300c\u7cbe\u5bc6\u3055\u300d\u306b\u3064\u3044\u3066\u306e\u8a55\u4fa1\u3092\u884c\u3044\u307e\u3059\u3002<\/small><\/p>\n<p>\u307e\u305a\u306f\u3001\u7d76\u5bfe\u4e0d\u78ba\u304b\u3055\u304c\u4e00\u5b9a\u306e\u5834\u5408\u3092\u56f34\u306b\u793a\u3057\u307e\u3059\u3002<br \/>\n<small>\u56f31\uff08\u30c7\u30fc\u30bf\u751f\u6210\u7de8\u3067\u63d0\u793a\u3057\u3066\u3044\u307e\u3059\uff09\u306b\u304a\u3044\u3066\u30aa\u30ec\u30f3\u30b8\u3067\u793a\u3057\u305f\u8a08\u6e2c\u30c7\u30fc\u30bf\u306e\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u3001\u300c\u6587\u5b57\u901a\u308a\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5\u300d\u3067\u6c42\u3081\u305fa\u306f-0.2315\u3067\u3057\u305f\u3002\u4e00\u65b9\u3001\u540c\u3058\u8a08\u6e2c\u30c7\u30fc\u30bf\u306e\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u3001\u300c\u5bfe\u6570\u7dda\u5f62\u8fd1\u4f3c\u300d\u3067\u6c42\u3081\u305fa\u306f-0.2364\u3067\u3057\u305f\u3002\u305d\u3053\u3067\u3001\u6a2a\u8ef8\u306e-0.2315\u3001\u7e26\u8ef8\u306e-0.2364\u306b\u70b9\u3092\u6253\u3063\u3066\u3044\u307e\u3059\uff08\u3053\u306e\u70b9\u3060\u3051\u306f\u30aa\u30ec\u30f3\u30b8\u3067\u793a\u3057\u3066\u3044\u307e\u3059\uff09\u3002\u4ed6\u306e99\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u3082\u540c\u3058\u3088\u3046\u306b\u8003\u3048\u3066\u3001\u9752\u3044\u70b9\u3092\u6253\u3063\u3066\u3044\u307e\u3059\u3002<\/small><br \/>\n<figure id=\"attachment_861\" aria-describedby=\"caption-attachment-861\" style=\"width: 560px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-content\/uploads\/sites\/26\/plot_cau_aa_red54-1.png\" alt=\"\" width=\"560\" height=\"480\" class=\"size-full wp-image-861\" srcset=\"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-content\/uploads\/sites\/26\/plot_cau_aa_red54-1.png 560w, https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-content\/uploads\/sites\/26\/plot_cau_aa_red54-1-300x257.png 300w\" sizes=\"auto, (max-width: 560px) 100vw, 560px\" \/><figcaption id=\"caption-attachment-861\" class=\"wp-caption-text\">\u56f34: \u7d76\u5bfe\u4e0d\u78ba\u304b\u3055\u304c\u4e00\u5b9a\u306e\u5834\u5408\u306ea\u306e\u5206\u5e03<\/figcaption><\/figure><br \/>\n\u6a2a\u8ef8\u306b\u300c\u6587\u5b57\u901a\u308a\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5\u300d\u3067\u63a8\u5b9a\u3057\u305fa\u306e\u5024\u3001\u7e26\u8ef8\u306b\u5bfe\u6570\u7dda\u5f62\u8fd1\u4f3c\u3067\u63a8\u5b9a\u3057\u305fa\u306e\u5024\u3092\u30d7\u30ed\u30c3\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u6a2a\u8ef8\u3001\u7e26\u8ef8\u3068\u3082\u306b\u3001\u771f\u5024\u3067\u3042\u308b-0.232\u3092\u4e2d\u5fc3\u306b\u5206\u5e03\u3057\u3066\u3044\u308b\u3068\u898b\u3066\u3088\u3055\u305d\u3046\u3067\u3059\u3002\u305d\u3057\u3066\u3001\u30d7\u30ed\u30c3\u30c8\u304c\u7e26\u9577\u306b\u5206\u5e03\u3057\u3066\u3044\u308b\u306e\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u300c\u6587\u5b57\u901a\u308a\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5\u300d\u306b\u3088\u308b\u63a8\u5b9a\u5024\u306e\u65b9\u304c\u6563\u3089\u3070\u308a\u304c\u5c0f\u3055\u3044\u3001\u3059\u306a\u308f\u3061\u7cbe\u5ea6\u304c\u9ad8\u3044\u3053\u3068\u3092\u610f\u5473\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6563\u3089\u3070\u308a\u306e\u5927\u304d\u3055\u3092\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u3001\u8aa4\u5dee\uff08\u63a8\u5b9a\u5024-\u771f\u5024\uff09\u306e\u4e8c\u4e57\u5e73\u5747\u5e73\u65b9\u6839\uff08\u3044\u308f\u3086\u308b<abbr title=\"Root Mean