{"id":331,"date":"2024-03-21T13:46:24","date_gmt":"2024-03-21T04:46:24","guid":{"rendered":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/?page_id=331"},"modified":"2026-01-10T12:51:58","modified_gmt":"2026-01-10T03:51:58","slug":"chap15","status":"publish","type":"page","link":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap15\/","title":{"rendered":"15 \u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790"},"content":{"rendered":"<h1><span style=\"color: #ff6600\">\u25a0<\/span> R\u30b3\u30de\u30f3\u30c0\u30fc\u3067\u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790<\/h1>\n<p><span style=\"color: #0000ff\">R\u30b3\u30de\u30f3\u30c0\u30fc\u3067\u306f\u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790\u306f\u884c\u3048\u307e\u305b\u3093<\/span>\uff082\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3068\u306f\u7570\u306a\u308a\u307e\u3059\uff09\uff0e<br \/>\n\u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790\u3092\u884c\u3046\u305f\u3081\u306b\u306f\uff0c\u65e2\u5b58\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3082\u3042\u308a\u307e\u3059\uff0e\u3057\u304b\u3057\u672c\u66f8\u3067\u306f\uff0c<span style=\"color: #0000ff\">\u4e95\u95a2\u9f8d\u592a\u6c0f\u304c\u7121\u6599\u914d\u5e03\u3057\u3066\u3044\u308b\uff0c<a href=\"https:\/\/riseki.cloudfree.jp\/?ANOVA%E5%90%9B\" target=\"_blank\" rel=\"noopener\">anovakun\uff08ANOVA\u541b\uff09<\/a>\u3068\u3044\u3046\u95a2\u6570\uff08\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u306f\u306a\u3044\uff09\u3092\u6d3b\u7528<\/span>\u3057\u307e\u3059\uff0e<br \/>\n\u6e96\u5099\u304c\u591a\u5c11\u9762\u5012\u306a\u306e\u3067\u3059\u304c\uff0c\u3044\u3061\u3069\u8a2d\u5b9a\u3057\u3066\u3057\u307e\u3048\u3070\uff0c\u3042\u3068\u306f\u4f5c\u696d\u304c\u7c21\u5358\u3067\u3059\u306e\u3067\uff0c\u305c\u3072\u8a2d\u5b9a\u3057\u3066\u307f\u3066\u4e0b\u3055\u3044\uff0e<br \/>\n\u306a\u304a\uff0c<span style=\"color: #0000ff\">\u4f5c\u696d\u304c\u8907\u96d1\u3059\u304e\u3066\u884c\u3048\u306a\u3044\uff0c\u3068\u3044\u3046\u65b9\u306f\uff0c\u4e0b\u90e8\u5206\u306b\u3042\u308b\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308c\u3070\uff0c\u5168\u3066\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059<\/span>\uff0e<\/p>\n<h1><span style=\"color: #ff6600\">\u25a0 <\/span>ANOVA\u541b\u306e\u52a0\u5de5<\/h1>\n<p>\u4e95\u95a2\u9f8d\u592a\u6c0f\u304c\u914d\u5e03\u3057\u3066\u3044\u308bANOVA\u541b\u306f\uff0c<span style=\"color: #000000\"><strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\">\u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790\u306e\u95a2\u6570\u3068\u3057\u3066\u306f\uff0c\u304b\u306a\u308a\u7cbe\u5ea6\u304c\u9ad8\u3044<\/span><\/strong><\/span>\u3082\u306e\u3068\u8a55\u4fa1\u3057\u307e\u3059\uff0e\u8a08\u7b97\u306e\u3082\u3068\u3068\u306a\u3063\u305f\u6839\u62e0\u3082\uff0c\u3054\u81ea\u8eab\u306e<a