{"id":346,"date":"2024-03-21T14:19:06","date_gmt":"2024-03-21T05:19:06","guid":{"rendered":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/?page_id=346"},"modified":"2024-03-21T14:45:35","modified_gmt":"2024-03-21T05:45:35","slug":"chap7","status":"publish","type":"page","link":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/ishiyaku\/chap7\/","title":{"rendered":"07-1 \u7d71\u8a08\u30bd\u30d5\u30c8\u306e\u6e96\u5099"},"content":{"rendered":"<h1><span style=\"color: #33cccc\">\u25a0 <\/span>R\u3068R\u30b3\u30de\u30f3\u30c0\u30fc\uff0c\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u306b\u3064\u3044\u3066<\/h1>\n<p><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<span style=\"color: #5588b3\">R\u30b3\u30de\u30f3\u30c0\u30fc\u306fR\u3092\u57fa\u76e4\u3068\u3057\u305f\u7d71\u8a08\u89e3\u6790\u30c4\u30fc\u30eb\u3067\u3059\uff0e<br \/>\n<\/span><span style=\"color: #4760c0\"><span style=\"color: #0000ff\">\u25a0<\/span><\/span><span style=\"color: #2d73ac\">\u3000<\/span><span style=\"color: #5588b3\">R\u307e\u305f\u306fR\u8a00\u8a9e\u3068\u306f\uff0c\u69d8\u3005\u306a\u6570\u7406\u7684\u89e3\u6790\u3092\u53ef\u80fd\u3068\u3057\u305f\u958b\u767a\u8a00\u8a9e\u3067\uff0c\u305d\u306e\u64cd\u4f5c\u306b\u306f\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3092\u5229\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff0e\u5f93\u3063\u3066\uff0c<\/span><span style=\"color: #990099\">\u30b3\u30de\u30f3\u30c9\u3092\u6271\u3048\u308b\u77e5\u8b58\u304c\u306a\u3044\u3068\u64cd\u4f5c\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u5f31\u70b9<\/span><span style=\"color: #5588b3\">\u304c\u3042\u308a\u307e\u3057\u305f\uff0e<\/span><span style=\"color: #2d73ac\"><br \/>\n<span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span><span style=\"color: #990099\">R\u30b3\u30de\u30f3\u30c0\u30fc<\/span><span style=\"color: #5588b3\">\u306f\uff0c\u305d\u306eR\u306b\u8ffd\u52a0\u3059\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\uff08\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3044\u3044\u307e\u3059\uff09\u3067\uff0c\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u305b\u305a\uff0c<\/span><span style=\"color: #990099\">\u30de\u30a6\u30b9\u306b\u3088\u308b\u30e1\u30cb\u30e5\u30fc\u306e\u64cd\u4f5c\u3067\u89e3\u6790\u3092\u53ef\u80fd<\/span><span style=\"color: #5588b3\">\u3068\u3057\u3066\u3044\u307e\u3059\uff0e<\/span><span style=\"color: #2d73ac\"><br \/>\n<span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span><span style=\"color: #5588b3\">R\u30b3\u30de\u30f3\u30c0\u30fc\u306e<\/span><span style=\"color: #990099\">\u30e1\u30ea\u30c3\u30c8<\/span><span style=\"color: #5588b3\">\u306f\uff0c<\/span><span style=\"color: #990099\">\u7121\u511f\u3067\u3042\u308b<\/span><span style=\"color: #5588b3\">\u3053\u3068\u3067\u3059\uff0e\u307e\u305f\uff0c\u7121\u511f\u3067\u3082<\/span><span style=\"color: #990099\">\u4e16\u754c\u7684\u306b\u7d71\u8a08\u5b66\u8005\u3092\u306f\u3058\u3081\u3068\u3057\u3066\u69d8\u3005\u306a\u5b66\u8853\u5206\u91ce\u3067\u983b\u7528\u3055\u308c\u3066\u304a\u308a\uff0c\u305d\u306e\u4fe1\u983c\u6027\u306f\u4e16\u754c\u30c8\u30c3\u30d7\u30ec\u30d9\u30eb<\/span><span style=\"color: #5588b3\">\u3068\u3044\u308f\u308c\u307e\u3059\uff0e<br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span>\u7121\u6599\u914d\u5e03\u3055\u308c\u3066\u3044\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8ffd\u52a0\u3057\u3066\u3044\u304f\u3068\uff0c\u307b\u3068\u3093\u3069\u306e\u7d71\u8a08\u624b\u6cd5\u306f\u53ef\u80fd\u3068\u306a\u308b\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059\uff0e<br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span><\/span><span style=\"color: #990099\">\u30c7\u30e1\u30ea\u30c3\u30c8<\/span><span style=\"color: #5588b3\">\u306f\uff0c<\/span><span style=\"color: #990099\">\u64cd\u4f5c\u304c\u3084\u3084\u7169\u96d1<\/span><span style=\"color: #5588b3\">\u3067\u3042\u308b\u3053\u3068\u3067\u3059\uff0e<\/span><span style=\"color: #990099\">\u6163\u308c\u308b\u306e\u306b\u5c11\u3057\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059<\/span><span style=\"color: #5588b3\">\uff0e\u307e\u305f\uff0c\u5e02\u8ca9\u306e\u30bd\u30d5\u30c8\u3068\u7570\u306a\u3063\u3066\uff0c<\/span><span style=\"color: #990099\">\u52d5\u4f5c\u304c\u5b89\u5b9a\u3057\u306a\u3044\u3068\u304d\u3082\u3042\u308a\u307e\u3059<\/span><span style=\"color: #5588b3\">\uff0e\u307e\u308c\u306b\uff0c\u7a81\u7136\uff0c\u30d5\u30ea\u30fc\u30ba\u3057\u305f\u308a\u7d42\u4e86\u3057\u305f\u308a\uff0c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u3044\u304b\u306a\u3044\u306a\u3069\u306e\u30c8\u30e9\u30d6\u30eb\u3082\u3042\u308a\u307e\u3059\uff0e\u3057\u304b\u3057\uff0c\u3044\u3063\u305f\u3093\u6b63\u5e38\u52d5\u4f5c\u3057\u3066\u3057\u307e\u3046\u3068\uff0c\u305d\u306e\u5f8c\u30c8\u30e9\u30d6\u30eb\u306f\u6ec5\u591a\u306b\u3042\u308a\u307e\u305b\u3093\uff0e<br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000\u8fd1\u5e74\u306f\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u306b\u3044\u304f\u3064\u304b\u306e\u7d71\u8a08\u624b\u6cd5\u3092\u8ffd\u52a0\u3057\u305f\u3082\u306e\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304d\u307e\u3057\u305f\uff0e<\/span><\/span><span style=\"color: #990099\">\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u306f\uff0c\u7de8\u8457\u8005\u304cR\u30b3\u30de\u30f3\u30c0\u30fc\u306b\u7d71\u8a08\u624b\u6cd5\u3092\u8ffd\u52a0\u3057\u3066\u6539\u5909\u3057\u305f\u3082\u306e<\/span><span style=\"color: #5588b3\">\u3067\u3059\uff0e\u3067\u304d\u308b\u3060\u3051\uff0c\u3088\u304f\u4f7f\u3046\u624b\u6cd5\u3092\u7d44\u307f\u5165\u308c\u3066\u64cd\u4f5c\u3057\u3084\u3059\u304f\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\u305f\u3060\u3057\uff0c\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5c02\u9580\u5bb6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u306e\u3067\uff0c\u7d50\u679c\u306e\u898b\u82e6\u3057\u3044\u70b9\u306f\u3042\u308a\u307e\u3059\uff0e<br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span>\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u4ee5\u5916\u306b\u3082\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u6539\u5909\u3057\u3066\u914d\u5e03\u3057\u3066\u3044\u308b\u3082\u306e\u304c\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u304c\uff0c\u305d\u308c\u305e\u308c\u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u7570\u306a\u308b\u3068\u304b\uff0c\u30d1\u30c3\u30b1\u30fc\u30b8\u5185\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u8a2d\u5b9a\u3092\u72ec\u81ea\u306b\u8a2d\u5b9a\u3057\u305f\u308a\uff0c\u6642\u306b\u306f\u4f5c\u6210\u8005\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u3088\u308b\u89e3\u6790\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\uff0e<br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span>\u4ee5\u4e0a\u3092\u308f\u304d\u307e\u3048\u3066\u4f7f\u7528\u3059\u308c\u3070\uff0c\u7121\u511f\u3067\u9ad8\u3044\u6027\u80fd\u306e\u7d71\u8a08\u30bd\u30d5\u30c8\u3000R\u3000\u3092\u4f7f\u7528\u3067\u304d\u308b\u74b0\u5883\u306b\u3042\u308a\u307e\u3059\u306e\u3067\uff0c\u6d3b\u7528\u3059\u308b\u4fa1\u5024\u306f\u3042\u308b\u3068\u601d\u3044\u307e\u3059\uff0e<br \/>\n<\/span><\/p>\n<h1><span style=\"color: #33cccc\">\u25a0 <\/span>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306b\u3064\u3044\u3066<\/h1>\n<p><span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span><span style=\"color: #5588b3\">R\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u306f\uff0c<\/span><span style=\"color: #990099\">\u5148\u306bR\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff0eR\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\uff0c\u30d1\u30c3\u30b1\u30fc\u30b8\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3042\u308bR\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u8ffd\u52a0\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span><span style=\"color: #5588b3\">\u3057\u307e\u3059\uff0e<br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span><\/span><span