{"id":274,"date":"2024-03-21T12:33:09","date_gmt":"2024-03-21T03:33:09","guid":{"rendered":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/?page_id=274"},"modified":"2024-03-23T17:04:33","modified_gmt":"2024-03-23T08:04:33","slug":"matome","status":"publish","type":"page","link":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/matome\/","title":{"rendered":"01 \u307e\u3068\u3081\u3066\u5bfe\u51e6"},"content":{"rendered":"<h1>\u30b3\u30de\u30f3\u30c9\u4e00\u5f0f\u306e\u307e\u3068\u3081<\/h1>\n<p>\u3053\u3053\u3067\u306f\uff0c\u672c\u66f8\u3067\u7d39\u4ecb\u3059\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\uff0c\u30b3\u30de\u30f3\u30c9\u3092\u307e\u3068\u3081\u3066\u304a\u304d\u307e\u3057\u305f\uff08<span style=\"color: #3471cb\">\u7b2c15\u7ae0\u306eANOVA\u541b\u306f\u5165\u3063\u3066\u307e\u305b\u3093<\/span>\uff09\uff0e<\/p>\n<p><strong><span style=\"color: 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rel=\"noopener\">\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc<\/a>\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\uff0e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u306f\uff0c\u300cR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u5225\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\uff08\u4e0b\u8ff0\uff09\u300d\u306b\u6cbf\u3063\u3066\u884c\u3044\u307e\u3059\uff0e\u305d\u308c\u306b\u3088\u3063\u3066\uff0c<span style=\"color: #ff0000\">\u5168\u3066\u306e\u8a2d\u5b9a\u306f\u81ea\u52d5\u306b\u5b8c\u4e86<\/span>\u3057\u307e\u3059\uff0e<br \/>\n\u672c\u66f8\u306e\u3088\u3046\u306a\uff0c<span style=\"color: #ff0000\">\u9762\u5012\u306a\u30b3\u30de\u30f3\u30c9\u5165\u529b\u306f\u4e00\u5207\u4e0d\u8981<\/span>\u306b\u306a\u308a\u307e\u3059\uff0e\u5168\u304f\u306e\u521d\u5fc3\u8005\u3067\uff0c\u624b\u3063\u53d6\u308a\u65e9\u304f\uff0c\u307e\u305a\u306fR\u3092\u52d5\u304b\u3057\u3066\u307f\u305f\u3044\u3068\u3044\u3046\u4eba\u5411\u3051\u3067\u3059\uff0e<br 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#3471cb\">R\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304d\u307e\u3059<\/span>\uff0e<a href=\"https:\/\/cran.r-project.org\/\" target=\"_blank\" rel=\"noopener\">\u3053\u3061\u3089<\/a>\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\uff0c\u5b9f\u884c\u3057\u307e\u3059\uff0e\u672c\u66f8\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\uff0eMacOS\u306e\u5834\u5408\uff0c\u672c\u66f8\u3067\u8aac\u660e\u3057\u3066\u304a\u308a\u307e\u305b\u3093\u304c\uff0c<a href=\"http:\/\/rcommanderdeigakutoukeikaiseki.com\/support_install_mac.html\" target=\"_blank\" rel=\"noopener\">\u53c2\u8003\u3068\u306a\u308bweb<\/a>\u306f\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\uff0e<br 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#3571b3\">\u5fc5\u305a<\/span>\u884c\u3063\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<h2>\u524d\u6e96\u5099\u2462\u3000\u518d\u3073R\u3092\u8d77\u52d5<\/h2>\n<p>\u2460\u2461\u304c\u7d42\u308f\u3063\u305f\u3089\u518d\u5ea6R\u3092\u8d77\u52d5\u3057\u307e\u3059\uff0e<br \/>\n\u306f\u3058\u3081\u306b\uff0c<a href=\"http:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/ex.pdf\" target=\"_blank\" rel=\"noopener\">Rgui\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u753b\u9762\u3068\u540d\u79f0\u306e\u7c21\u5358\u306a\u8aac\u660e<\/a>\u3092\u898b\u3066\uff0c\u7528\u8a9e\u306e\u78ba\u8a8d\u3092\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<h2>R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff1aRGui\u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u306b\u5165\u529b<\/h2>\n<p>\u4e0a\u8a18\u306e\u624b\u9806\u3067<span style=\"color: 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\/>\n\u5168\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u305f\u3081\u306e\u30b3\u30de\u30f3\u30c9\u306f\uff0c<span style=\"color: #ff0000\">RGui\uff08\u3082\u3057\u304f\u306fRconsole\u3068\u3044\u3046\u753b\u9762\uff09\u306e\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8 \uff1e\uff5c\u00a0<\/span>\u306e\u3068\u3053\u308d\uff08<a href=\"http:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/command.jpg\" target=\"_blank\" rel=\"noopener\">\u56f3<\/a>\uff09\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u70b9\u6ec5\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\uff0c\u4ee5\u4e0b\u306e<span style=\"color: #3571b3\">\u8d64\u5b57\u30b3\u30de\u30f3\u30c9\u3092\u5168\u3066\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8<\/span>\u3057\u3066\u4e0b\u3055\u3044\uff0e<br \/>\n\u203b\u4ee5\u4e0b\uff0c\u8d64\u5b57\u306e\u5165\u529b\u306f<a href=\"https:\/\/1drv.ms\/t\/s!AmEkMOEeM9qfhfM8F8HMGTjHce8LGg?e=kD7vGZ\" target=\"_blank\" rel=\"noopener\">\u3053\u3061\u3089\u306e\u30d5\u30a1\u30a4\u30eb<\/a>\u304b\u3089\u3082\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u53ef\u80fd\u3067\u3059\uff0e\u5185\u5bb9\u3092\u5168\u3066\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3057\u3066\u4e0b\u3055\u3044\uff0e<br \/>\n<b>\u300aR4.0.4\u4ee5\u524d\u300b<\/b><br \/>\n<span style=\"color: #ff0000\">install.packages(&#8220;Rcmdr&#8221;)<\/span><br \/>\n<span style=\"color: #ff0000\">install.packages(&#8220;lmerTest&#8221;)<br \/>\ninstall.packages(&#8220;coin&#8221;)<br \/>\ninstall.packages(&#8220;agricolae&#8221;)<br \/>\n<\/span><span style=\"color: #0000ff\">install.packages(&#8220;userfriendlyscience&#8221;)<\/span><span style=\"color: #ff0000\"><br \/>\ninstall.packages(&#8220;NSM3&#8221;)<br \/>\ninstall.packages(&#8220;vcd&#8221;)<br \/>\ninstall.packages(&#8220;ResourceSelection&#8221;)<\/span><\/p>\n<p><b>\u300aR4.0.5\u4ee5\u5f8c\u300b<\/b><br \/>\n<span style=\"color: #ff0000\">install.packages(&#8220;Rcmdr&#8221;)<\/span><br \/>\n<span style=\"color: #ff0000\">install.packages(&#8220;lmerTest&#8221;)<br \/>\ninstall.packages(&#8220;coin&#8221;)<br \/>\ninstall.packages(&#8220;agricolae&#8221;)<br \/>\n<\/span><span style=\"color: #0000ff\">install.packages(&#8220;rosetta&#8221;)<\/span><span style=\"color: #ff0000\"><br \/>\ninstall.packages(&#8220;NSM3&#8221;)<br \/>\ninstall.packages(&#8220;vcd&#8221;)<br \/>\ninstall.packages(&#8220;ResourceSelection&#8221;)<\/span><\/p>\n<p><b>\u203b\u30c6\u30ad\u30b9\u30c8\u3067\u306f\u4e0a\u90e8\u306e\u8aac\u660e\uff0cR4.0.5\u4ee5\u964d\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u4e0b\u90e8\u3092\u5165\u529b\uff0e\u9752\u5b57\u304c\u7570\u306a\u308b\uff0e<\/b><\/p>\n<p>\u3092\u5165\u529b\u3057\u307e\u3059\uff0e<\/p>\n<p><span style=\"color: #3571b3\">[Secure CRAN mirrors]\u306e\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u304c\u51fa\u305f\u3068\u304d\u306f\uff0c\u305d\u306e\u307e\u307e\uff0c<\/span><span style=\"color: #ff0000\">OK\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af<\/span><span style=\"color: #3571b3\">\u3057\u3066\u304f\u3060\u3055\u3044<\/span>\uff0e<br \/>\n\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u59cb\u307e\u308a\u307e\u3059\uff0e\u6642\u9593\u304c\u304b\u304b\u308b\u306e\u3067\uff0c\u3057\u3070\u3089\u304f\u5f85\u3063\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\nRGui\u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u304c<span style=\"color: #ff0000\">\u3000\uff1e\uff5c\u3000<\/span>\u306e\u3088\u3046\u306b\u5f85\u6a5f\u72b6\u614b\u306b\u306a\u308c\u3070\u7d42\u4e86\u3067\u3059\uff0e<br \/>\n\u203b\u3082\u3057<br \/>\n<span style=\"color: #ff0000\">\u3000\uff1einstall.packages(&#8220;ResourceSelection&#8221;)\u3000<\/span><br \/>\n\u3067\u6b62\u307e\u3063\u3066\u3044\u308b\u3068\u304d\u306f\uff0c<span style=\"color: #3571b3\">\u3082\u3046\u4e00\u5ea6\uff0cEnter\u30ad\u30fc<\/span>\u3092\u62bc\u3057\u307e\u3059\uff08\u4f55\u5ea6\u62bc\u3057\u3066\u3082\u69cb\u3044\u307e\u305b\u3093\uff09\uff0e<br \/>\n\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\uff0c\u3000<span style=\"color: #ff0000\">&gt;\uff5c<\/span>\u3000\u3067\u7d42\u308f\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u4e0b\u3055\u3044\uff08<span style=\"color: #ff0000\">\uff1e<\/span>\u3068\u306a\u308b\u307e\u3067\uff0cEnter\uff09\uff0e<br \/>\n\u3053\u3053\u306e\u4f5c\u696d\u306f\uff0c<span style=\"color: #ff0000\">1\u56de\u884c\u3048\u3070\u3042\u3068\u306f\u4e0d\u8981<\/span>\u3067\u3059\uff0e<\/p>\n<h2>\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u547c\u3073\u51fa\u3057\uff08\u8d77\u52d5\uff09<\/h2>\n<p>\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08\u4e0a\u8a18\u4f5c\u696d\uff09\u3057\u3066\u3082\uff0c\u305d\u306e\u307e\u307e\u3060\u3068\u4f7f\u7528\u3067\u304d\u307e\u305b\u3093\uff0c\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8d77\u52d5\u3092\u3057\u306a\u3044\u3068\u306a\u3089\u306a\u3044\u306e\u3067\u3059\uff0e<\/p>\n<p>\u4e0a\u8a18\u5165\u529b\u4f5c\u696d\u306e\u7d42\u4e86\u5f8c\uff0c\u4ee5\u4e0b\u306e\u8d64\u5b57\u3092\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u306b\u5165\u529b\u3057\u3066\uff0c\u8d77\u52d5\u3057\u307e\u3059\uff0e<br \/>\nR4.0.4\u4ee5\u524d\u3068\uff0cR4.0.5\u4ee5\u964d\u3067\u306f\u7570\u306a\u308a\u307e\u3059\u306e\u3067\uff0c\u6ce8\u610f\u3057\u3066\u4e0b\u3055\u3044\uff0e<br \/>\n<b>\u300aR4.0.4\u4ee5\u524d\u300b<\/b><br \/>\n<span style=\"color: #ff0000\">library(&#8220;Rcmdr&#8221;)<\/span><br \/>\n<span style=\"color: #ff0000\">library(&#8220;lmerTest&#8221;)<br \/>\nlibrary(&#8220;coin&#8221;)<br \/>\nlibrary(&#8220;agricolae&#8221;)<br \/>\n<\/span><span style=\"color: #0000ff\">library(&#8220;userfriendlyscience&#8221;)<\/span><span style=\"color: #ff0000\"><br \/>\nlibrary(&#8220;NSM3&#8221;)<br \/>\nlibrary(&#8220;vcd&#8221;)<br \/>\nlibrary(&#8220;ResourceSelection&#8221;)<\/span><br \/>\n<b>\u300aR4.0.5\u4ee5\u5f8c\u300b<\/b><br \/>\n<span style=\"color: #ff0000\">library(&#8220;Rcmdr&#8221;)<\/span><br \/>\n<span style=\"color: #ff0000\">library(&#8220;lmerTest&#8221;)<br \/>\nlibrary(&#8220;coin&#8221;)<br \/>\nlibrary(&#8220;agricolae&#8221;)<br \/>\n<\/span><span style=\"color: #0000ff\">library(&#8220;rosetta&#8221;)<br \/>\n<\/span><span style=\"color: #ff0000\">li<\/span><span style=\"color: #ff0000\">brary(&#8220;NSM3&#8221;)<br \/>\nlibrary(&#8220;vcd&#8221;)<br \/>\nlibrary(&#8220;ResourceSelection&#8221;)<br \/>\n<\/span><br \/>\n\u8cbc\u308a\u4ed8\u3051\u5f8c\u306b\u8b66\u544a\u304c\u3067\u307e\u3059\uff0e\u305d\u306e\u969b\u306f\uff0c[OK]\u307e\u305f\u306f[Yes]\uff0c[\u306f\u3044]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n\u300c\u7121\u3044\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u300d\u306e\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u304c\u51fa\u308b\u306e\u3067\uff0c[OK]\u3092\u30af\u30ea\u30c3\u30af\uff0e<br \/>\n\u518d\u5ea6\uff0c<span style=\"color: #3571b3\">[Secure CRAN mirrors]\u306e\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u304c\u51fa\u305f\u3068\u304d\u306f\uff0c\u305d\u306e\u307e\u307e\uff0c<\/span><span style=\"color: #ff0000\">OK\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af<\/span><span style=\"color: #3571b3\">\u3057\u3066\u304f\u3060\u3055\u3044<\/span>\uff0e<br \/>\nRGui\u306e\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u304c<span style=\"color: #ff0000\">\u3000\uff1e\uff5c\u3000<\/span>\u306e\u3088\u3046\u306b<span style=\"color: #3571b3\">\u5f85\u6a5f\u72b6\u614b\u306b\u306a\u308c\u3070OK<\/span>\u3067\u3059\uff0eR\u30b3\u30de\u30f3\u30c0\u30fc\u3082\u8d77\u52d5\u3057\u307e\u3059\uff0e<br \/>\n\u7570\u5e38\u306a\u6642\u306f\uff0c\u518d\u5ea6\uff0c\u300cR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff1aRGui\u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u306b\u5165\u529b\u300d\u304b\u3089\u3084\u308a\u76f4\u3057\u3066\u4e0b\u3055\u3044\uff0e<\/p>\n<p>\u78ba\u8a8d\u304c\u7d42\u308f\u3063\u305f\u3089\uff0c<span style=\"color: #3571b3\">\u3044\u3063\u305f\u3093R\u3092RGui\u306e\u53f3\u4e0a\u00d7\u3067\u7d42\u4e86<\/span>\u3057\u3066\u304f\u3060\u3055\u3044\uff0e\uff0c\u300e<span