Square\">RMS<\/abbr>\uff09\u3092\u6c42\u3081\u308b\u3068\u3001\u300c\u5bfe\u6570\u7dda\u5f62\u8fd1\u4f3c\u300d\u3067\u306f0.0058\u306a\u306e\u306b\u5bfe\u3057\u3066\u300c\u6587\u5b57\u901a\u308a\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5\u300d\u3067\u306f0.0029\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6b21\u306b\u3001\u76f8\u5bfe\u4e0d\u78ba\u304b\u3055\u304c\u4e00\u5b9a\u306e\u5834\u5408\u3092\u56f35\u306b\u793a\u3057\u307e\u3059\u3002<br \/>\n<figure id=\"attachment_857\" aria-describedby=\"caption-attachment-857\" style=\"width: 560px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-content\/uploads\/sites\/26\/plot_cru_aa_red54.png\" alt=\"\" width=\"560\" height=\"480\" class=\"size-full wp-image-857\" srcset=\"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-content\/uploads\/sites\/26\/plot_cru_aa_red54.png 560w, https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-content\/uploads\/sites\/26\/plot_cru_aa_red54-300x257.png 300w\" sizes=\"auto, (max-width: 560px) 100vw, 560px\" \/><figcaption id=\"caption-attachment-857\" class=\"wp-caption-text\">\u56f35: \u76f8\u5bfe\u4e0d\u78ba\u304b\u3055\u304c\u4e00\u5b9a\u306e\u5834\u5408\u306ea\u306e\u5206\u5e03<\/figcaption><\/figure><br \/>\n\u540c\u3058\u3088\u3046\u306b\u30d7\u30ed\u30c3\u30c8\u3057\u307e\u3057\u305f\u3002\u4eca\u5ea6\u306f\u9006\u306b\u7e26\u8ef8\u65b9\u5411\u306e\u6563\u3089\u3070\u308a\u304c\u5c0f\u3055\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u300c\u5bfe\u6570\u7dda\u5f62\u8fd1\u4f3c\u300d\u306b\u3088\u308b\u63a8\u5b9a\u5024\u306e\u65b9\u304c\u7cbe\u5ea6\u304c\u9ad8\u3044\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002RMS\u8aa4\u5dee\u306f\u300c\u5bfe\u6570\u7dda\u5f62\u8fd1\u4f3c\u300d\u30670.0021\u3001\u300c\u6587\u5b57\u901a\u308a\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5\u300d\u30670.0042\u3067\u3057\u305f\u3002<small>\u3044\u305a\u308c\u306b\u3064\u3044\u3066\u3082\u7247\u65b9\u306eRMS\u8aa4\u5dee\u304c\u4ed6\u65b9\u306e2\u500d\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u4f55\u304b\u5fc5\u7136\u6027\u304c\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u79c1\u306e\u76f4\u611f\u306f\u5076\u7136\u306e\u7523\u7269\u3060\u3068\u8a00\u3063\u3066\u3044\u307e\u3059\u304c&#8230;<\/small><\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u3064\u306e\u65b9\u6cd5\u3092\u3069\u3046\u3044\u3046\u30b1\u30fc\u30b9\u3067\u4f7f\u3044\u5206\u3051\u308b\u306e\u304c\u3044\u3044\u304b\u3001\u3068\u3044\u3046\u554f\u984c\u306b\u3064\u3044\u3066\u3001\u4eee\u60f3\u306e\u8a08\u6e2c\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3057\u3066\u691c\u8a3c\u3057\u307e\u3057\u305f\u3002\u8a08\u6e2c\u30c7\u30fc\u30bf\u306e\u3082\u3064\u4e0d\u78ba\u304b\u3055\u306e\u6027\u8cea\u306b\u5fdc\u3058\u3066\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u7d50\u679c\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<ol>\n<li>\u7d76\u5bfe\u7684\u306a\u4e0d\u78ba\u304b\u3055\u304c\u4e00\u5b9a\u306e\u5834\u5408\u306f\u3001\u6587\u5b57\u901a\u308a\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3092\u7528\u3044\u308b\u3002<\/li>\n<li>\u76f8\u5bfe\u7684\u306a\u4e0d\u78ba\u304b\u3055\u304c\u4e00\u5b9a\u306e\u5834\u5408\u306f\u3001\u5bfe\u6570\u3092\u3068\u3063\u305f\u4e0a\u3067\u7dda\u5f62\u8fd1\u4f3c\u3092\u884c\u3046\u3002<\/li>\n<\/ol>\n<hr>\n<h2>\u4ed8\u9332\u30fb\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u51e6\u7406\u3092\u884c\u3046\u30b9\u30af\u30ea\u30d7\u30c8<\/h2>\n<p>\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u51e6\u7406\u3092\u884c\u3046\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u30012\u65b9\u6cd5\u306e\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066<a href=\"https:\/\/www.ruby-lang.org\/\" rel=\"noopener