{"id":410,"date":"2024-03-23T17:03:30","date_gmt":"2024-03-23T08:03:30","guid":{"rendered":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/?page_id=410"},"modified":"2024-04-06T17:56:22","modified_gmt":"2024-04-06T08:56:22","slug":"00intro","status":"publish","type":"page","link":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/00intro\/","title":{"rendered":"00 \u672c\u66f8\u306e\u7d39\u4ecb"},"content":{"rendered":"<p><span style=\"font-family: georgia, palatino, serif\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-262 alignright\" src=\"http:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/\u30bf\u30a4\u30c8\u30eb\u306a\u3057.jpg\" alt=\"\" width=\"231\" height=\"265\" \/><\/span><\/p>\n<p>\u30102021\u5e744\u6708\u520a\u884c\u3011<br \/>\nR\u30b3\u30de\u30f3\u30c0\u30fc\u3067\u7c21\u5358\uff01 \u533b\u7642\u7cfb\u30c7\u30fc\u30bf\u89e3\u6790<br \/>\n\u5bfe\u99ac\u6804\u8f1d \u8457\u3000<a href=\"http:\/\/www.tokyo-tosho.co.jp\/books\/978-4-489-02358-3\/\" target=\"_blank\" rel=\"noopener\">\u6771\u4eac\u56f3\u66f8<\/a><\/p>\n<p>B5\u5224\u5909\u5f62 344\u9801 \u5b9a\u4fa13520\u5186<br \/>\nISBN978-4-489-02358-3 C0047<\/p>\n<p><a href=\"https:\/\/www.amazon.co.jp\/dp\/4489023588\/\" target=\"_blank\" rel=\"noopener\">Amazon<\/a><\/p>\n<h1><span style=\"color: #ff9900\">\u25a0 <\/span>\u306f\u3058\u3081\u306b<\/h1>\n<p><span style=\"color: #000000\">\uff0e<\/span><\/p>\n<div style=\"background: #f8f0d7;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\">\n<ul>\n<li>\u672c\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u3067\u306f\uff0c<span style=\"color: #ff0000\"><a href=\"http:\/\/www.tokyo-tosho.co.jp\/books\/978-4-489-02358-3\/\" target=\"_blank\" rel=\"noopener\">\u6771\u4eac\u56f3\u66f8\u300eR\u30b3\u30de\u30f3\u30c0\u30fc\u3067\u7c21\u5358\uff01\u533b\u7642\u7cfb\u30c7\u30fc\u30bf\u89e3\u6790\u300f<\/a>\u306e\u88dc\u8db3\u8cc7\u6599\uff0c\u60c5\u5831<\/span>\u3092\u63b2\u8f09\u3057\u307e\u3059\uff0e<\/li>\n<li>\u672c\u66f8\u3067\u306fR\u3068R\u30b3\u30de\u30f3\u30c0\u30fc\u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u8a08\u89e3\u6790\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\uff0e<\/li>\n<\/ul>\n<\/div>\n<p><strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\">\u672c\u66f8\u306e\u76ee\u7684<\/span><\/strong>\u306f\uff0c<\/p>\n<p><span style=\"color: #000000\">\u2460R\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u4f7f\u7528\u3057\u3066<strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\">\u57fa\u672c\u7684\u306a\u7d71\u8a08\u89e3\u6790\uff0c\u7d50\u679c\u306e\u8aad\u307f\u65b9\u3092\u7fd2\u5f97<\/span><\/strong><\/span><span style=\"color: #000000\">\u3059\u308b\uff0e<\/span><\/p>\n<p><span style=\"color: #000000\">\u2461web\u7b49\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\uff08\u3053\u308c\u304b\u3089\u3082\u516c\u958b\u3055\u308c\u308b\uff09\uff0cR\u3084R\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u6d3b\u7528\u3057\u305f\u69d8\u3005\u306a\u7d71\u8a08\u624b\u6cd5\u3092\uff0c<strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\">\u5c06\u6765\u7684\u306b\u81ea\u5206\u3067\u3082\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b<\/span><\/strong>\uff08\u9ad8\u5ea6\u306a\u95a2\u6570\u5165\u529b\u3067\u306f\u306a\u304f\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3044\u3046\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u6d3b\u7528\uff09\uff0e<\/span><\/p>\n<p><span