href=\"https:\/\/riseki.cloudfree.jp\/?ANOVA%E5%90%9B\" target=\"_blank\" rel=\"noopener\">\u30db\u30fc\u30e0\u30da\u30fc\u30b8<\/a>\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\uff0e<\/p>\n<p>\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\uff0canovakun\u3092\u305d\u306e\u307e\u307e\u4f7f\u7528\u3057\u3066\u3082\u3088\u3044\u306e\u3067\u3059\u304c\uff0c\u82f1\u8a9e\u3067\u51fa\u529b\u3055\u308c\u307e\u3059\u306e\u3067\uff0c\u306a\u304b\u306a\u304b\u8aad\u3081\u306a\u3044\u3068\u3044\u3046\u65b9\u306e\u305f\u3081\u306b\uff0c\u4ee5\u4e0b\u3067\u306f+\u03b1\u3068\u3057\u3066\uff0c\u591a\u5c11<span style=\"color: #0000ff\">ANOVA\u541b\u3092\u52a0\u5de5\u3057\u3066\u307e\u3059<\/span><span style=\"color: #ff0000\">\u203b<\/span><span style=\"color: #0000ff\">\uff08\u8a08\u7b97\u5f0f\u81ea\u4f53\u306f\u4e00\u5207\u52a0\u5de5\u3057\u3066\u307e\u305b\u3093\u304c\uff0c\u51fa\u529b\u306e\u4e00\u90e8\uff0c\u65e5\u672c\u8a9e\u8868\u793a\u3082\u8ffd\u52a0\u3057\u3066\u3044\u307e\u3059<\/span>\uff09\uff0e<\/p>\n<p>\u3082\u3061\u308d\u3093\uff0c\u305d\u306e\u307e\u307e\u4f7f\u7528\u3057\u3066\u3082\u3089\u3063\u3066\u3082\u7d50\u679c\u304c\u82f1\u8a9e\u8868\u8a18\u3067\u3042\u308b\u3068\u3044\u3046\u70b9\u306e\u9055\u3044\u3060\u3051\u3067\uff0c\u51fa\u529b\u5185\u5bb9\u306f\u5909\u308f\u308a\u307e\u305b\u3093\uff0e\u5b9f\u969b\u306b\u624b\u9806\u3092\u8ffd\u3063\u3066\u8aac\u660e\u3057\u307e\u3059\uff0e<br \/>\n<span style=\"color: #ff0000\">\u203b<\/span>\u3054\u672c\u4eba\u306b\u627f\u8afe\u3092\u5f97\u3066\u3044\u307e\u3059\uff0e<\/p>\n<h1><span style=\"color: #ff6600\">\u25a0 <\/span>ANOVA\u95a2\u6570\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n<p>\u65b9\u6cd5\u306f2\u3064\u3042\u308a\u307e\u3059\uff0e<span style=\"color: #0000ff\">(1)\u4e95\u95a2\u9f8d\u592a\u6c0f\u306eHP\u5185\u306b\u3042\u308bANOVA\u541b\u3068\u3044\u3046\u95a2\u6570<\/span>\uff08anovakun_\u25cf\u25cf\u25cf.txt [\u25cf\u306f\u6570\u5b57\u3067\u8868\u793a\u3055\u308c\u3066\u304a\u308a\uff0c\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u3088\u308a\u7570\u306a\u308a\u307e\u3059]\uff09\u3092\u8aad\u307f\u8fbc\u3080\u304b\uff0c<span style=\"color: #0000ff\">(2\uff09\u3053\u3053\u3067\u914d\u5e03\u3057\u3066\u3044\u308b\uff0cANOVA\u541b\u306e\u65e5\u672c\u8a9e\u8ffd\u52a0\u7248\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u304b<\/span>\u3067\u3059\uff0e<br \/>\n<span style=\"color: #0000ff\">\u3000\u66f8\u7c4d\u3067\u306f\uff0c\uff082\uff09ANOVA\u541b\u306e\u65e5\u672c\u8a9e\u8ffd\u52a0\u7248\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u524d\u63d0\u3067\u8aac\u660e\uff08Windows\u7248\u306b\u6700\u9069\uff09<\/span>\u3057\u3066\u3044\u307e\u3059\u306e\u3067\uff0c\u305d\u306e\u65b9\u6cd5\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\uff0e<\/p>\n<div style=\"background: #ffebee;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><strong><span style=\"font-family: impact, sans-serif;color: #ff0000\">\u2605\u6ce8\u610f<\/span><\/strong><br \/>\n1.