noreferrer\" target=\"_blank\">Ruby<\/a>(+\u03b1)\u3067\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u3053\u3061\u3089\u3082Gist\u306b\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u516c\u958b\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/gist.github.com\/aldente-hu\/2b5a03670e5a1e33a87d668347fb7ac9\" rel=\"noopener noreferrer\" target=\"_blank\">\u5bfe\u6570\u7dda\u5f62\u8fd1\u4f3c<\/a><\/li>\n<li><a href=\"https:\/\/gist.github.com\/aldente-hu\/59e7aa967f7a529648e39f6669342e60\" rel=\"noopener noreferrer\" target=\"_blank\">\u6587\u5b57\u901a\u308a\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5<\/a><\/li>\n<\/ul>\n<h3>\u5bfe\u6570\u7dda\u5f62\u8fd1\u4f3c<\/h3>\n<p>\u7c21\u5358\u306a\u65b9\u304b\u3089\u898b\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u3061\u3089\u306f\u7e26\u8ef8\u306b\u3064\u3044\u3066\u306e\u5bfe\u6570\u3092\u3068\u308a\u3001\u6700\u5c0f\u4e8c\u4e57\u6cd5\u30671\u6b21\u95a2\u6570\u306b\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3055\u305b\u307e\u3059\u3002\u3053\u308c\u306f\u89e3\u6790\u7684\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u89e3\u6790\u7684\u306b\u6c42\u3081\u305f\u5f0f\u306b\u30c7\u30fc\u30bf\u306e\u5024\u3092\u4ee3\u5165\u3059\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n<h3>\u6587\u5b57\u901a\u308a\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5<\/h3>\n<p>\u3053\u3061\u3089\u306f\u6570\u5024\u8a08\u7b97\u7684\u306a\u51e6\u7406\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u771f\u9762\u76ee\u306b\u5b9f\u88c5\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u5927\u5909\u3067\u3059\u3002\u305d\u3053\u3067\u3001\u7d71\u8a08\u5206\u91ce\u306b\u304a\u3044\u3066\u5b9f\u7e3e\u3068\u4fe1\u983c\u306e\u3042\u308b<a href=\"https:\/\/www.r-project.org\/\" rel=\"noopener noreferrer\" target=\"_blank\">GNU R<\/a>\uff08R\u8a00\u8a9e\u306e\u51e6\u7406\u7cfb\u3002\u5b9f\u8cea\u7684\u306b\u552f\u4e00\u306e\u51e6\u7406\u7cfb\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u5358\u306b\u300cR\u8a00\u8a9e\u300d\u3068\u8a00\u308f\u308c\u308b\u3053\u3068\u3082\u591a\u3044\uff09\u306e\u529b\u3092\u501f\u308a\u308b\u3053\u3068\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>Ruby\u304b\u3089GNU R\u306e\u529b\u3092\u501f\u308a\u308b\u65b9\u6cd5\u3067\u3059\u304c\u3001\u5f37\u304f\u78ba\u7acb\u3057\u305f\u3082\u306e\u306f\u306a\u3044\u3088\u3046\u306a\u6c17\u304c\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u3068\u308a\u3042\u3048\u305a\u76ee\u304c\u5408\u3063\u305f<a href=\"https:\/\/rubygems.org\/gems\/r_bridge\" rel=\"noopener noreferrer\" target=\"_blank\">r_bridge<\/a>\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><small>\u3053\u3046\u3044\u3046\u3068\u3053\u308d\u304c\u3001<a href=\"https:\/\/www.python.jp\/\" rel=\"noopener noreferrer\" target=\"_blank\">Python<\/a>\u3068\u6bd4\u3079\u305f\u3068\u304d\u306eRuby\u306e\u5f31\u3055\u3067\u3059\u306d\u3002\u500b\u4eba\u7684\u306bPython\u306e\u8a00\u8a9e\u4ed5\u69d8\u3068\u3044\u3046\u304b\u69cb\u6587\u304c\u3069\u3046\u306b\u3082\u99b4\u67d3\u307e\u306a\u3044\u306e\u3067\u3001\u5fc3\u6e29\u307e\u308bRuby\u304c\u3053\u3046\u3044\u3046\u7528\u9014\u3067\u4f7f\u3044\u3084\u3059\u304f\u306a\u308b\u3068\u3046\u308c\u3057\u3044\u306e\u3067\u3059\u304c&#8230;\u3002\u540c\u69d8\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3044\u304f\u3064\u304b\u898b\u3064\u304b\u3063\u305f\u4e2d\u3067r_bridge\u3068\u76ee\u304c\u5408\u3063\u305f\u306e\u306f\u3001\u6700\u65b0\u7248\u304c\u6700\u3082\u65b0\u3057\u304b\u3063\u305f\u304b\u3089\u3067\u3059\uff08\u30d0\u30fc\u30b8\u30e7\u30f30.5.1\u304c2020-12-04\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u3044\u307e\u3059\uff09\u3002\u306a\u304a\u3001Windows\u3067\u306fr_bridge\u304c\u4f9d\u5b58\u3057\u3066\u3044\u308blibffi\u3068\u306e\u9023\u643a\u304c\u3046\u307e\u304f\u3067\u304d\u306a\u304b\u3063\u305f\u306e\u3067\u3001\u3053\u3061\u3089\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3060\u3051\u306f<a