{"id":215,"date":"2024-03-20T23:19:14","date_gmt":"2024-03-20T14:19:14","guid":{"rendered":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/?page_id=215"},"modified":"2024-05-14T21:10:17","modified_gmt":"2024-05-14T12:10:17","slug":"second","status":"publish","type":"page","link":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/yodosya\/second\/","title":{"rendered":"R\u3068R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb"},"content":{"rendered":"<h2><span style=\"color: #ff9900\">\u25a0 <\/span>R\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806<\/h2>\n<p>\u307e\u305a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\uff0e<br \/>\nR\u306e\u914d\u5e03\u5148\u306fCRAN\u3068\u3044\u3046web\u30da\u30fc\u30b8\u3067\u3059\uff0e<span style=\"color: #006fdd\">\u7121\u6599\u3067\u5165\u624b\u3067\u304d\u307e\u3059\uff0eR\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u306e\u3061\u306b\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u3068\u3044\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8ffd\u52a0\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\u3057\u307e\u3059\uff0e<br \/>\n\u672c\u66f8\u306e\u8aac\u660e\u3092\u88dc\u8db3\u3059\u308b\u5f62\u3067\u8aac\u660e\u3057\u307e\u3059\u306e\u3067\uff0c\u307e\u305a\u306f\u3088\u304f\u308f\u304b\u3089\u306a\u3044\u307e\u3067\u3082\uff0c\u7b2c3\u7ae0\u3092\u4e00\u901a\u308a\u8aad\u3093\u3060\u3046\u3048\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u4f5c\u696d\u306b\u5165\u3063\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<h3><span style=\"color: #ff0000\">\u25a0<\/span> R\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306e\u305f\u3081\u306b\u306f\uff0c\u914d\u5e03\u5143\u3067\u3042\u308b<a href=\"https:\/\/cran.r-project.org\/\" target=\"_blank\" rel=\"noopener\">CRAN\u306e\u30b5\u30a4\u30c8<\/a>\u306b\u79fb\u52d5\u3057\u307e\u3059.<br \/>\n<a href=\"https:\/\/ja.wikipedia.org\/wiki\/R%E8%A8%80%E8%AA%9E\">R<\/a>\u306f\uff0c\u7121\u6599\u306e\u7d71\u8a08\u89e3\u6790\u306b\u4e3b\u773c\u3092\u7f6e\u3044\u305f\u958b\u767a\u8a00\u8a9e\u3067\u3042\u308a\uff0c\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u7528\u3044\u308b\u305f\u3081\u306b\uff0c\u4e00\u822c\u306e\u4eba\u304c\u4f7f\u3046\u306b\u306f\u96e3\u3057\u3044\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3059\uff0e\u8a08\u7b97\u306e\u7cbe\u5ea6\u3084\u4fe1\u983c\u6027\u306b\u3064\u3044\u3066\u306f\uff0c\u4e16\u754c\u3067\u3082\u30c8\u30c3\u30d7\u3068\u3044\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u3042\u308a\u307e\u305b\u3093\uff0e\u3053\u306e\u30bd\u30d5\u30c8\u3092\u4f7f\u7528\u3057\u3066\u56fd\u5185\u306f\u3082\u3061\u308d\u3093\uff0c\u6d77\u5916\u306e\u7814\u7a76\u8ad6\u6587\u306e\u305f\u3081\u306b\u4f7f\u7528\u3057\u3066\u3082\u4f55\u3089\u652f\u969c\u3042\u308a\u307e\u305b\u3093\uff0e<br \/>\n\u3053\u306eR\u3092\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u30de\u30a6\u30b9\u64cd\u4f5c\u3067\u53ef\u80fd\u3068\u3057\u305f\u30aa\u30d7\u30b7\u30e7\u30f3\uff08\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3044\u3044\u307e\u3059\uff09\u304cR\u30b3\u30de\u30f3\u30c0\u30fc\u306b\u306a\u308a\u307e\u3059\uff0e\u3053\u3053\u3067\u306f\uff0c\u6b63\u5f0f\u306aR\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8ffd\u52a0\u3059\u308b\u624b\u9806\u3092\u8aac\u660e\u3057\u307e\u3059\uff0e<\/p>\n<h3><span style=\"color: #ff0000\">\u25a0 <\/span>CRAN\u3078<\/h3>\n<p>CRAN\u306f\uff0c\u4e16\u754c\u4e2d\u3069\u3053\u304b\u3089\u3082\u63a5\u7d9a\u3067\u304d\u307e\u3059\uff0e<br \/>\n\u307e\u305a\u306f<a href=\"https:\/\/cran.r-project.org\/\" target=\"_blank\" rel=\"noopener\">CRAN\u306e\u30b5\u30a4\u30c8<\/a>\u306b\u884c\u304d\u307e\u3059\uff0e<\/p>\n<h3><span style=\"color: #ff9900\"><span style=\"color: #ff0000\">\u25a0<\/span>\u00a0 <\/span>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5148\u3078\u79fb\u52d5\u2192\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h3>\n<p>\u771f\u3093\u4e2d\u4e0a\u306b\u3042\u308b\uff0c<\/p>\n<ul>\n<li><a href=\"https:\/\/cran.r-project.org\/bin\/macosx\/\" target=\"_blank\" rel=\"noopener\">Download R for (Mac) OS X<\/a><\/li>\n<li><a href=\"https:\/\/cran.r-project.org\/bin\/windows\/\" target=\"_blank\" rel=\"noopener\">Download R for Windows<\/a><\/li>\n<\/ul>\n<p>\u306e\u4f55\u308c\u304b\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\uff0e<span style=\"color: #006fdd\">Mac\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u304c\uff0c\u6b63\u5e38\u52d5\u4f5c\u3057\u306a\u3044\u3068\u304d\u3082\u3042\u308a\u307e\u3059\uff0e<a href=\"http:\/\/rcommanderdeigakutoukeikaiseki.com\/support_install_mac.html\" target=\"_blank\" rel=\"noopener\">\u7279\u6b8a\u306a\u624b\u7d9a\u304d<\/a>\u304c\u5fc5\u8981\u3068\u306a\u308b\u5834\u5408\u3082\u3042\u308b\u3088\u3046\u3067\u3059\uff0e<\/span><br \/>\nWindows\u304c\u4f7f\u3048\u308b\u306e\u3067\u3042\u308c\u3070\uff0cWindows\u304c\u7121\u96e3\u3067\u3059\uff0e\u4ee5\u964d\u306f\uff0c<span style=\"color: #006fdd\">Windows\u306e\u5834\u5408\u3092\u8aac\u660e<\/span>\u3057\u307e\u3059\uff0e<br \/>\n\u2460<a href=\"https:\/\/cran.r-project.org\/bin\/windows\/\">\u00a0Download R for Windows<\/a>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n\u2461<a href=\"https:\/\/cran.r-project.org\/bin\/windows\/base\/\" target=\"_blank\" rel=\"noopener\">base<\/a>\u00a0\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n\u2462\u00a0<span style=\"color: #006fdd\">Download R \u25cf.\u25cf.\u25cf for Windows<\/span>\u00a0\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff08<span style=\"color: #006fdd\">\u30d0\u30fc\u30b8\u30e7\u30f3[\u25cf\u306e\u90e8\u5206]\u306f\u983b\u7e41\u306b\u5909\u308f\u308a\u307e\u3059<\/span>\uff0e\u672c\u66f8\u3067\u306fR 3.6.2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u304c\u64cd\u4f5c\u65b9\u6cd5\u306f\u540c\u3058\u3067\u3059\uff0e<br \/>\n\u2463 \u30d5\u30a1\u30a4\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3092\u8981\u6c42\u3055\u308c\u308b\u306e\u3067\uff0c\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<h3><span style=\"color: #ff0000\">\u25a0 <\/span>R\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<p>\u4fdd\u5b58\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306f\uff0c\u30c0\u30d6\u30eb\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u59cb\u307e\u308a\u307e\u3059\uff0e<br \/>\n\u624b\u9806\u306f<a href=\"http:\/\/sgn.sakura.ne.jp\/R\/Rinstall.html\" target=\"_blank\" rel=\"noopener\">\u3053\u3061\u3089<\/a>\u3092\u53c2\u7167\u3057\u3066\u4e0b\u3055\u3044\uff0e<a href=\"https:\/\/soc-research.org\/ja\/r_install_windows\/\" target=\"_blank\" rel=\"noopener\">\u3053\u3061\u3089<\/a>\u3082\u53c2\u7167\u3067\u304d\u307e\u3059\uff0e\u30cd\u30c3\u30c8\u4e0a\u3067\u30ad\u30fc\u30ef\u30fc\u30c9\u300cR\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u300d\u3067\u691c\u7d22\u3059\u308b\u3068\uff0c\u305f\u304f\u3055\u3093\u51fa\u3066\u304d\u307e\u3059\u306e\u3067\uff0c\u7406\u89e3\u3057\u3084\u3059\u3044\u30da\u30fc\u30b8\u3092\u53c2\u7167\u3057\u3066\u3082\u3089\u3063\u3066\u3082\u69cb\u3044\u307e\u305b\u3093\uff0e<\/p>\n<h3><span