style=\"color: #990099\">\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u4f7f\u7528\u3057\u305f\u3044<\/span><span style=\"color: #5588b3\">\u306e\u3067\u3042\u308c\u3070\uff0c\u5168\u304f<\/span><span style=\"color: #990099\">\u5225\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u4f5c\u696d<\/span><span style=\"color: #5588b3\">\u3068\u306a\u308a\u307e\u3059\u306e\u3067\uff0c<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/ishiyaku\/Chap7.html#%E6%94%B9%E5%A4%89R%E3%82%B3%E3%83%9E%E3%83%B3%E3%83%80%E3%83%BC\">\u4ee5\u4e0b\u3092\u53c2\u7167<\/a>\u3057\u3066\u304f\u3060\u3055\u3044\uff0e\u3057\u304b\u3057\uff0c<\/span><span style=\"color: #990099\">\u57fa\u76e4\u3068\u306a\u308bR\u306f\uff08\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u304c\uff09\u5171\u901a\u3067\u3059\u306e\u3067\uff0c\u8a08\u7b97\u306e\u7cbe\u5ea6\u304c\u52a3\u308b\u3068\u304b\uff0c\u9593\u9055\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093<\/span><span style=\"color: #5588b3\">\uff0e<br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span><span style=\"color: #990099\">R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u4f7f\u7528\u306f\u521d\u3081\u3066\u3067\uff0c\u4e0b\u8a18\u3092\u898b\u308b\u9650\u308a\u72ec\u529b\u3067\u306f\u3067\u304d\u305d\u3046\u306b\u306a\u3044\u3068\u304d\u306f\uff0c\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u304c\u4fbf\u5229\u3067\u3059\uff0e<\/span><br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000\u672c\u66f8\u3067\u3082\u4f5c\u696d\u624b\u9806\u306f\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u304c\uff0c\u30db\u30fc\u30e0\u30da\u30fc\u30b8\uff08HP\uff09\u30ea\u30f3\u30af\u7b49\u306e\u53c2\u7167\u304c\u4fbf\u5229\u306a\u306e\u3067\uff0cWEB\u3092\u5229\u7528\u3057\u3066\u89e3\u8aac\u3057\u307e\u3059\uff0e<\/span><\/span><\/p>\n<h2><span style=\"color: #99cc00\">\u25a0 <\/span><span style=\"color: #333333\">R\u3068R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span><span style=\"color: #333333\">\uff08\u57fa\u672c\u7684\u306a\u89e3\u6790\u3060\u3051\u3067\u3088\u3044\u5834\u5408\uff1bWindows\uff06MacOS\u5bfe\u5fdc\uff09<\/span><\/h2>\n<p><span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span><span style=\"color: #5588b3\">\u7169\u96d1\u306b\u898b\u3048\u307e\u3059\u304c\uff0c<\/span><span style=\"color: #990099\">\u9806\u3092\u8ffd\u3063\u3066\u4f5c\u696d\u3059\u308c\u3070\u78ba\u5b9f\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059<\/span><span style=\"color: #5588b3\">\uff0e<\/span><\/p>\n<h3><span style=\"color: #333333\">\u2460\u307e\u305a\u306fR\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08Windows\uff06MacOS\u5bfe\u5fdc\uff09<\/span><\/h3>\n<p><span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span><span style=\"color: #5588b3\">\u307e\u305a\uff0cCRAN\u306e<a href=\"https:\/\/cran.r-project.org\/\" target=\"_blank\" rel=\"noopener\">R\u914d\u5e03\u30da\u30fc\u30b8<\/a>\u306b\u884c\u304d\u307e\u3059\uff0e<\/span><br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span><span style=\"color: #5588b3\">Windows OS\u304b\uff0cMacOS\u3092\u9078\u3073\u307e\u3059\uff0e<br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span>\u3082\u3057\uff0c<\/span><span style=\"color: #990099\">Windows\u306a\u3089\u300cbase\u300d\u3068\u3044\u3046\u3068\u3053\u308d\u3092\u307f\u3064\u3051\u3066\u30af\u30ea\u30c3\u30af<\/span><span style=\"color: #5588b3\">\u3057\uff0c\u3055\u3089\u306b<\/span><span style=\"color: #990099\">\u300cDownload R \u3007\uff0e\u3007\uff0e\u3007 for Windows\u300d\u3092\u30af\u30ea\u30c3\u30af<\/span><span style=\"color: #5588b3\">\uff08<\/span><span style=\"color: #990099\">\u3007\u306f\u6570\u5b57<\/span><span style=\"color: #5588b3\">\u304c\u8a72\u5f53\u3057\u307e\u3059\uff0e<\/span><span style=\"color: #990099\">\u983b\u7e41\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3059\u308b\u306e\u3067\u6570\u5b57\u306f\u968f\u6642\u5909\u308f\u308a\u307e\u3059<\/span><span style=\"color: #5588b3\">\u304c\u6c17\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff09\u3059\u308b\u3068\uff0c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d5\u30a1\u30a4\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304c\u59cb\u307e\u308a\u307e\u3059\uff0e<br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000\u3082\u3057<\/span><\/span><span style=\"color: #990099\"><span style=\"color: #2d73ac\">Mac\u3067\u3042\u308c\u3070\uff0c<\/span>R-\u3007.