href=\"https:\/\/docs.microsoft.com\/ja-jp\/windows\/wsl\/\" rel=\"noopener noreferrer\" target=\"_blank\">Windows Subsystem for Linux<\/a>(WSL)\u306eUbuntu\u3067\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002Windows\u3067\u3082\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3053\u306e\u8a18\u4e8b\u3092\u716e\u8a70\u3081\u305f\u304b\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u5e74\u5185\u306b\u9593\u306b\u5408\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/small><\/p>\n<p>\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u3042\u3068\u306f\u307b\u3068\u3093\u3069R\u8a00\u8a9e\u306e\u8a71\u306b\u306a\u308a\u307e\u3059\u3002\u4eca\u56de\u306e\u3088\u3046\u306a\u975e\u7dda\u5f62\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3092\u884c\u3046\u306b\u306f\u3001<a href=\"https:\/\/www.rdocumentation.org\/packages\/stats\/versions\/3.6.2\/topics\/nls\" rel=\"noopener noreferrer\" target=\"_blank\">nls<\/a>\u3068\u3044\u3046\u95a2\u6570\u3092\u4f7f\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u3053\u306e\u95a2\u6570\u306b\u306f\u3001\u6700\u9069\u5316\u3057\u305f\u3044\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u521d\u671f\u5024\u3092\u4e0e\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4e0e\u3048\u308b\u521d\u671f\u5024\u306b\u3088\u3063\u3066\u306f\u3001\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e\u7d50\u679c\u304c\u5909\u308f\u308b\uff08\u3042\u308b\u3044\u306f\u4e0d\u9069\u5207\u306a\u7d50\u679c\u3092\u8fd4\u3059\uff09\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u4eca\u56de\u306f\u3001&#8221;\u771f\u5024&#8221;\u306b\u307b\u3069\u3088\u304f\u8fd1\u3044\u5024\u3068\u3057\u3066\u3001a=-0.2\u3001b=250\u3092\u4e0e\u3048\u307e\u3057\u305f\u3002\u305d\u306e\u305f\u3081\u3001\u4e0d\u9069\u5207\u306a\u7d50\u679c\u304c\u8fd4\u3063\u3066\u304f\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n<p>\u51fa\u529b\u3067\u3059\u304c\u3001\u3053\u308c\u306fGNU R\u306e\u51fa\u529b\u3092\u305d\u306e\u307e\u307e\u4fdd\u5b58\u3059\u308b\u65b9\u6cd5\u3057\u304b\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3053\u308c\u306f1\u30bb\u30c3\u30c8\u306e\u30c7\u30fc\u30bf\u306b\u3064\u3044\u30662\u884c\u3092\u51fa\u529b\u3057\u305f\u3001\u6b21\u306e\u3088\u3046\u306a\u5f62\u5f0f\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre><code>          a           b\r\n -0.2323186 249.5110300\r\n          a           b\r\n -0.2317661 250.2452691\r\n          a           b\r\n\uff08\u4ee5\u4e0b\u7701\u7565\uff09<\/code><\/pre>\n<p><code>&nbsp;&nbsp;&nbsp;a&nbsp;&nbsp;&nbsp;b<\/code>\u306e\u884c\u304c\u6bce\u56de\u51fa\u529b\u3055\u308c\u308b\u306e\u304c\u90aa\u9b54\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u624b\u4f5c\u696d\u3067\uff08\u6b63\u898f\u8868\u73fe\u306b\u3088\u308b\u7f6e\u63db\u51e6\u7406\u304c\u53ef\u80fd\u306a\u30c6\u30ad\u30b9\u30c8\u30a8\u30c7\u30a3\u30bf\u3067\u3001\u306e\u610f\uff09\u9664\u53bb\u3057\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a18\u4e8b\uff08\u30c7\u30fc\u30bf\u751f\u6210\u7de8\uff09\u3067\u751f\u6210\u3057\u305f2\u30bf\u30a4\u30d7\u306e\u4eee\u60f3\u8a08\u6e2c\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u30922\u901a\u308a\u306e\u65b9\u6cd5\u3067\u884c\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u3082\u3064\u4e0d\u78ba\u304b\u3055\u306e\u6027\u8cea\u306b\u5fdc\u3058\u3066\u3001\u6700\u9069\u306a\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