<span style=\"color: #0000ff\">Mac OS<\/span>\u306e\u65b9\u306f\uff0c\u4e0a\u8a18\u306e<span style=\"color: #0000ff\">\uff081\uff09anovakun<\/span>\u306e\u65b9\u6cd5\u3067\u8aad\u307f\u8fbc\u3093\u3067\u304f\u3060\u3055\u3044\uff0e<br \/>\n2.\u30af\u30ea\u30c3\u30af\u3057\u3066\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u306e\u5168\u6587\u3092\u30b3\u30d4\u30fc\u3057\u3066\uff0c\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3092\u30de\u30a6\u30b9\u3067\u30af\u30ea\u30c3\u30af\u3057\u3066\u304b\u3089\u30da\u30fc\u30b9\u30c8\u3057\u307e\u3059\uff0e\u4e0b\u8a18\u2462\u4ee5\u964d\u306e\u4f5c\u696d\u306f\u540c\u3058\u3067\u3059\uff0e<br \/>\n<span style=\"color: #0000ff\">\u672c\u66f8\u3067\u306f\uff082\uff09ANOVA\u541b\u306e\u65e5\u672c\u8a9e\u8ffd\u52a0\u7248\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u524d\u63d0\u3067\u8aac\u660e\uff08Windows\u7248\u306b\u6700\u9069\uff09<\/span>\u3057\u3066\u3044\u307e\u3059\u306e\u3067\uff0c\u305d\u306e\u65b9\u6cd5\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\uff0e<\/div>\n<p>\u2460R\u3092\u8d77\u52d5\u3057\u307e\u3059\uff0e<span style=\"color: #0000ff\">RGui\u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3092\u4f7f\u7528<\/span>\u3057\u307e\u3059\uff0e<\/p>\n<p>\u2461\u4ee5\u4e0b\u306e\u30af\u30ea\u30c3\u30af\u304b\u3089\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\uff0e\u30af\u30ea\u30c3\u30af\u5f8c\u306e\u753b\u9762\uff0c\u4e0a\u65b9\u306e\u3084\u3084\u5de6\u5bc4\u308a\u306b\u300c\u2193\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u300d\u304c\u3042\u308a\u307e\u3059\uff0e\u3053\u308c\u306f\uff0c<span style=\"color: #0000ff\">\u8457\u8005\u304cANOVA\u541b\u3092\u6539\u5909\u3057\u305f\u3082\u306e<\/span>\u3067\u3059\uff0e<br \/>\n\u2605<span style=\"color: #ff0000\">R4.0.0\u4ee5\u964d\uff082021\u5e74\u4ee5\u964d\u306eR\uff09\u306e\u5834\u5408\uff08\u6700\u65b0\u7248ver489\uff09<\/span><\/p>\n<p><span style=\"color: #ff0000\">\u3000<a href=\"https:\/\/1drv.ms\/t\/s!AmEkMOEeM9qfhfM9bR9c7elMnatWOw?e=GWWYS0\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"http:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/download-300x89.jpg\" width=\"91\" height=\"27\" \/><\/a><\/span><\/p>\n<p><span style=\"color: #ff0000\">\u2605R4.0.0\u4ee5\u524d\u306e\u5834\u5408(ver484)<\/span><\/p>\n<p><span style=\"color: #ff0000\">\u3000<a href=\"https:\/\/1drv.ms\/t\/s!AmEkMOEeM9qf7AgTG0Ter0qr_Jec?e=3vKFFe\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"http:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/download-300x89.jpg\" width=\"91\" height=\"27\" \/><\/a><\/span><b><\/b><\/p>\n<div style=\"background: #ffebee;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><strong><span style=\"font-family: impact, sans-serif;color: #ff0000\">\u2605\u6ce8\u610f<\/span><\/strong><br \/>\n<b>\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u95a2\u3059\u308b\u52a0\u5de5\u306b\u3064\u3044\u3066\u4e95\u95a2\u6c0f\u306f\u4e00\u5207\u95a2\u4e0e\u3057\u3066\u304a\u308a\u307e\u305b\u3093\u306e\u3067\uff0c\u610f\u898b\u30fb\u8cea\u554f\u7b49\u306f\u672c\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u7ba1\u7406\u8005\u5b9b\u3067\u304a\u9858\u3044\u3057\u307e\u3059\uff0e\u307e\u305f\uff0c\u8ad6\u6587\u7b49\u3067\u4f7f\u7528\u3059\u308b\u969b\u306b\u306f\uff0c\u672c\u30da\u30fc\u30b8\u3067\u914d\u5e03\u3057\u3066\u3044\u308b\u95a2\u6570\u3092\u4f7f\u7528\u3057\u305f\u3068\u8a18\u8f09\u3057\u3066\u4e0b\u3055\u3044\uff08<span style=\"color: #ff0000\">ANOVA\u541b\u306e\u540d\u79f0\u306f\u4f7f\u3048\u307e\u305b\u3093<\/span>\uff09\uff0e<br \/>\n\u203b\u8868\u793a\u304c\u6587\u5b57\u5316\u3051\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304c\uff0c\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u898b\u305a\u306b\uff0c<span style=\"color: #ff0000\">\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\uff0ctxt\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u3044\u3066<\/span>\u304f\u3060\u3055\u3044\uff0e<\/b><\/div>\n<p>&nbsp;<\/p>\n<p>\u2462\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304f\u3068\uff0c\u305f\u304f\u3055\u3093\u306e\u30b3\u30de\u30f3\u30c9\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\uff0e\u3053\u306e\u6587\u7ae0\u5168\u3066\u3092\uff0c<span style=\"color: #000000\"><strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\"><span style=\"color: #ff0000\">RGui<\/span>\u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u306b\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8<\/span><\/strong><\/span>\u3057\u307e\u3059\uff0e\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u30b3\u30de\u30f3\u30c9\u3082\u3042\u308b\u306e\u3067\u3059\u304c\uff0c\u64cd\u4f5c\u30df\u30b9\u3092\u9632\u3050\u305f\u3081\u521d\u5fc3\u8005\u7528\u306b\u591a\u5c11\u624b\u9593\u304c\u304b\u304b\u308b\u78ba\u5b9f\u306a\u65b9\u6cd5\u3067\u8aac\u660e\u3057\u307e\u3059\uff0e<br \/>\n\u95a2\u6570\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u30da\u30fc\u30b8\u306e\u6587\u7ae0\u4e2d\uff0c\u3069\u3053\u3067\u3082\u3088\u3044\u306e\u3067\u30ab\u30fc\u30bd\u30eb\u3092\u7f6e\u304d\u307e\u3059\uff08\u6587\u7ae0\u4e2d\u3069\u3053\u3067\u3082\u3044\u3044\u306e\u3067\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff09\uff0e<\/p>\n<p>\u2463\u305d\u306e\u5f8c\uff0c<b>Ctrl<\/b>\u30ad\u30fc +<b>\u00a0A<\/b>\u30ad\u30fc\u3092<span style=\"color: #0000ff\">\u540c\u6642\u306b<\/span>\u62bc\u3057\u307e\u3059\uff0e\u6587\u7ae0\u3092\u3059\u3079\u3066\u9078\u629e\u3067\u304d\u308b\u306f\u305a\u3067\u3059\uff0e<\/p>\n<p>\u2464\u9078\u629e\u3057\u305f\u3089\uff0c<b>\u30de\u30a6\u30b9\u3067\u53f3\u30af\u30ea\u30c3\u30af\uff0c\u30b3\u30d4\u30fc<\/b>\u3057\u307e\u3059\uff08\u5168\u6587\u30b3\u30d4\u30fc\uff09\uff0e<\/p>\n<p>\u2465<b><span style=\"color: #ff0000\">RGui<\/span>\u306e\u8d64\u3044\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3<\/b>\uff08\u3000<span style=\"color: #ff0000\">\uff1e\uff5c<\/span>\u3000\u3068\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3068\u3053\u308d\uff09\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<\/p>\n<p>\u2466\u305d\u306e\u5f8c\uff0c<b>\u53f3\u30af\u30ea\u30c3\u30af\uff0c\u30da\u30fc\u30b9\u30c8<\/b>\u3092\u9078\u3073\u307e\u3059\uff08\u5168\u6587\u30da\u30fc\u30b9\u30c8\uff09\uff0e<b>\u5c11\u3057\u306e\u9593\uff0c\u30d5\u30ea\u30fc\u30ba\u30b9\u3057\u305f\u304b\u306e\u3088\u3046\u306b\u7121\u53cd\u5fdc\u3068\u306a\u308a\u307e\u3059<\/b>\u304c\uff0c\u3057\u3070\u3089\u304f\u4f55\u3082\u305b\u305a\u306b\u898b\u3066\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<p>\u2467\u3057\u3070\u3089\u304f\u3059\u308b\u3068\uff0c\u30b3\u30de\u30f3\u30c9\u304c\u52dd\u624b\u306b\u5165\u529b\u3055\u308c\u3066\u3044\u304d\u307e\u3059\uff0e\u3053\u308c\u306f\u5148\u307b\u3069\u30af\u30ea\u30c3\u30af\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u8eab\u304c\u8cbc\u308a\u3064\u3051\u3089\u308c\u3066\u3044\u308b\u72b6\u614b\u3067\u3059\uff0e\u9577\u3051\u308c\u307010\u5206\u3050\u3089\u3044\u304b\u304b\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\uff0c<b>\u52d5\u3044\u3066\u3044\u308b\u3046\u3061\u306f\u4f55\u3082\u305b\u305a\u898b\u3066\u3066\u304f\u3060\u3055\u3044<\/b>\uff0e<\/p>\n<p>\u2468\u5165\u529b\u304c\u7d42\u4e86\u3059\u308b\u3068\uff0c\u8d64\u3044\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\uff08\u3000<span style=\"color: #ff0000\">\uff1e\uff5c<\/span>\u3000\uff09\u8868\u793a\u306b\u306a\u308a\u307e\u3059\uff0e<\/p>\n<p>\u3053\u308c\u3067<b>\u6e96\u5099\u7d42\u4e86<\/b>\u3067\u3059\uff0e<\/p>\n<p>\u203b<span style=\"color: #ff0000\"><strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\">R\u7d42\u4e86\u6642\u306b\u300c\u4f5c\u696d\u30b9\u30da\u30fc\u30b9\u3092\u4fdd\u5b58\u3057\u307e\u3059\u304b\uff1f\u300d\u306b\u5bfe\u3057\u3066\u300c\u306f\u3044\u300d\u3092\u9078\u3093\u3067\u7d42\u308f\u308c\u3070\uff0c\u305d\u308c\u4ee5\u964d\u306f\u4ee5\u4e0a\u306e\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u4f5c\u696d\u306f\u4e0d\u8981<\/span><\/strong><\/span>\u3068\u306a\u308a\u307e\u3059\uff0e<br \/>\n\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6642\u7b49\u306b\u306f\uff0c\u6539\u3081\u3066\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3057\u3066\u4e0b\u3055\u3044\uff0e<\/p>\n<h1><span style=\"color: #ff6600\">\u25a0 <\/span>ANOVA\u95a2\u6570\u3092\u7528\u3044\u305fR\u30b3\u30de\u30f3\u30c0\u30fc\u306b\u3088\u308b\u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790\u306e\u624b\u9806<\/h1>\n<p>\u2460\u672c\u6587\u3092\u8aad\u3093\u3067\u4f5c\u696d\u3092\u9032\u3081\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\n\u2461\u3053\u3053\u306b\u306f\uff0c<b>\u672c\u66f8\u3067\u7d39\u4ecb\u3057\u305f\uff0c\u30b3\u30de\u30f3\u30c9\u3092\u8a18\u8ff0<\/b>\u3057\u307e\u3059\uff0e\u3053\u3053\u306e<u><span style=\"color: #ff0000\">\u30b3\u30de\u30f3\u30c9\uff08\u8d64\u5b57\u884c\uff09<\/span>\u3092\u30de\u30a6\u30b9\u3067\u7bc4\u56f2\u6307\u5b9a\u3057\u3066\u53f3\u30af\u30ea\u30c3\u30af\u30b3\u30d4\u30fc\u3057\uff0c\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u306b\u8cbc\u308a\u4ed8\u3051\u308b\u3068\u5165\u529b\u306e\u624b\u9593\u304c\u7701\u3051\u307e\u3059<\/u>\uff0e<br \/>\n\u2462\u30c7\u30fc\u30bf\u540d\u306f\u201d<span style=\"color: #ff0000\">\u7b2c15\u7ae0<\/span>\u201d\u3067\u3059\u304b\uff1f\u3082\u3057\u7b2c15\u7ae0\u306a\u3089\uff0c<br \/>\n\u4ee5\u4e0b\uff0c<\/p>\n<div style=\"background: #e0ffff;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><span style=\"color: #ff0000\">x&lt;-names(\u7b2c15\u7ae0)<br \/>\nanovakun(\u7b2c15\u7ae0,&#8221;sA&#8221;,\u53cd\u5fa9\u6e2c\u5b9a=x,s2r=T,auto = T,peta = T,cipair = T)<\/span><\/div>\n<div style=\"background: #ffebee;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><span style=\"color: #ff0000\">\u3010\u6ce8\u610f\u3011\u3000( \u3084 &#8221; \u306a\u3069\u306e\u8a18\u53f7\u306f\uff0c\u898b\u305f\u76ee\u304c\u540c\u3058\u3067\u3082\u6587\u5b57\u5316\u3051\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\uff0e\u3082\u3057\u30a8\u30e9\u30fc\u304c\u8d77\u3053\u308b\u5834\u5408\u306f\uff0c\u3044\u3063\u305f\u3093\u30c6\u30ad\u30b9\u30c8\u30a8\u30c7\u30a3\u30bf\u30fc\u306b\u8cbc\u308a\u4ed8\u3051\u3066\uff0c ( \u3084 &#8221; \u306e\u8a18\u53f7\u3092\u5165\u529b\u3057\u76f4\u3059\u3068\u51fa\u529b\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\uff0e<\/span><\/div>\n<p>\u3092\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u306e<span style=\"color: #ff0000\">R\u30b9\u30af\u30ea\u30d7\u30c8\uff08RGui\u3067\u306f\u306a\u3044\uff09\u306b\u8cbc\u308a\u4ed8\u3051<\/span>\u3066\u304f\u3060\u3055\u3044\uff0e\u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790\u304c\u5b9f\u884c\u3055\u308c\u307e\u3059\uff0e<br \/>\n<b>\u7d50\u679c\u306e\u898b\u304b\u305f\u306f\uff0c\u672c\u66f8\u3092\u53c2\u8003<\/b>\u306b\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<p><strong>\u8ffd\u52a0\uff09<\/strong><br \/>\n\u30c7\u30fc\u30bf\u540d\u304c\uff0c\u201d<b>Dataset<\/b>\u201d\u3067\u3042\u308c\u3070\uff0c<\/p>\n<div style=\"background: #e0ffff;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><span style=\"color: #ff0000\">x&lt;-names(<b>Dataset<\/b>)<br \/>\nanovakun(<b>Dataset<\/b>,&#8221;sA&#8221;,\u53cd\u5fa9\u6e2c\u5b9a=x,s2r=T,auto = T,peta = T,cipair = T)<\/span><\/div>\n<p>\u3068\u306a\u308a\u307e\u3059\uff0e<\/p>\n<h1><span style=\"color: #ff6600\">\u25a0 <\/span>Shapiro-Wilk\u306e\u691c\u5b9a\uff1a\u5168\u3066\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u5ea6\u306b\u6e08\u307e\u3059\u65b9\u6cd5<\/h1>\n<p align=\"left\">\u3000Shapiro-Wilk\u306e\u691c\u5b9a\u3092\u5168\u5217\u306b\u5bfe\u3057\u3066\u4e00\u5ea6\u306b\u884c\u3044\u307e\u3059\uff0e\u307e\u305f\u691c\u5b9a\u306e\u7e70\u308a\u8fd4\u3057\u306b\u306a\u308b\u306e\u3067\uff0c\u691c\u5b9a\u7d50\u679cp\u306b\u5bfe\u3057\u3066<span style=\"color: #0000ff\">Holm\u306e\u4fee\u6b63<\/span>\u3092\u884c\u3044\u307e\u3059\uff0e\u30c7\u30fc\u30bf\u306f\uff0c\u53cd\u5fa9\u6e2c\u5b9a\u306e\u5909\u6570\u306e\u307f\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3068\u3057\u307e\u3059\uff0e<br \/>\n\u30c7\u30fc\u30bf\u540d\u306f\u201d<span style=\"color: #ff0000\">\u7b2c15\u7ae0<\/span>\u201d\u3068\u3057\u307e\u3059\uff0e<br \/>\n\u4ee5\u4e0b\uff0c<\/p>\n<div style=\"background: #e0ffff;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><span style=\"color: #ff0000\">pair.shapiro(\u7b2c15\u7ae0)<\/span><\/div>\n<p>\u3092\u8cbc\u308a\u4ed8\u3051\u5b9f\u884c\u3057\u307e\u3059\uff0e\u5225\u306e\u30c7\u30fc\u30bf\u540d\u306a\u3089\uff0c\u201c<span style=\"color: #ff0000\">\u7b2c15\u7ae0<\/span>\u201d\u3092\u66f8\u304d\u63db\u3048\u308c\u3070\u89e3\u6790\u53ef\u80fd\u3067\u3059\uff0e<br \/>\n\u203b\u4e0a\u8a18\uff0cANOVA\u95a2\u6570\u306e\u8cbc\u308a\u4ed8\u3051\u4f5c\u696d\u3092\u4e8b\u524d\u306b\u884c\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u524d\u63d0\u3067\u3059\uff0e<\/p>\n<h1><span style=\"color: #ff6600\">\u25a0 <\/span>Friedman\u306e\u691c\u5b9a\u5f8c\u306e\u591a\u91cd\u6bd4\u8f03\u6cd5<\/h1>\n<p align=\"left\">\u3000Holm\u306e\u4fee\u6b63\u306b\u3088\u308bWilcoxon\u306e\u7b26\u53f7\u4ed8\u9806\u4f4d\u691c\u5b9a\u3092\u884c\u3044\u307e\u3059\uff0eWilcoxon\u306e\u7b26\u53f7\u4ed8\u9806\u4f4d\u691c\u5b9a\u3092\u7e70\u308a\u8fd4\u3057\u884c\u3063\u3066\u691c\u5b9a\u7d50\u679cp\u306b\u5bfe\u3057\u3066<span style=\"color: #0000ff\">Holm\u306e\u4fee\u6b63<\/span>\u3092\u884c\u3044\u307e\u3059\uff0e\u7406\u5c48\u306f\u4e0a\u8a18\u306eShapiro-Wilk\u306e\u691c\u5b9a\u3068\u540c\u69d8\u3067\u3059\uff0e<br \/>\n\u30c7\u30fc\u30bf\u306f\uff0c\u53cd\u5fa9\u6e2c\u5b9a\u306e\u5909\u6570\u306e\u307f\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3068\u3057\u307e\u3059\uff0e<br \/>\n\u30c7\u30fc\u30bf\u540d\u306f\u201d<span style=\"color: #ff0000\">\u7b2c15\u7ae0<\/span>\u201d\u3068\u3057\u307e\u3059\uff0e<br \/>\n\u4ee5\u4e0b\uff0c<\/p>\n<div style=\"background: #e0ffff;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><span style=\"color: #ff0000\">holm.test(\u7b2c15\u7ae0\uff09<\/span><\/div>\n<p>\u3092\u8cbc\u308a\u4ed8\u3051\u5b9f\u884c\u3057\u307e\u3059\uff0e\u5225\u306e\u30c7\u30fc\u30bf\u540d\u306a\u3089\uff0c\u201c<span style=\"color: #ff0000\">\u7b2c15\u7ae0<\/span>\u201d\u3092\u66f8\u304d\u63db\u3048\u308c\u3070\u89e3\u6790\u53ef\u80fd\u3067\u3059\uff0e<br \/>\n\u203b\u4e0a\u8a18\uff0cANOVA\u95a2\u6570\u306e\u8cbc\u308a\u4ed8\u3051\u4f5c\u696d\u3092\u4e8b\u524d\u306b\u884c\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u524d\u63d0\u3067\u3059\uff0e<\/p>\n<h1><span style=\"color: #ff6600\">\u25a0 <\/span>\u30a8\u30e9\u30fc\u30d0\u30fc\u30b0\u30e9\u30d5\u306e\u63cf\u753b<\/h1>\n<p align=\"left\">\u3000\u30a8\u30e9\u30fc\u30d0\u30fc\u3092\u63cf\u304f\u305f\u3081\u306eR\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u8f09\u305b\u307e\u3059\uff0e<\/p>\n<p>\u30c7\u30fc\u30bf\u540d\u306f\u201d<span style=\"color: #ff0000\">\u7b2c15\u7ae0<\/span>\u201d\u3068\u3057\u307e\u3059\uff0e<br \/>\n\u4ee5\u4e0b\uff0c<\/p>\n<div style=\"background: #e0ffff;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><span style=\"color: #ff0000\">errorbar(\u7b2c15\u7ae0)<\/span><\/div>\n<p>\u3092\u8cbc\u308a\u4ed8\u3051\u5b9f\u884c\u3057\u307e\u3059\uff0e\u5225\u306e\u30c7\u30fc\u30bf\u540d\u306a\u3089\uff0c\u201c<span style=\"color: #ff0000\">\u7b2c15\u7ae0<\/span>\u201d\u3092\u66f8\u304d\u63db\u3048\u308c\u3070\u63cf\u753b\u53ef\u80fd\u3067\u3059\uff0e<br \/>\n\u203b\u4e0a\u8a18\uff0cANOVA\u95a2\u6570\u306e\u8cbc\u308a\u4ed8\u3051\u4f5c\u696d\u3092\u4e8b\u524d\u306b\u884c\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u524d\u63d0\u3067\u3059\uff0e<\/p>\n<h1><span style=\"color: #ff6600\">\u25a0 <\/span>ANOVA\u95a2\u6570\u306e\u4fdd\u5b58<\/h1>\n<p align=\"left\">\u3000\u4e0a\u8a18\u4f5c\u696d\u5f8c\u306eR\u306e\u7d42\u4e86\u6642\u306b\uff0cRGui\u3067\u7d42\u4e86\u3057\uff0c\u300e<span style=\"color: #ff0000\">\u4f5c\u696d\u30b9\u30da\u30fc\u30b9\u3092\u4fdd\u5b58\u3057\u307e\u3059\u304b\uff1f<\/span>\u300f\u306e\u554f\u3044\u306b<span style=\"color: #ff0000\">\u5fc5\u305a\u300c\u306f\u3044\u300d\u3067\u7d42\u4e86<\/span>\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<h1><span style=\"color: #ff6600\">\u25a0 <\/span>\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u3067\u89e3\u6790\u3059\u308b\u5834\u5408\uff08<span 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\/>\n\u203b\u4f8b\u984c\u304c\u7570\u306a\u3063\u3066\u3044\u307e\u3059\u306e\u3067\uff0c\u5909\u6570\u540d\u304c\u9055\u3044\u307e\u3059\uff0e\u64cd\u4f5c\u306e\u307f\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<p style=\"text-align: center\" align=\"left\"><span style=\"color: #000000\"><a href=\"#\">\u5148\u982d\u306b\u623b\u308b<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u25a0 R\u30b3\u30de\u30f3\u30c0\u30fc\u3067\u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790 R\u30b3\u30de\u30f3\u30c0\u30fc\u3067\u306f\u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790\u306f\u884c\u3048\u307e\u305b\u3093\uff082\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3068\u306f\u7570\u306a\u308a\u307e\u3059\uff09\uff0e \u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790\u3092\u884c\u3046\u305f\u3081\u306b\u306f\uff0c\u65e2\u5b58\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3082\u3042\u308a\u307e\u3059\uff0e\u3057\u304b\u3057\u672c\u66f8\u3067\u306f\uff0c\u4e95\u95a2\u9f8d\u592a\u6c0f\u304c\u7121\u6599\u914d\u5e03\u3057\u3066\u3044\u2026 <span class=\"read-more\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap15\/\">Read More: 15 \u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u2026 &raquo;<\/a><\/span><\/p>\n","protected":false},"author":200,"featured_media":0,"parent":256,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-331","page","type-page","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u25a0 R\u30b3\u30de\u30f3\u30c0\u30fc\u3067\u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790 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