style=\"color: #ff0000\">\u25a0 <\/span>R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<p>R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\uff0c\u4ee5\u4e0b\u306e\u624b\u9806\u3067\u884c\u3044\u307e\u3059\uff0e<br \/>\n\u3051\u3063\u3053\u3046\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304c\uff0c\u6839\u6c17\u5f37\u304f\u9032\u3081\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<p>\u2460R\u3092\u8d77\u52d5\u3057\u307e\u3059\uff0e<br \/>\n\u2461\u958b\u304b\u308c\u305fR\u306e\u4e0a\u306b\u3042\u308b\u30e1\u30cb\u30e5\u30fc\u304b\u3089[\u30d1\u30c3\u30b1\u30fc\u30b8]\uff0d[\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb]\u3068\u9078\u3073\u307e\u3059\uff0e<br \/>\n\u2462[JapanTokyo]\u21d2[OK]\u3092\u30af\u30ea\u30c3\u30af\uff0e<span style=\"color: #990000\">\u203b\u5fc5\u305a[JapanTokyo]\u3067\u306a\u304f\u3066\u3082\u4f55\u3067\u3082\u826f\u3044\uff0e<\/span><br \/>\n\u2463[Rcmdr]\u21d2[OK]\u3092\u30af\u30ea\u30c3\u30af\uff0e<br \/>\n\u2464[\u8cea\u554f]\u306e\u3088\u3046\u306a\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u304c\u51fa\u308b\u306e\u3067\uff0c\u5168\u3066[\u306f\u3044]\u3092\u30af\u30ea\u30c3\u30af\uff0e<br \/>\n\u2465\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u7d42\u4e86\u3057\u305f\u3089\uff0c\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\uff08\u8d64\u5b57\u306e[<span style=\"color: #ff0000\">\uff1e\uff5c<\/span>]\uff09\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304b\u3089\uff0c\u534a\u89d2\u3067<\/p>\n<p><span style=\"color: #ff0000\">library(Rcmdr)<\/span><br \/>\n\uff08<span style=\"color: #006fdd\">\u203b\u8d64\u5b57\u90e8\u5206\u3092\u3053\u3053\u304b\u3089\u30b3\u30d4\u30fc\u3057\u3066\uff0c\u30da\u30fc\u30b9\u30c8\u3059\u308c\u3070\u697d\u3067\u3059<\/span>\uff09<\/p>\n<p>\u3068\u5165\u529b\u3057\u307e\u3059\uff0e\u5165\u529b\u5f8c\uff0cEnter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\uff0e<br \/>\n\u2466[Rcmdr\u304c\u5229\u7528\u3059\u308b\u6b21\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u3042\u308a\u307e\u305b\u3093]\u306e\u3088\u3046\u306a\u8b66\u544a\u306e\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u304c\u51fa\u307e\u3059\uff0e\u3053\u308c\u306b\u5bfe\u3057\u3066\u306f[\u306f\u3044]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n\u2467[\u7121\u3044\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b]\u3068\u3044\u3046\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u3067\uff0c[OK]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n\u2468\u307e\u305f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u59cb\u307e\u308a\u307e\u3059\u306e\u3067\uff0c\u5c11\u3057\u5f85\u3061\u307e\u3059\uff0e<span style=\"color: #006fdd\">R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3059\u308b\u3068\uff0c\u65b0\u305f\u306bR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u753b\u9762\u304c\u73fe\u308c\u307e\u3059<\/span>\uff0e<\/p>\n<h3><span style=\"color: #ff0000\">\u25a0 <\/span>R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u6700\u7d42\u8a2d\u5b9a\uff08\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u306e\u8a2d\u5b9a\uff09<\/h3>\n<p>\u2460\u30c7\u30a3\u30b9\u30af\u30c8\u30c3\u30d7\u306b\u3042\u308bR\u306e\u30a2\u30a4\u30b3\u30f3\u3092<span style=\"color: #006fdd\">\u53f3\u30af\u30ea\u30c3\u30af<\/span>\u3057\u307e\u3059\uff0e<br \/>\n\u2461\u30e1\u30cb\u30e5\u30fc\u304b\u3089\uff0c\u2461[\u30d7\u30ed\u30d1\u30c6\u30a3]\u3092\u9078\u3073\u307e\u3059\uff0e<br \/>\n\u2462[\u30ea\u30f3\u30af\u5148]\u306e<\/p>\n<p>C:\\R-\u25cf.