u65b9\u6cd5\u304c\u5909\u308f\u308b\u3053\u3068\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"author":38,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[78],"tags":[88,86,89,82,80],"class_list":["post-874","post","type-post","status-publish","format-standard","hentry","category-78","tag-gnu-r","tag-ruby","tag-r","tag-82","tag-80"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u524d\u8a18\u4e8b\uff08\u30c7\u30fc\u30bf\u751f\u6210\u7de8\uff09\u3067\u751f\u6210\u3057\u305f2\u30bf\u30a4\u30d7\u306e\u4eee\u60f3\u8a08\u6e2c\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u30922\u901a\u308a\u306e\u65b9\u6cd5\u3067\u884c\u3044\u307e\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Ando\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.0.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u5206\u6790\u5ba4\u306e\u5c4b\u6839\u88cf - since March 06, 2019\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09 - \u5206\u6790\u5ba4\u306e\u5c4b\u6839\u88cf\" \/>\n\t\t<meta property=\"og:description\" content=\"\u524d\u8a18\u4e8b\uff08\u30c7\u30fc\u30bf\u751f\u6210\u7de8\uff09\u3067\u751f\u6210\u3057\u305f2\u30bf\u30a4\u30d7\u306e\u4eee\u60f3\u8a08\u6e2c\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u30922\u901a\u308a\u306e\u65b9\u6cd5\u3067\u884c\u3044\u307e\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2020-12-25T04:44:28+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2020-12-25T04:44:28+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary\" \/>\n\t\t<meta name=\"twitter:title\" content=\"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09 - \u5206\u6790\u5ba4\u306e\u5c4b\u6839\u88cf\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u524d\u8a18\u4e8b\uff08\u30c7\u30fc\u30bf\u751f\u6210\u7de8\uff09\u3067\u751f\u6210\u3057\u305f2\u30bf\u30a4\u30d7\u306e\u4eee\u60f3\u8a08\u6e2c\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u30922\u901a\u308a\u306e\u65b9\u6cd5\u3067\u884c\u3044\u307e\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/874\\\/#blogposting\",\"name\":\"\\u6307\\u6570\\u95a2\\u6570\\u30d5\\u30a3\\u30c3\\u30c6\\u30a3\\u30f3\\u30b0\\u306e2\\u65b9\\u6cd5\\u306e\\u6bd4\\u8f03\\uff08\\u89e3\\u6790\\u7de8\\uff09 - \\u5206\\u6790\\u5ba4\\u306e\\u5c4b\\u6839\\u88cf\",\"headline\":\"\\u6307\\u6570\\u95a2\\u6570\\u30d5\\u30a3\\u30c3\\u30c6\\u30a3\\u30f3\\u30b0\\u306e2\\u65b9\\u6cd5\\u306e\\u6bd4\\u8f03\\uff08\\u89e3\\u6790\\u7de8\\uff09\",\"author\":{\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/author\\\/aldente\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/wp-content\\\/uploads\\\/sites\\\/26\\\/plot_cau_aa_red54-1.png\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/874\\\/#articleImage\",\"width\":560,\"height\":480,\"caption\":\"\\u56f34: \\u7d76\\u5bfe\\u4e0d\\u78ba\\u304b\\u3055\\u304c\\u4e00\\u5b9a\\u306e\\u5834\\u5408\\u306ea\\u306e\\u5206\\u5e03\"},\"datePublished\":\"2020-12-25T13:44:28+09:00\",\"dateModified\":\"2020-12-25T13:44:28+09:00\",\"inLanguage\":\"ja\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/874\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/874\\\/#webpage\"},\"articleSection\":\"\\u30c7\\u30fc\\u30bf\\u51e6\\u7406, GNU