style=\"color: #3571b3\">\u4f5c\u696d\u30b9\u30da\u30fc\u30b9\u3092\u4fdd\u5b58\u3057\u307e\u3059\u304b\uff1f<\/span>\u300f\u306e\u554f\u3044\u306b<span style=\"color: #3571b3\">\u5fc5\u305a[\u306f\u3044]\u3067\u7d42\u4e86<\/span>\u3057\u3066\u304f\u3060\u3055\u3044\uff0e\u4e00\u5ea6\uff0c\u3053\u306e\u4f5c\u696d\u3092\u884c\u3046\u3068\u3042\u3068\u306f\u4e0d\u8981\u306b\u306a\u308a\u307e\u3059\uff0e<br \/>\n\u3053\u3053\u306e\u4f5c\u696d\u306f\uff0c<span style=\"color: #ff0000\">\u8d77\u52d5\u306e\u305f\u3073\u306b\u5fc5\u8981<\/span>\u3068\u306a\u308a\u307e\u3059\uff0e\u3053\u3053\u306e<span style=\"color: #ff0000\">\u4f5c\u696d\u3092\u7701\u7565\u3057\u305f\u3044\u5834\u5408\u306f\uff0c\u6b21\u306e\u30a2\u30a4\u30b3\u30f3\u8a2d\u5b9a\u3092\u5909\u3048\u3066<\/span>\u304f\u3060\u3055\u3044\uff0e<\/p>\n<h1>R\u30b3\u30de\u30f3\u30c0\u30fc\u8d77\u52d5\u30a2\u30a4\u30b3\u30f3\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u8a2d\u5b9a<\/h1>\n<p align=\"left\">\u2460\u30c7\u30a3\u30b9\u30af\u30c8\u30c3\u30d7\u306b\u3042\u308bR\u8d77\u52d5\u306e\u30a2\u30a4\u30b3\u30f3\u3092\uff0c\u53f3\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n\u2461\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u9078\u3073\u307e\u3059\uff0e<br \/>\n\u2462[\u30ea\u30f3\u30af\u5148\uff08T\uff09]\u3092\u307f\u307e\u3059\uff0e&#8221;C:\\Program Files\\R\\R-x.x.x\uff5e\u306e\u3088\u3046\u306a\u30d1\u30b9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\uff0e\uff08x\u306f\u6570\u5b57\uff09<br \/>\n\u2463[\u30ea\u30f3\u30af\u5148\uff08T\uff09]\u306e\u30d1\u30b9\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\uff0c\u8a18\u8ff0\u306e\u4e00\u756a\u53f3\u307e\u3067\u30ab\u30fc\u30bd\u30eb\u3092\u79fb\u52d5\u3057\u307e\u3059\uff0e\u3000<span style=\"color: #ff0000\">&#8211;cd-to-userdocs<\/span>\u3000\u3068\u3044\u3063\u305f\u8a18\u8ff0\u304c\u3042\u308a\u307e\u3059\uff0e<br \/>\n\u2464<span style=\"color: #ff0000\">&#8211;cd-to-userdocs<\/span>\u3000\u3092\u3000<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/stat5\/link.txt\" target=\"_blank\" rel=\"noopener\">\u3053\u3053\u3092\u30af\u30ea\u30c3\u30af<\/a>\u3057\u3066\u8868\u793a\u3055\u308c\u305f\u5185\u5bb9\u3067<span style=\"color: #3571b3\">\u4e0a\u66f8\u304d<\/span>\u3057\u3066\u4e0b\u3055\u3044\uff0e<br \/>\n<span style=\"color: #3571b3\">\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3067\u4e0a\u66f8\u304d<\/span>\u3057\u3066\u4e0b\u3055\u3044\uff0e<br \/>\n\u2465\u8cbc\u308a\u4ed8\u3051\u5f8c\uff0cOK\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e\u300c\u3053\u308c\u3089\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3059\u308b\u306b\u306f\u2026\u300d\u3068\u51fa\u305f\u3089\uff0c[\u7d9a\u884c]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<\/p>\n<h1>\u4e0a\u8a18\u4f5c\u696d\u5f8c\u306e\u4fdd\u5b58<\/h1>\n<p align=\"left\">\u3000<span style=\"color: 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