\u25cf.\u25cf\\bin\\x64\\Rgui.exe <span style=\"color: #ff0000\">&#8211;cd-to-userdocs<\/span><\/p>\n<p>\u306eRgui.exe\u4ee5\u964d\u306e\u3000<span style=\"color: #006fdd\">&#8211;cd-to-userdocs\u306e\u90e8\u5206<\/span>\u3092\uff0c<span style=\"color: #006fdd\">R_DEFAULT_PACKAGES=\u201cRcmdr\u201d\u306b\u66f8\u304d\u63db\u3048<\/span>\u3066\uff0c<\/p>\n<p>C:\\R-\u25cf.\u25cf.\u25cf\\bin\\x64\\Rgui.exe<span style=\"color: #ff0000\">\u00a0R_DEFAULT_PACKAGES=\u201cRcmdr\u201d<\/span><br \/>\n\uff08<span style=\"color: #006fdd\">\u203b\u8d64\u5b57\u90e8\u5206\u3092\u3053\u3053\u304b\u3089\u30b3\u30d4\u30fc\u3057\u3066\uff0c\u30da\u30fc\u30b9\u30c8\u3059\u308c\u3070\u697d\u3067\u3059<\/span>\uff09<br \/>\n\u3068\u3057\u307e\u3059\uff0e<\/p>\n<p>\u4ee5\u4e0a\u3067\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u8a2d\u5b9a\u306f\u7d42\u4e86\u3067\u3059\uff0e<\/p>\n<p><span style=\"color: #006fdd\">\u203b\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u306e\u8a2d\u5b9a\u306f\uff0c\u5fc5\u305a\u884c\u308f\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\uff0e<\/span><\/p>\n<h2><span style=\"color: #ff9900\">\u25a0 <\/span>R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u8d77\u52d5\u3068\u7d42\u4e86<\/h2>\n<h3><span style=\"color: #ff0000\">\u25a0 <\/span>\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u4f5c\u3063\u305f\u3068\u304d<\/h3>\n<p>R\u306e\u30a2\u30a4\u30b3\u30f3\u3092\u30c0\u30d6\u30eb\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\uff0c<span style=\"color: #006fdd\">\u30a6\u30a4\u30f3\u30c9\u30a6\u304c2\u3064\u958b\u304f<\/span>\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\n\u8d77\u52d5\u306b\u306f\u591a\u5c11\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\uff0e<br \/>\n<span style=\"color: #006fdd\">RGui\u3068R\u30b3\u30de\u30f3\u30c0\u30fc\u3068\u3044\u30462\u3064\u306e\u30a6\u30a4\u30f3\u30c9\u30a6<\/span>\u304c\u73fe\u308c\u307e\u3059\uff0e<br \/>\n\u7d42\u4e86\u3059\u308b\u3068\u304d\u306f\uff0c<span style=\"color: #006fdd\">\u5e38\u306bRGui\u3068\u3044\u3046\u753b\u9762\u3067\u7d42\u4e86<\/span>\u3057\u3066\u304f\u3060\u3055\u3044\uff08\u53f3\u4e0a\u306e\u00d7\u30dc\u30bf\u30f3\uff09\uff0e<br \/>\n\u300c<span style=\"color: #006fdd\">\u4f5c\u696d\u30b9\u30da\u30fc\u30b9\u3092\u4fdd\u5b58\u3057\u307e\u3059\u304b\uff1f<\/span>\u300d\u3068\u51fa\u307e\u3059\u306e\u3067\uff0c\u901a\u5e38\u306f<span style=\"color: #006fdd\">\u300c\u306f\u3044<\/span>\u300d\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\uff0e<\/p>\n<p><span style=\"color: #006fdd\">\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u306f\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u65b9\u3067<\/span>\u884c\u3044\u307e\u3059\uff0e<\/p>\n<h3><span style=\"color: #ff0000\">\u25a0 <\/span>\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u4f5c\u3089\u306a\u304b\u3063\u305f\u3068\u304d<\/h3>\n<p>R\u306e\u30a2\u30a4\u30b3\u30f3\u3092\u30c0\u30d6\u30eb\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\uff0c<span style=\"color: #006fdd\">RGui\u3068\u3044\u3046\u30a6\u30a4\u30f3\u30c9\u30a6\u304c\u958b\u304f<\/span>\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\n\u8d77\u52d5\u306b\u306f\u591a\u5c11\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\uff0e<br \/>\n\u5de6\u4e0a\u306bRGui\u3068\u66f8\u3044\u3066\u3042\u308b\u30a6\u30a4\u30f3\u30c9\u30a6\u304c\u73fe\u308c\u307e\u3059\uff0e<br \/>\n\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\uff08\u8d64\u5b57\u306e[<span style=\"color: #ff0000\">\uff1e\uff5c<\/span>]\uff09\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304b\u3089\uff0c\u534a\u89d2\u3067<\/p>\n<p><span style=\"color: #ff0000\">library(Rcmdr)<\/span><br \/>\n\uff08<span style=\"color: #006fdd\">\u203b\u8d64\u5b57\u90e8\u5206\u3092\u3053\u3053\u304b\u3089\u30b3\u30d4\u30fc\u3057\u3066\uff0c\u30da\u30fc\u30b9\u30c8\u3059\u308c\u3070\u697d\u3067\u3059<\/span>\uff09<\/p>\n<p>\u3068\u5165\u529b\u3057\u307e\u3059\uff0e<span style=\"color: #006fdd\">\u5165\u529b\u5f8c\uff0cEnter\u30ad\u30fc\u3092\u62bc\u3059<\/span>\u3068\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u3068\u3044\u3046\u753b\u9762\u304c\u73fe\u308c\u307e\u3059\uff0e<br \/>\n\u203b\u3053\u306e\u4f5c\u696d\u306f\uff0c<span style=\"color: #006fdd\">\u8d77\u52d5\u306e\u90fd\u5ea6\u884c\u3044\u307e\u3059<\/span>\uff08\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u305f\u3068\u304d\u3068<span style=\"color: #006fdd\">\u7570\u306a\u308b\u306e\u306f\u3053\u306e\u624b\u9593\u304c\u5897\u3048\u308b\u3060\u3051<\/span>\u3067\u3059\uff09\uff0e<\/p>\n<p>R\u3092\u7d42\u4e86\u3059\u308b\u3068\u304d\u306f\uff0c<span style=\"color: #006fdd\">\u5e38\u306bRGui\u3068\u3044\u3046\u753b\u9762\u3067\u7d42\u4e86<\/span>\u3057\u3066\u304f\u3060\u3055\u3044\uff08\u53f3\u4e0a\u306e\u00d7\u30dc\u30bf\u30f3\uff09\uff0e<br \/>\n\u300c\u4f5c\u696d\u30b9\u30da\u30fc\u30b9\u3092\u4fdd\u5b58\u3057\u307e\u3059\u304b\uff1f\u300d\u3068\u51fa\u307e\u3059\u306e\u3067\uff0c\u901a\u5e38\u306f\u300c\u306f\u3044\u300d\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\uff0e<\/p>\n<p><span style=\"color: #006fdd\">\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u306f\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u65b9\u3067<\/span>\u884c\u3044\u307e\u3059\uff0e<\/p>\n<h2><span style=\"font-size: 18pt\"><span style=\"color: #ff9900\">\u25a0 <\/span>\u5225\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\uff1b\u4ee5\u4e0a\u306e\u4f5c\u696d\u304c\u96e3\u3057\u3044\u4eba\u306f\u2026<\/span><\/h2>\n<p><span style=\"font-size: 12pt\">\u4e0a\u3067<span style=\"color: #ff0000\">\u8aac\u660e\u3057\u3066\u304d\u305fR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u306f\uff0c<\/span><span style=\"color: #006fdd\">\u96e3\u3057\u304f\u3066\u3067\u304d\u306a\u3044<\/span><span style=\"color: #ff0000\">\uff0e\u3068\u3044\u3046\u4eba<\/span>\u306f\uff0c\u4ee5\u4e0b\u306e\u65b9\u6cd5\u306b\u5f93\u3063\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\uff0e<\/span><\/p>\n<p><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/r\/\" target=\"_blank\" rel=\"noopener\">\u3053\u3061\u3089<\/a>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\uff0c\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\uff0c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/span><\/p>\n<p><span style=\"font-size: 12pt\">\u30e1\u30cb\u30e5\u30fc\u304c\u5c11\u3057\u7570\u306a\u308b\u306e\u306f\uff0c\u7b46\u8005\u304c\u4f5c\u6210\u3057\u305f\u30e1\u30cb\u30e5\u30fc\u3082\u542b\u3080\u305f\u3081\u3067\u3059\uff0e\u57fa\u672c\u7684\u306b\u306fR\u3068\u4f55\u3089\u5909\u308f\u308a\u3042\u308a\u307e\u305b\u3093\uff0e<\/span><\/p>\n<h2><span