\u3007.\u3007.pkg\u306e\u3088\u3046\u306a\u3068\u3053\u308d\u3092\u898b\u3064\u3051\u3066\u30af\u30ea\u30c3\u30af<\/span><span style=\"color: #5588b3\">\u3059\u308b\u3068\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304c\u59cb\u307e\u308a\u307e\u3059\uff0e<br \/>\n<span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span><span style=\"color: #990099\">Windows\u306a\u3089\uff0c\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30d6\u30eb\u30af\u30ea\u30c3\u30af\u3059\u308c\u3070\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span><span style=\"color: #5588b3\">\u304c\u59cb\u307e\u308a\u307e\u3059\uff0e\u57fa\u672c\u7684\u306b\u306f<\/span><span style=\"color: #990099\">\u4f55\u3082\u8003\u3048\u305a\u306b\uff0c\u3059\u3079\u3066\u300c\u306f\u3044\u300d\u300c\u6b21\u3078\u300d\u306a\u3069\u3092\u30af\u30ea\u30c3\u30af\u3057\u7d9a\u3051\u308c\u3070\uff0c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u7d42\u4e86<\/span><span style=\"color: #5588b3\">\u3057\u307e\u3059\uff0e<br \/>\n<span style=\"color: #4760c0\">\u25a0<\/span>\u3000<\/span><span style=\"color: #990099\">Mac OS\u3082\u540c\u69d8<\/span><span style=\"color: #5588b3\">\u306b\u884c\u3048\u307e\u3059\u304c\uff0c\u3072\u3068\u624b\u9593\u304b\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff0e<\/span><span style=\"color: #990099\"><u>\u300cXQuartz\u300d\u3068\u3044\u3046\u30bd\u30d5\u30c8\u3082\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059<\/u><\/span><span style=\"color: #5588b3\">\uff0eXQuartz\u306f<a href=\"https:\/\/www.xquartz.org\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.xquartz.org\/<\/a>\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u53ef\u80fd\u3067\u3059\u306e\u3067\uff0c\u3053\u308c\u3082\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\n\u25a0\u3000<\/span><span style=\"color: #990099\">\u4f55\u3082\u8003\u3048\u305a\u306b\uff0c\u3059\u3079\u3066\u300c\u306f\u3044\u300d\u300c\u7d9a\u3051\u308b\u300d\u306a\u3069\u3092\u30af\u30ea\u30c3\u30af\u3057\u7d9a\u3051\u308c\u3070\uff0c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u7d42\u4e86<\/span><span style=\"color: #5588b3\">\u3057\u307e\u3059\uff0e<br \/>\nR\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u4f5c\u696d\u306f\uff0c<a href=\"http:\/\/sgn.sakura.ne.jp\/R\/Rinstall.html\" target=\"_blank\" rel=\"noopener\">\u3053\u3061\u3089<\/a>\u3084\uff0c<a href=\"https:\/\/syunsuke.github.io\/r_install_guide_for_beginners\/03_installation_of_R.html\" 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<br \/>\n<span style=\"color: #2d73ac\"><span style=\"color: #4760c0\">\u25a0<\/span>\u3000\u4ee5\u4e0a\u3067R\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u5b8c\u4e86\u3067\u3059\uff0e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5b8c\u6210\u3057\u305f<\/span><span style=\"color: #990099\">R\u306e\u30a2\u30a4\u30b3\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u8d77\u52d5<\/span><span style=\"color: #2d73ac\">\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff0e<\/span><\/span><\/p>\n<h3><span style=\"color: #333333\">\u2461\u3064\u304e\u306bR\u30b3\u30de\u30f3\u30c0\u30fc\uff08\u30d1\u30c3\u30b1\u30fc\u30b8\uff09\u306e\u8ffd\u52a0\uff08Windows\uff06MacOS\u5bfe\u5fdc\uff09<\/span><\/h3>\n<p><span style=\"color: #5588b3\"><span style=\"color: #2d73ac\">\u25a0\u3000R\u306bR\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u8ffd\u52a0\u3057\u307e\u3059\uff0e<\/span>Windows\u3067\u3082Mac\u3067\u3082\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff0e<\/span><span style=\"color: #990099\">\u30d1\u30bd\u30b3\u30f3\u306f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u63a5\u7d9a\u3055\u308c\u3066\u3044\u308b\u5fc5\u8981<\/span><span style=\"color: #5588b3\">\u304c\u3042\u308a\u307e\u3059\uff0e<\/span><br \/>\n<b><\/b><\/p>\n<h4><b>\u25cfWindows\u306e\u5834\u5408<\/b><\/h4>\n<p><span style=\"color: #5588b3\"><span style=\"color: #2d73ac\">\u25a0\u3000\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305fR\u3092\u8d77\u52d5\u3057\u307e\u3059\uff0e<br \/>\n<\/span><span style=\"color: #ff0000\">\u65b9\u6cd5\u2460<\/span><span style=\"color: #2d73ac\"><br \/>\n\u25a0<span style=\"color: #990099\">\u3000R\u306e\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8<\/span>\uff08\u8d64\u5b57\u306e[<span style=\"color: #ff0000\">\uff1e\uff5c<\/span>]\uff09\u306e\u3068\u3053\u308d\u306b<br \/>\n<span style=\"color: #990099\">\u3000install.packages(&#8220;Rcmdr&#8221;)<br \/>\n\u3092\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8<\/span>\u3057\u3066\uff0center\u30ad\u30fc\u3092\u62bc\u3057\u3066\u3057\u3066\u304f\u3060\u3055\u3044\uff0e\u4f55\u304b\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u304c\u51fa\u73fe\u3059\u308b\u306e\u3067[OK]\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n<span style=\"color: #ff0000\">\u65b9\u6cd5\u2461<\/span><br \/>\n\u25a0\u3000\u4e0a\u30e1\u30cb\u30e5\u30fc\u306e[\u30d1\u30c3\u30b1\u30fc\u30b8]\u304b\u3089[\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb]\u3092\u9078\u3073\u307e\u3059\uff0e<br \/>\n\u25a0\u3000[Secure CRAN mirros]\u306e\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u3067\uff0c[Japan\uff08Tokyo\uff09]\u3092\u9078\u3093\u3067[OK]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e\u4e00\u756a\u4e0a\u306e[ 0-Cloud[https] ]\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\uff0e<br \/>\n\u25a0\u3000[Packages]\u306e\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u304b\u3089\uff0c\u4e0b\u306b\u30b9\u30af\u30ed\u30fc\u30eb\u3057\u3066\u3044\u304d\uff0c[Rcmdr]\u3092\u63a2\u3057\u3066\u9078\u3073\uff0c[OK]<\/span>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u59cb\u307e\u308a\u307e\u3059\uff0e[\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<\/span><span style=\"color: #ff0000\">\u65b9\u6cd5\u2460\uff06\u65b9\u6cd5\u2461\u306e\u7d9a\u304d<\/span><br \/>\n<span style=\"color: #5588b3\"><span style=\"color: #2d73ac\">\u25a0\u3000\u30b3\u30de\u30f3\u30c9\u304c\u52dd\u624b\u306b\u5165\u529b\u3055\u308c\u3066\u3044\u304d\u307e\u3059\u306e\u3067\uff0c\u52d5\u4f5c\u304c\u7d42\u308f\u308b\u307e\u3067\uff08\u00a0<\/span><span style=\"color: #ff0000\">\uff1e<\/span><span style=\"color: #2d73ac\">\u00a0\u306e\u5f85\u6a5f\u72b6\u614b\u306b\u306a\u308b\u307e\u3067\uff09\u64cd\u4f5c\u305b\u305a\u306b\u7f6e\u3044\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\n\u25a0\u3000\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\uff08\u8d64\u5b57\u306e[<\/span><span style=\"color: #ff0000\">\uff1e\uff5c<\/span><span style=\"color: #2d73ac\">]\uff09\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304b\u3089\uff0c\u534a\u89d2\u3067<br \/>\n<\/span><span style=\"color: #cc00cc\">library(Rcmdr)<\/span><span style=\"color: #2d73ac\"><br \/>\n\uff08<\/span><span style=\"color: #cc00cc\">\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><span style=\"color: #2d73ac\">\uff09<br \/>\n\u3068\u5165\u529b\u3057\u307e\u3059\uff0e\u5165\u529b\u5f8c\uff0cEnter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\uff0e<br \/>\n\u25a0\u3000[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\u25a0\u3000[\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\u25a0\u3000\u307e\u305f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u59cb\u307e\u308a\u307e\u3059\u306e\u3067\uff0c\u5c11\u3057\u5f85\u3061\u307e\u3059\uff0eR\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\uff0e<br \/>\n\u25a0\u3000<span style=\"color: #cc00cc\">R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u7d42\u4e86\u6642\u306b\u306f\uff0c[R