R, Ruby, R\\u8a00\\u8a9e, \\u6307\\u6570\\u95a2\\u6570\\u8fd1\\u4f3c, \\u6700\\u5c0f\\u4e8c\\u4e57\\u6cd5\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/874\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura#listItem\",\"position\":1,\"name\":\"\\u30db\\u30fc\\u30e0\",\"item\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/category\\\/%e3%83%87%e3%83%bc%e3%82%bf%e5%87%a6%e7%90%86\\\/#listItem\",\"name\":\"\\u30c7\\u30fc\\u30bf\\u51e6\\u7406\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/category\\\/%e3%83%87%e3%83%bc%e3%82%bf%e5%87%a6%e7%90%86\\\/#listItem\",\"position\":2,\"name\":\"\\u30c7\\u30fc\\u30bf\\u51e6\\u7406\",\"item\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/category\\\/%e3%83%87%e3%83%bc%e3%82%bf%e5%87%a6%e7%90%86\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/874\\\/#listItem\",\"name\":\"\\u6307\\u6570\\u95a2\\u6570\\u30d5\\u30a3\\u30c3\\u30c6\\u30a3\\u30f3\\u30b0\\u306e2\\u65b9\\u6cd5\\u306e\\u6bd4\\u8f03\\uff08\\u89e3\\u6790\\u7de8\\uff09\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura#listItem\",\"name\":\"\\u30db\\u30fc\\u30e0\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/874\\\/#listItem\",\"position\":3,\"name\":\"\\u6307\\u6570\\u95a2\\u6570\\u30d5\\u30a3\\u30c3\\u30c6\\u30a3\\u30f3\\u30b0\\u306e2\\u65b9\\u6cd5\\u306e\\u6bd4\\u8f03\\uff08\\u89e3\\u6790\\u7de8\\uff09\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/category\\\/%e3%83%87%e3%83%bc%e3%82%bf%e5%87%a6%e7%90%86\\\/#listItem\",\"name\":\"\\u30c7\\u30fc\\u30bf\\u51e6\\u7406\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/#organization\",\"name\":\"\\u5206\\u6790\\u5ba4\\u306e\\u5c4b\\u6839\\u88cf\",\"description\":\"since March 06, 2019\",\"url\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/author\\\/aldente\\\/#author\",\"url\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/author\\\/aldente\\\/\",\"name\":\"Ando\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/874\\\/#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/25cc6124199d634fb1eaedb7bf0254313f60c90e98cb5d9fd6b13e1c5478775a?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"Ando\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/874\\\/#webpage\",\"url\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/874\\\/\",\"name\":\"\\u6307\\u6570\\u95a2\\u6570\\u30d5\\u30a3\\u30c3\\u30c6\\u30a3\\u30f3\\u30b0\\u306e2\\u65b9\\u6cd5\\u306e\\u6bd4\\u8f03\\uff08\\u89e3\\u6790\\u7de8\\uff09 - \\u5206\\u6790\\u5ba4\\u306e\\u5c4b\\u6839\\u88cf\",\"description\":\"\\u524d\\u8a18\\u4e8b\\uff08\\u30c7\\u30fc\\u30bf\\u751f\\u6210\\u7de8\\uff09\\u3067\\u751f\\u6210\\u3057\\u305f2\\u30bf\\u30a4\\u30d7\\u306e\\u4eee\\u60f3\\u8a08\\u6e2c\\u30c7\\u30fc\\u30bf\\u306b\\u5bfe\\u3057\\u3066\\u3001\\u6307\\u6570\\u95a2\\u6570\\u30d5\\u30a3\\u30c3\\u30c6\\u30a3\\u30f3\\u30b0\\u30922\\u901a\\u308a\\u306e\\u65b9\\u6cd5\\u3067\\u884c\\u3044\\u307e\",\"inLanguage\":\"ja\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/874\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/author\\\/aldente\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/author\\\/aldente\\\/#author\"},\"datePublished\":\"2020-12-25T13:44:28+09:00\",\"dateModified\":\"2020-12-25T13:44:28+09:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/#website\",\"url\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/\",\"name\":\"\\u5206\\u6790\\u5ba4\\u306e\\u5c4b\\u6839\\u88cf\",\"description\":\"since March 06, 2019\",\"inLanguage\":\"ja\",\"publisher\":{\"@id\":\"https:\\\/\\\/home.hirosaki-u.ac.jp\\\/yaneura\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09 - \u5206\u6790\u5ba4\u306e\u5c4b\u6839\u88cf","description":"\u524d\u8a18\u4e8b\uff08\u30c7\u30fc\u30bf\u751f\u6210\u7de8\uff09\u3067\u751f\u6210\u3057\u305f2\u30bf\u30a4\u30d7\u306e\u4eee\u60f3\u8a08\u6e2c\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u30922\u901a\u308a\u306e\u65b9\u6cd5\u3067\u884c\u3044\u307e","canonical_url":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/#blogposting","name":"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09 - \u5206\u6790\u5ba4\u306e\u5c4b\u6839\u88cf","headline":"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09","author":{"@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/author\/aldente\/#author"},"publisher":{"@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-content\/uploads\/sites\/26\/plot_cau_aa_red54-1.png","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/#articleImage","width":560,"height":480,"caption":"\u56f34: \u7d76\u5bfe\u4e0d\u78ba\u304b\u3055\u304c\u4e00\u5b9a\u306e\u5834\u5408\u306ea\u306e\u5206\u5e03"},"datePublished":"2020-12-25T13:44:28+09:00","dateModified":"2020-12-25T13:44:28+09:00","inLanguage":"ja","mainEntityOfPage":{"@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/#webpage"},"isPartOf":{"@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/#webpage"},"articleSection":"\u30c7\u30fc\u30bf\u51e6\u7406, GNU R, Ruby, R\u8a00\u8a9e, \u6307\u6570\u95a2\u6570\u8fd1\u4f3c, \u6700\u5c0f\u4e8c\u4e57\u6cd5"},{"@type":"BreadcrumbList","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura#listItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/home.hirosaki-u.ac.jp\/yaneura","nextItem":{"@type":"ListItem","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/category\/%e3%83%87%e3%83%bc%e3%82%bf%e5%87%a6%e7%90%86\/#listItem","name":"\u30c7\u30fc\u30bf\u51e6\u7406"}},{"@type":"ListItem","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/category\/%e3%83%87%e3%83%bc%e3%82%bf%e5%87%a6%e7%90%86\/#listItem","position":2,"name":"\u30c7\u30fc\u30bf\u51e6\u7406","item":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/category\/%e3%83%87%e3%83%bc%e3%82%bf%e5%87%a6%e7%90%86\/","nextItem":{"@type":"ListItem","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/#listItem","name":"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09"},"previousItem":{"@type":"ListItem","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura#listItem","name":"\u30db\u30fc\u30e0"}},{"@type":"ListItem","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/#listItem","position":3,"name":"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09","previousItem":{"@type":"ListItem","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/category\/%e3%83%87%e3%83%bc%e3%82%bf%e5%87%a6%e7%90%86\/#listItem","name":"\u30c7\u30fc\u30bf\u51e6\u7406"}}]},{"@type":"Organization","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/#organization","name":"\u5206\u6790\u5ba4\u306e\u5c4b\u6839\u88cf","description":"since March 06, 2019","url":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/"},{"@type":"Person","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/author\/aldente\/#author","url":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/author\/aldente\/","name":"Ando","image":{"@type":"ImageObject","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/25cc6124199d634fb1eaedb7bf0254313f60c90e98cb5d9fd6b13e1c5478775a?s=96&d=mm&r=g","width":96,"height":96,"caption":"Ando"}},{"@type":"WebPage","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/#webpage","url":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/","name":"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09 - \u5206\u6790\u5ba4\u306e\u5c4b\u6839\u88cf","description":"\u524d\u8a18\u4e8b\uff08\u30c7\u30fc\u30bf\u751f\u6210\u7de8\uff09\u3067\u751f\u6210\u3057\u305f2\u30bf\u30a4\u30d7\u306e\u4eee\u60f3\u8a08\u6e2c\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u30922\u901a\u308a\u306e\u65b9\u6cd5\u3067\u884c\u3044\u307e","inLanguage":"ja","isPartOf":{"@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/#website"},"breadcrumb":{"@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/#breadcrumblist"},"author":{"@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/author\/aldente\/#author"},"creator":{"@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/author\/aldente\/#author"},"datePublished":"2020-12-25T13:44:28+09:00","dateModified":"2020-12-25T13:44:28+09:00"},{"@type":"WebSite","@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/#website","url":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/","name":"\u5206\u6790\u5ba4\u306e\u5c4b\u6839\u88cf","description":"since