style=\"font-size: 18pt\"><span style=\"color: #ff9900\">\u25a0 <\/span>\u6f14\u7fd2<\/span><\/h2>\n<p>\u57fa\u790e\u7de8\u3000\u7b2c3\u8b1b\u3000\u3067\u306f\uff0cExcel\u304b\u3089\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3093\u3067\u300c\u57fa\u672c\u7d71\u8a08\u5024\u3092\u6c42\u3081\u308b\u624b\u9806\u300d\u3092\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\uff0e<br \/>\n\u4ee5\u4e0b\u306eEXCEL\u30d5\u30a1\u30a4\u30eb\u3067\u5b9f\u969b\u306b\u6f14\u7fd2\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff0e<br \/>\n<a href=\"https:\/\/1drv.ms\/x\/s!AmEkMOEeM9qfhfM63cQM_fpKUNEz2Q?e=vcjmLq\" target=\"_blank\" rel=\"noopener\">EXCEL\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/p>\n<p><span style=\"color: #006fdd\">\u25cfEXCEL\u30d5\u30a1\u30a4\u30eb\u304b\u3089R\u30b3\u30de\u30f3\u30c0\u30fc\u3078\u8aad\u307f\u8fbc\u307f<\/span><br \/>\n\uff11\uff09\u4e0a\u8a18\u30ea\u30f3\u30af\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u958b\u3044\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\n\uff12\uff09EXCEL\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u3044\u305f\u3089\uff0c\u5909\u6570\u540d\uff08\u30c7\u30fc\u30bf\u306e\u4e0a\u306b\u3064\u3044\u3066\u3044\u308b\u65e5\u672c\u8a9e\u30e9\u30d9\u30eb\uff09\u3054\u3068\uff0c\u30de\u30a6\u30b9\u3067\u5168\u7bc4\u56f2\u6307\u5b9a\u3057\u3066\uff0c\u53f3\u30af\u30ea\u30c3\u30af\u30b3\u30d4\u30fc\u3057\u307e\u3059\uff08\u4e0b\u56f3\uff1b\u56f3\u306e\u30af\u30ea\u30c3\u30af\u3067\u62e1\u5927\uff09<br \/>\n<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/1.jpg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/1.jpg\" width=\"291\" height=\"208\" border=\"0\" \/><\/a><\/p>\n<p>\uff13\uff09R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u753b\u9762\u3067\uff0c[\u30c7\u30fc\u30bf]\uff0d[\u30c7\u30fc\u30bf\u306e\u30a4\u30f3\u30dd\u30fc\u30c8]\uff0d[\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u307e\u305f\u306f\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\uff0cURL\u304b\u3089]\u3092\u9078\u3073\u307e\u3059\uff0e<br \/>\n<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/2.jpg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/2.jpg\" width=\"291\" height=\"163\" border=\"0\" \/><\/a>\uff08\u7b2c3\u7ae0\u306e\u56f33\u3068\u540c\u3058\uff09<\/p>\n<p>\uff14\uff09\u65b0\u3057\u304f\u51fa\u305f\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u3067\uff0c[\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u540d\u3092\u5165\u529b]\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u540d\u3092\u6c7a\u3081\u307e\u3059\uff0e<span style=\"color: #006fdd\">\u6700\u521d\u306f\uff0c\u2460Dataset\u3068\u3044\u3046\u30c7\u30fc\u30bf\u540d\u304c\u52dd\u624b\u306b\u5165\u3063\u3066\u3044\u307e\u3059<\/span>\uff0eDatase\u3092\u66f8\u304d\u63db\u3048\u3066\u3082\u3044\u3044\u3067\u3059\u304c\uff0c\u3068\u308a\u3042\u3048\u305a<span style=\"color: #006fdd\">\u3053\u306e\u307e\u307eDataset\u3068\u3044\u3046\u540d\u524d\u3067\u9032\u3081\u307e\u3059<\/span>\uff0e\u2461\u30af\u30ea\u30c3\u30d7\u30dc\u30fc\u30c9\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u307e\u3059\uff0e\u2462[OK]\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/3.jpg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/3.jpg\" width=\"303\" height=\"391\" border=\"0\" \/><\/a>\uff08\u7b2c3\u7ae0\u306e\u56f34\u3068\u540c\u3058\uff09<\/p>\n<p><span style=\"color: #006fdd\">\u25cf\u57fa\u672c\u7d71\u8a08\u91cf\u3092\u6c42\u3081\u308b<\/span><br \/>\n\uff11\uff09\u30e1\u30cb\u30e5\u30fc\u304b\u3089[\u7d71\u8a08\u91cf]\uff0d[\u8981\u7d04]\uff0d[\u6570\u5024\u306b\u3088\u308b\u8981\u7d04]\u3092\u9078\u3073\u307e\u3059\uff0e<br \/>\n<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/4.jpg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/4.jpg\" width=\"299\" height=\"331\" border=\"0\" \/><\/a><\/p>\n<p>\uff12\uff09\u57fa\u672c\u7d71\u7d71\u8a08\u91cf\u3092\u6c42\u3081\u305f\u3044\u5909\u6570\u3092\u9078\u3073\u307e\u3059\uff08<span style=\"color: #006fdd\">\u4ee5\u4e0b\u306e\u4f8b\u3067\u306f\u2460&#8221;\u8eab\u9577&#8221;<\/span>\uff09\uff0e\u305d\u306e\u5f8c\uff0c\u2461[OK]\u3092\u30af\u30ea\u30c3\u30af\uff0e<br \/>\n<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/5.jpg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/5.jpg\" width=\"456\" height=\"292\" border=\"0\" \/><\/a><\/p>\n<p>\uff13\uff09\u7d50\u679c\u306f\uff0c[\u51fa\u529b]\u306e\u3068\u3053\u308d\u306b<span style=\"color: #006fdd\">\u9752\u5b57\u3067\u51fa\u529b<\/span>\u3055\u308c\u307e\u3059\uff0e<br \/>\n<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/6.jpg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/6.jpg\" width=\"452\" height=\"499\" border=\"0\" \/><\/a><\/p>\n<p><span style=\"color: #006fdd\">\u25cf\u8cea\u7684\u30c7\u30fc\u30bf\u3078\u306e\u5909\u63db<\/span><br \/>\n\uff11\uff09EXCEL\u30c7\u30fc\u30bf\u3092\u3082\u3046\u3044\u3061\u3069\u898b\u3066\u4e0b\u3055\u3044\uff0e<span style=\"color: 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\/>\n\u305d\u3053\u3067\uff0c<span style=\"color: #006fdd\">R\u30b3\u30de\u30f3\u30c0\u30fc\u30670\uff0c1\u306e\u6570\u5024\u30c7\u30fc\u30bf\u3092\uff0c0\uff1d\u306a\u3057\uff0c1\uff1d\u3042\u308a\u306e\u6587\u5b57\u30c7\u30fc\u30bf\uff08\uff1d\u8cea\u7684\u30c7\u30fc\u30bf\uff09\u306b\u5909\u66f4<\/span>\u3057\u307e\u3059\uff0e<span style=\"color: #ff0000\">EXCEL\u3067\uff0c\uff5b\u306a\u3057\uff0c\u3042\u308a\uff5d\u306b\u4fee\u6b63\u3057\u3066\u304b\u3089R\u30b3\u30de\u30f3\u30c0\u30fc\u306b\u8aad\u307f\u76f4\u3057\u3066\u3082\u826f<\/span><span style=\"color: #006fdd\">\u3044<\/span>\u3067\u3059\uff0e<\/p>\n<p>\uff12\uff09\u30e1\u30cb\u30e5\u30fc\u304b\u3089[\u30c7\u30fc\u30bf]\uff0d[\u30a2\u30af\u30c6\u30a3\u30d6\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u5909\u6570\u306e\u7ba1\u7406]\uff0d[\u6570\u5024\u5909\u6570\u3092\u56e0\u5b50\u306b\u5909\u63db]\u3092\u9078\u3073\u307e\u3059\uff0e<br \/>\n<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/7.jpg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/7.jpg\" width=\"416\" height=\"461\" border=\"0\" \/><\/a>\uff08\u7b2c3\u7ae0\u306e\u56f38\uff09<\/p>\n<p>\uff13\uff09\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u3067\uff0c\u6570\u5024\u30c7\u30fc\u30bf\u3092\u6587\u5b57\u30c7\u30fc\u30bf\u306b\u5909\u3048\u305f\u3044\u2460&#8221;\u904b\u52d5\u7fd2\u6163&#8221;\u3092\u9078\u3073\u307e\u3059\uff0e<br \/>\n<span style=\"color: #006fdd\">\u3044\u307e\u3042\u308b\uff0c0\u30681\u306e&#8221;\u904b\u52d5\u7fd2\u6163&#8221;\u306e\u30c7\u30fc\u30bf\u306b\u4e0a\u66f8\u304d\u3057\u305f\u3044\u306a\u3089\u305d\u306e\u307e\u307e[OK]\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u304c\uff0c&#8221;cat\u904b\u52d5\u7fd2\u6163&#8221;\u3068\u3044\u3046\u65b0\u305f\u306a\u6587\u5b57\u30c7\u30fc\u30bf\uff5b\u306a\u3057\uff0c\u3042\u308a\uff5d\u306e\u30c7\u30fc\u30bf\u3092\u4f5c\u308a\u305f\u3044<\/span>\u306a\u3089\uff0c\u2461\u306e\u3068\u3053\u308d\u306b\uff0c<span