Console]\u306e\u53f3\u4e0a\u00d7\u3067\u7d42\u4e86\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/span><br \/>\n\u25a0\u3000\u4ee5\u964d\u306eR\u30b3\u30de\u30f3\u30c0\u30fc\u306f\uff0c<\/span><span style=\"color: #cc00cc\">\u6bce\u56de\uff0cR\u3092\u8d77\u52d5\u3057\u3066\u304b\u3089\uff0c<br \/>\n<\/span>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\uff08\u8d64\u5b57\u306e[<\/span><span style=\"color: #ff0000\">\uff1e\uff5c<\/span><span style=\"color: #5588b3\">]\uff09\u3092\u30af\u30ea\u30c3\u30af\u3057\uff0c\u534a\u89d2\u3067<br \/>\n<\/span><span style=\"color: #cc00cc\">library(Rcmdr)<\/span><span style=\"color: #5588b3\"><br \/>\n\uff08\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\uff09<br \/>\n\u3068\u5165\u529b\u3057\uff0cEnter\u30ad\u30fc\u3092\u62bc\u3057\u3066\u8d77\u52d5\u3057\u307e\u3059\uff0e<\/span><\/p>\n<h4><b>\u25cfMac\u306e\u5834\u5408<\/b><\/h4>\n<p><span style=\"color: #5588b3\"><span style=\"color: #2d73ac\">\u25a0\u3000\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305fR\u3092\u8d77\u52d5\u3057\u307e\u3059\uff0e<br \/>\n<span style=\"color: #ff0000\">\u65b9\u6cd5\u2460<\/span><br \/>\n\u25a0<span style=\"color: #990099\">\u3000R\u306e\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8<\/span>\uff08\u8d64\u5b57\u306e[<span style=\"color: #ff0000\">\uff1e\uff5c<\/span>]\uff09\u306e\u3068\u3053\u308d\u306b<br \/>\n<span style=\"color: #990099\">\u3000install.packages(&#8220;Rcmdr&#8221;)<br \/>\n\u3092\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8<\/span>\u3057\u3066\uff0center\u30ad\u30fc\u3092\u62bc\u3057\u3066\u3057\u3066\u304f\u3060\u3055\u3044\uff0e\u4f55\u304b\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u304c\u51fa\u73fe\u3059\u308b\u306e\u3067[OK]\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n<span style=\"color: #ff0000\">\u65b9\u6cd5\u2461<\/span><br \/>\n\u25a0\u3000R\u30e1\u30cb\u30e5\u30fc\u306e[\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u30c7\u30fc\u30bf]\u304b\u3089[\u30d1\u30c3\u30b1\u30fc\u30b8\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc]\u3092\u9078\u3073\u307e\u3059\uff0e<br \/>\n\u25a0\u3000[R\u30d1\u30c3\u30b1\u30fc\u30b8\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc]\u306e\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u3067\uff0c\u691c\u7d22\u90e8\u5206\u306b[Rcmdr]\u3068\u534a\u89d2\u3067\u5165\u529b\u3057\u3066\uff08<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/ishiyaku\/fig1.png\" target=\"_blank\" rel=\"noopener\">\u53c2\u7167<\/a>\uff09\uff0cEnter\u30ad\u30fc\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n\u25a0\u3000[Secure CRAN mirros]\u306e\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\uff08<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/ishiyaku\/fig2.png\" target=\"_blank\" rel=\"noopener\">\u53c2\u7167<\/a>\uff09\u3067\uff0c[Japan\uff08Tokyo\uff09]\u3092\u9078\u3093\u3067[OK]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e\u4e00\u756a\u4e0a\u306e[ 0-Cloud[https] ]\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\uff0e<br \/>\n\u25a0\u3000Rcmdr\u3067\u59cb\u307e\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4e00\u89a7\u304c\u73fe\u308c\u307e\u3059\uff0e[Rcmdr]\u3092\u9078\u629e\u3057\uff0c\u53f3\u4e0b\u306b\u3042\u308b[\u4f9d\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u3082\u542b\u3081\u308b]\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u307e\u3059\uff08<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/ishiyaku\/fig3.png\" target=\"_blank\" rel=\"noopener\">\u53c2\u7167<\/a>\uff09\uff0e\u305d\u306e\u5f8c\uff0c[\u9078\u629e\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb]\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n<span style=\"color: #ff0000\">\u65b9\u6cd5\u2460\uff06\u65b9\u6cd5\u2461\u306e\u7d9a\u304d<\/span><br \/>\n\u25a0\u3000\u305d\u306e\u5f8c\uff0c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u59cb\u307e\u308a\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u304c\u52dd\u624b\u306b\u8d77\u52d5\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\uff0e\u8b66\u544a\uff08<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/ishiyaku\/fig4.png\" target=\"_blank\" rel=\"noopener\">\u53c2\u7167<\/a>\uff09\u304c\u51fa\u305f\u3089\uff0c[\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb]\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\n\u25a0\u3000\u6b21\u56de\u4ee5\u964d\u306eR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u8d77\u52d5\u306f\uff0cWindows \u3068\u540c\u69d8\u306b\u6bce\u56de\uff0c\u307e\u305aR\u3092\u8d77\u52d5\u3057\u3066\uff0c\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\uff08\u8d64\u5b57\u306e[<\/span><span style=\"color: #ff0000\">\uff1e\uff5c<\/span><span style=\"color: #2d73ac\">]\uff09\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304b\u3089\uff0c\u534a\u89d2\u3067<br \/>\n<\/span><span style=\"color: #cc00cc\">library(Rcmdr)<\/span><span style=\"color: #2d73ac\"><br \/>\n\uff08<\/span><span style=\"color: #cc00cc\">\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><span style=\"color: #2d73ac\">\uff09<br \/>\n\u3068\u5165\u529b\u3057\u307e\u3059\uff0e\u5165\u529b\u5f8c\uff0cEnter\u30ad\u30fc\u3092\u62bc\u3057\u3066\u8d77\u52d5\u3057\u307e\u3059\uff0e<br \/>\n<\/span><\/span><\/p>\n<h1><span style=\"color: #33cccc\">\u25a0 <\/span><span style=\"color: #990099\">\u6539\u5909<\/span>R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08\u69d8\u3005\u306a\u89e3\u6790\u3092\u884c\u3044\u305f\u3044\u5834\u5408\uff09<\/h1>\n<h2><span style=\"color: #99cc00\">\u25a0 <\/span><span style=\"color: #000000\"><b>Windows\u306e\u5834\u5408<\/b><\/span><\/h2>\n<p><span style=\"color: #5588b3\"><span style=\"color: #2d73ac\"><br \/>\n\u25a0\u3000<\/span><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\u4e2d\u307b\u3069\u306b\u3042\u308b\u300c<\/span><span id=\"Windows\">Windows\u7248\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/span><span style=\"color: #5588b3\">\u300d\u30d5\u30a1\u30a4\u30eb(MyProgram\u3007\u3007.exe)\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\uff0e\uff08\u3007\u306f\u6570\u5b57\uff09<br \/>\n<span style=\"color: #2d73ac\">\u25a0\u3000<\/span>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305fEXE\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30d6\u30eb\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\uff0e\u89e3\u51cd\u5148\u3092\u6c7a\u3081\u3066\uff0c[\u89e3\u51cd]\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n<span style=\"color: #2d73ac\">\u25a0\u3000<\/span>\u89e3\u51cd\u304c\u59cb\u307e\u308a\u307e\u3059\u306e\u3067\uff0c\u305d\u306e\u307e\u307e\u5f85\u3063\u3066\u304f\u3060\u3055\u3044\uff0e\u53ef\u80fd\u306a\u3089\uff0c\u89e3\u51cd\u304c\u7d42\u308f\u308b\u307e\u3067\u4ed6\u306e\u30d1\u30bd\u30b3\u30f3\u306e\u4f5c\u696d\u306f\u884c\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff0810\u5206\u3050\u3089\u3044\u306f\u304b\u304b\u308a\u307e\u3059\uff09\uff0e<br \/>\n<span style=\"color: #2d73ac\">\u25a0\u3000<\/span>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08\u89e3\u51cd\uff09\u5148\u306b\uff0c\\MyProgram\u25cb\u25cb\u306e\u3088\u3046\u306a\u30d5\u30a9\u30eb\u30c0\uff08\u3007\u306f\u6570\u5b57\uff09\u304c\u3067\u304d\u307e\u3059\uff0e<br \/>\n<span style=\"color: #2d73ac\">\u25a0\u3000<\/span>MyProgram\u25cb\u25cb\u30d5\u30a9\u30eb\u30c0\u5185\u306ebin\u30d5\u30a9\u30eb\u30c0\u2192x64\u30d5\u30a9\u30eb\u30c0\u5185\u306eRgui.exe\u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u3092\u898b\u3064\u3051\u307e\u3059\uff0e<br \/>\n<span style=\"color: #2d73ac\">\u25a0\u3000<\/span>\u305d\u306e\uff0cRgui.exe\u30d5\u30a1\u30a4\u30eb\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3066\uff0c[\u9001\u308b]\u2192[\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\uff08\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u4f5c\u6210\uff09]\u3092\u9078\u629e\u3059\u308c\u3070\uff0c\u30c7\u30a3\u30b9\u30af\u30c8\u30c3\u30d7\u306b\u8d77\u52d5\u7528\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u304c\u3067\u304d\u307e\u3059\uff0e<br \/>\n<span style=\"color: #2d73ac\">\u25a0\u3000<\/span>\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u8d77\u52d5\u306f\u30c7\u30a3\u30b9\u30af\u30c8\u30c3\u30d7\u306b\u3042\u308b\uff0c\u305d\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u30a2\u30a4\u30b3\u30f3\u3092\u30c0\u30d6\u30eb\u30af\u30ea\u30c3\u30af\u3059\u308c\u3070\u8d77\u52d5\u3057\u307e\u3059\uff081\uff5e2\u5206\u304b\u304b\u308b\u3068\u304d\u304c\u3042\u308a\u307e\u3059\uff09\uff0e<\/span><\/p>\n<h2><span style=\"color: #99cc00\">\u25a0 <\/span><b>Mac\u306e\u5834\u5408<\/b><\/h2>\n<p><b><br \/>\n<\/b><span style=\"color: #5588b3\"><span style=\"color: #2d73ac\">\u25a0\u3000<\/span><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/r\/\" target=\"_blank\" rel=\"noopener\">\u3053\u3061\u3089<\/a>\u304b\u3089\uff0c\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u89e3\u51cd\u3059\u308c\u3070MS\u30d1\u30ef\u30fc\u30dd\u30a4\u30f3\u30c8\u306e\u30d5\u30a1\u30a4\u30eb\uff08\u3082\u3057\u304f\u306fpdf\u30d5\u30a1\u30a4\u30eb\uff09\u304c\u3042\u308a\u307e\u3059\uff0e\u305d\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u5185\u5bb9\u306b\u5f93\u3063\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u9032\u3081\u3066\u304f\u3060\u3055\u3044\uff0e<\/span><\/p>\n<div align=\"right\"><\/div>\n<h1><span style=\"color: #33cccc\">\u25a0 <\/span>\u4f8b\u984c\u30c7\u30fc\u30bf\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h1>\n<div class=\"c_img_left\"><\/div>\n<p>\u7b2c7\u7ae0\u306e\u30c7\u30fc\u30bf\u306f\u4ee5\u4e0b\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\n<a href=\"https:\/\/1drv.ms\/x\/s!AmEkMOEeM9qfhfNBri0npIhxG_-zYQ?e=iTjLSI\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><br \/>\n\u89e3\u6790\u306b\u3064\u3044\u3066\u306f\uff0c\u7b2c10\u7ae0\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\uff0e<\/p>\n<h1><span style=\"color: #33cccc\">\u25a0 <\/span>\u304a\u308f\u308a\u306b<\/h1>\n<div class=\"c_img_left\"><\/div>\n<p>\u4ee5\u4e0a\u3067\uff0cR\u307e\u305f\u306fR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u4f5c\u696d\u306f\u7d42\u4e86\u3067\u3059\uff0e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u306e<a href=\"https:\/\/www.youtube.com\/watch?v=J1Q6j2wNbsA\" target=\"_blank\" rel=\"noopener\">\u52d5\u753b<\/a>\u3082\u3042\u308a\u307e\u3059\uff0e<\/p>\n<p><span lang=\"JA\" style=\"color: #800000;font-family: \uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u25a0 R\u3068R\u30b3\u30de\u30f3\u30c0\u30fc\uff0c\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u306b\u3064\u3044\u3066 \u25a0\u3000R\u30b3\u30de\u30f3\u30c0\u30fc\u306fR\u3092\u57fa\u76e4\u3068\u3057\u305f\u7d71\u8a08\u89e3\u6790\u30c4\u30fc\u30eb\u3067\u3059\uff0e \u25a0\u3000R\u307e\u305f\u306fR\u8a00\u8a9e\u3068\u306f\uff0c\u69d8\u3005\u306a\u6570\u7406\u7684\u89e3\u6790\u3092\u53ef\u80fd\u3068\u3057\u305f\u958b\u767a\u8a00\u8a9e\u3067\uff0c\u305d\u306e\u64cd\u4f5c\u306b\u306f\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3092\u5229\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff0e\u5f93\u2026 <span class=\"read-more\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/ishiyaku\/chap7\/\">\u7d9a\u304d\u3092\u8aad\u3080 &raquo;<\/a><\/span><\/p>\n","protected":false},"author":200,"featured_media":0,"parent":340,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-346","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/pages\/346","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=346"}],"version-history":[{"count":6,"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/pages\/346\/revisions"}],"predecessor-version":[{"id":361,"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/pages\/346\/revisions\/361"}],"up":[{"embeddable":true,"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/pages\/340"}],"wp:attachment":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-json\/wp\/v2\/media?parent=346"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}