March 06, 2019","inLanguage":"ja","publisher":{"@id":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/#organization"}}]},"og:locale":"ja_JP","og:site_name":"\u5206\u6790\u5ba4\u306e\u5c4b\u6839\u88cf - since March 06, 2019","og:type":"article","og:title":"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09 - \u5206\u6790\u5ba4\u306e\u5c4b\u6839\u88cf","og:description":"\u524d\u8a18\u4e8b\uff08\u30c7\u30fc\u30bf\u751f\u6210\u7de8\uff09\u3067\u751f\u6210\u3057\u305f2\u30bf\u30a4\u30d7\u306e\u4eee\u60f3\u8a08\u6e2c\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u30922\u901a\u308a\u306e\u65b9\u6cd5\u3067\u884c\u3044\u307e","og:url":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/","article:published_time":"2020-12-25T04:44:28+00:00","article:modified_time":"2020-12-25T04:44:28+00:00","twitter:card":"summary","twitter:title":"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09 - \u5206\u6790\u5ba4\u306e\u5c4b\u6839\u88cf","twitter:description":"\u524d\u8a18\u4e8b\uff08\u30c7\u30fc\u30bf\u751f\u6210\u7de8\uff09\u3067\u751f\u6210\u3057\u305f2\u30bf\u30a4\u30d7\u306e\u4eee\u60f3\u8a08\u6e2c\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u30922\u901a\u308a\u306e\u65b9\u6cd5\u3067\u884c\u3044\u307e"},"aioseo_meta_data":{"post_id":"874","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":null,"isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"limit_modified_date":false,"created":"2022-06-02 04:03:07","updated":"2023-04-13 11:18:05","ai":null,"breadcrumb_settings":null,"seo_analyzer_scan_date":null,"focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/home.hirosaki-u.ac.jp\/yaneura\" title=\"\u30db\u30fc\u30e0\">\u30db\u30fc\u30e0<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/category\/%e3%83%87%e3%83%bc%e3%82%bf%e5%87%a6%e7%90%86\/\" title=\"\u30c7\u30fc\u30bf\u51e6\u7406\">\u30c7\u30fc\u30bf\u51e6\u7406<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"\u30db\u30fc\u30e0","link":"https:\/\/home.hirosaki-u.ac.jp\/yaneura"},{"label":"\u30c7\u30fc\u30bf\u51e6\u7406","link":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/category\/%e3%83%87%e3%83%bc%e3%82%bf%e5%87%a6%e7%90%86\/"},{"label":"\u6307\u6570\u95a2\u6570\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e2\u65b9\u6cd5\u306e\u6bd4\u8f03\uff08\u89e3\u6790\u7de8\uff09","link":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/874\/"}],"_links":{"self":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-json\/wp\/v2\/posts\/874","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-json\/wp\/v2\/comments?post=874"}],"version-history":[{"count":10,"href":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-json\/wp\/v2\/posts\/874\/revisions"}],"predecessor-version":[{"id":890,"href":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-json\/wp\/v2\/posts\/874\/revisions\/890"}],"wp:attachment":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-json\/wp\/v2\/media?parent=874"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-json\/wp\/v2\/categories?post=874"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/home.hirosaki-u.ac.jp\/yaneura\/wp-json\/wp\/v2\/tags?post=874"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}