style=\"color: #006fdd\">\u3042\u3089\u305f\u306a\u5909\u6570\u540d\u3092\u5165\u529b<\/span>\u3057\u307e\u3059\uff0e\u5909\u6570\u540d\u306a\u306e\u3067\u4f55\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\uff0e\u2462[OK]\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n\u24630\u304c\u4f55\u3067\uff0c1\u304c\u4f55\u304b\uff0c\u3092\u6587\u5b57\u3067\u5165\u529b\u3057\u307e\u3059\uff0e\u2464[OK]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<\/p>\n<p><a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/8.jpg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/8.jpg\" width=\"425\" height=\"165\" border=\"0\" \/><\/a>\uff08\u7b2c3\u7ae0\u306e\u56f38\uff09<\/p>\n<p>\uff14\uff09\u65b0\u3057\u304f\u8ffd\u52a0\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u78ba\u8a8d<br \/>\n\u2460[\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8868\u793a]\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\uff0c\u30c7\u30fc\u30bf\u30a6\u30a4\u30f3\u30c9\u30a6\u304c\u73fe\u308c\u307e\u3059\uff0e\u2461\u30a2\u30f3\u30c0\u30fc\u30d0\u30fc\u3067\u53f3\u306b\u30b9\u30e9\u30a4\u3059\u308b\u3068\uff0c\u2462\uff5b\u306a\u3057\uff0c\u3042\u308a\uff5d\u306e\u6587\u5b57\u306b\u5909\u308f\u3063\u305f&#8221;cat\u904b\u52d5\u7fd2\u6163&#8221;\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u307e\u3059\uff0e\u78ba\u8a8d\u3057\u305f\u3089\uff0c\u2463\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u9589\u3058\u307e\u3059\uff0e<br \/>\n<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/9.jpg\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/yodosha\/9.jpg\" width=\"521\" height=\"573\" border=\"0\" \/><\/a><\/p>\n<p>\u4ee5\u4e0a\u3067\uff0c\u7b2c3\u7ae0\u3067\u8aac\u660e\u3057\u305fR\u30b3\u30de\u30f3\u30c0\u30fc\u64cd\u4f5c\u306e\u88dc\u8db3\u8aac\u660e\u3092\u7d42\u308f\u308a\u307e\u3059\uff0e<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u25a0 R\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806 \u307e\u305a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\uff0e R\u306e\u914d\u5e03\u5148\u306fCRAN\u3068\u3044\u3046web\u30da\u30fc\u30b8\u3067\u3059\uff0e\u7121\u6599\u3067\u5165\u624b\u3067\u304d\u307e\u3059\uff0eR\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u306e\u3061\u306b\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u3068\u3044\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8ffd\u52a0\u3067\u30a4\u30f3\u2026 <span class=\"read-more\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/yodosya\/second\/\">\u7d9a\u304d\u3092\u8aad\u3080 &raquo;<\/a><\/span><\/p>\n","protected":false},"author":200,"featured_media":0,"parent":211,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-215","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/pages\/215","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/users\/200"}],"replies":[{"embeddable":true,"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/comments?post=215"}],"version-history":[{"count":12,"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/pages\/215\/revisions"}],"predecessor-version":[{"id":584,"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/pages\/215\/revisions\/584"}],"up":[{"embeddable":true,"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/pages\/211"}],"wp:attachment":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/media?parent=215"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}