style=\"color: #000000\">\u306e2\u70b9\u3067\u3059\uff0e\u5168\u3066\u306e\u7d71\u8a08\u624b\u6cd5\u304c\u6700\u521d\u304b\u3089\u5165\u3063\u3066\u3044\u308b\u7d71\u8a08\u30bd\u30d5\u30c8\u306f\u7406\u60f3\u3067\u3059\uff0e\u3057\u304b\u3057\uff0c\u4e16\u306e\u4e2d\u306b\u305d\u3046\u3057\u305f\u7d71\u8a08\u30bd\u30d5\u30c8\u306f\u51fa\u56de\u3063\u3066\u3044\u307e\u305b\u3093\uff0e\u300c\u3053\u306e\u8ad6\u6587\u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u25cb\u25cb\u691c\u5b9a\u304c\u884c\u3044\u305f\u3044\u2026\u300d\u3068\u601d\u3063\u305f\u3068\u304d\uff0c\u4eba\u306b\u983c\u3063\u305f\u308a\uff0c\u304a\u91d1\u3067\u89e3\u6c7a\u3067\u304d\u308c\u3070\u3044\u3044\u306e\u3067\u3059\u304c\uff0c\u306a\u304b\u306a\u304b\u305d\u3046\u3044\u304b\u306a\u3044\u3068\u304d\u3082\u3042\u308a\u307e\u3059\uff0e<\/span><\/p>\n<p><span style=\"color: #000000\">R\u3067\u3042\u308c\u3070\uff0c\u6570\u591a\u304f\u306e\u7d71\u8a08\u624b\u6cd5\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\uff08\u30d1\u30c3\u30b1\u30fc\u30b8\uff09\u304cweb\u7b49\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\uff0e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308c\u3070\u6d3b\u7528\u4fa1\u5024\u306f\u4e0a\u304c\u308a\u307e\u3059\uff0e\u672c\u66f8\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308c\u3070\u53ef\u80fd\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\uff0e<\/span><br \/>\n<span style=\"color: #000000\">R\u30b3\u30de\u30f3\u30c0\u30fc\u306f\u8ab0\u3067\u3082\u3059\u3050\u306b\u7c21\u5358\u306b\u3067\u304d\u308b\uff0c\u3068\u306f\u3044\u3048\u307e\u305b\u3093\uff0e\u7387\u76f4\u306b\u3044\u3063\u3066\uff0c<strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\">R\u30b3\u30de\u30f3\u30c0\u30fc\u306f\u521d\u5fc3\u8005\u306b\u3068\u3063\u3066\u96e3\u3057\u3044\u7d71\u8a08\u30bd\u30d5\u30c8<\/span><\/strong>\u3067\u3059\uff0e\u305f\u3044\u3066\u3044\u306e\u4eba\u306f\uff0c\u6700\u521d\u306f\u3084\u306f\u308a\uff0c<strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\">\u305d\u306e\u64cd\u4f5c\u304c\u9762\u5012\u3060\u304b\u3089\u3042\u304d\u3089\u3081\u307e\u3059<\/span><\/strong>\uff0e\u3057\u304b\u3057\uff0c\u5c11\u3057\u3067\u3044\u3044\u306e\u3067\u56db\u82e6\u516b\u82e6\u3057\u306a\u304c\u3089\u3067\u3082\u8a66\u3057\u3066\u307f\u308b\u3068\uff0c\u610f\u5916\u306b\u3059\u3050\u6163\u308c\u3066\u304d\u3066\uff0c<strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\">\u601d\u3063\u305f\u3088\u308a\u7c21\u5358\u306b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u4eba\u304c\u591a\u3044<\/span><\/strong>\u306e\u3082\u4e8b\u5b9f\u3067\u3059\uff0e\u7d71\u8a08\u89e3\u6790\u306f\uff0c\u5fc5\u8981\u306b\u8feb\u3089\u308c\u305f\u6642\u306b\u77ed\u6642\u9593\u3067\u884c\u3046\u3068\u3044\u3046\u5834\u9762\u304c\u591a\u3044\u306e\u3067\uff0c\u5c11\u3057\u64cd\u4f5c\u3057\u3066\u3067\u304d\u306a\u3051\u308c\u3070\u300c\u96e3\u3057\u3044\uff0c\u3042\u304d\u3089\u3081\u305f\u300d\u3068\u3044\u3046\u30b1\u30fc\u30b9\u304c\u591a\u3044\u306e\u3067\u3059\uff0e<\/span><br \/>\n<span style=\"color: #000000\"><strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\">\u5c11\u3057<span style=\"color: #ff0000\">\u6642\u9593\u3092\u3068\u3063\u3066<\/span>\uff0c<span style=\"color: #ff0000\">\u3086\u3063\u304f\u308a\u9806\u3092\u8ffd\u3063\u3066\u884c\u3048\u3070<\/span>\u8ab0\u3067\u3082\u5fc5\u305a\u3067\u304d\u308b\u3088\u3046\u306b<\/span><\/strong>\u306a\u308a\u307e\u3059\uff0e\u3053\u308c\u304b\u3089\u306f\u81ea\u3089\u304c\u6e2c\u5b9a\u3057\u305f\u30c7\u30fc\u30bf\u3092\uff0c\u3088\u304f\u308f\u304b\u3089\u306a\u3044\u307e\u307e\u89e3\u6790\u3059\u308b\u3068\u304b\uff0c\u4ed6\u4eba\u306b\u89e3\u6790\u3092\u304a\u9858\u3044\u3059\u308b\u3068\u3044\u3046\u6642\u4ee3\u3067\u306f\u306a\u304f\u306a\u308a\u307e\u3059\uff0e<strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\">\u81ea\u5206\u304c\u4f55\u3092\u884c\u3063\u3066\u3044\u308b\u304b\uff0c\u50c5\u304b\u3067\u3082\u7406\u89e3\u3057\u3066\u3044\u306a\u3051\u308c\u3070\u5927\u304d\u306a\u554f\u984c<\/span><\/strong>\u3092\u5f15\u304d\u8d77\u3053\u3057\u307e\u3059\uff0e<\/span><\/p>\n<p><span style=\"color: #000000\">\u6700\u521d\u306f\u300c\u7c21\u5358\u306b\u300d\u3068\u306f\u3044\u3048\u307e\u305b\u3093\u304c\uff0c\u4e16\u754c\u3067\u3082\u30c8\u30c3\u30d7\u30ec\u30d9\u30eb\u306e\u7cbe\u5ea6\u3092\u8a87\u308b\u7d71\u8a08\u30bd\u30d5\u30c8\u304c\u7121\u6599\u3067\u5165\u624b\u3067\u304d\u308b\u306a\u3089\uff0c\u6d3b\u7528\u3057\u306a\u3044\u624b\u306f\u3042\u308a\u307e\u305b\u3093\uff0e\u6238\u60d1\u3044\u306a\u304c\u3089\u3067\u3082\uff0c\u307e\u305a\u306f\u898b\u3088\u3046\u898b\u307e\u306d\u3067\u64cd\u4f5c\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff0e\u6163\u308c\u308b\u3068\u3059\u3070\u3089\u3057\u3055\u304c\u308f\u304b\u308a\u307e\u3059\uff0e<\/span><\/p>\n<p><span style=\"color: #000000\">\u3053\u306e\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\uff0c\u30b3\u30de\u30f3\u30c9\u985e\u3092\u53c2\u8003\u306b\uff0c\u305d\u308c\u305e\u308c\u8a72\u5f53\u7b87\u6240\u306b\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3059\u308c\u3070\uff0c\u5165\u529b\u4f5c\u696d\u3082\u7701\u7565\u3067\u304d\u3066\u5b9f\u884c\u3067\u304d\u307e\u3059\uff0e\u662f\u975e\uff0c\u7e70\u308a\u8fd4\u3057\u7df4\u7fd2\u3057\u3066\u6163\u308c\u3066\u304f\u3060\u3055\u3044\uff0e<\/span><\/p>\n<div style=\"background: #f8f0d7;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\">\n<p><strong><span style=\"color: #000000\">\u2605\u8457\u8005\u3088\u308a<\/span><\/strong><\/p>\n<p><span style=\"color: #000000\">\u672c\u66f8\u306f\u6570\u7406\u7684\u7406\u8ad6\u3092\u4fee\u5f97\u3059\u308b\u3053\u3068\u304c\u76ee\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\uff0e\u6570\u7406\u7684\u306a\u7406\u8ad6\u306f\u6570\u7406\u7d71\u8a08\u5b66\u306e\u5c02\u9580\u5bb6\u304c\u6271\u3044\u307e\u3059\uff0e\u5404<span style=\"color: #ff0000\">\u7d71\u8a08\u7406\u8ad6\u306e\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u306f\u4e16\u754c\u4e2d\u306b\u6ca2\u5c71<\/span>\u3044\u307e\u3059\uff0e<span style=\"color: #ff0000\">\u7406\u8ad6\u3092\u77e5\u3063\u3066\u3044\u308c\u3070\u7d71\u8a08\u89e3\u6790\u3082\u6b63\u78ba\u306b\u3067\u304d\u308b\u3068\u3044\u3046\u8aa4\u89e3<\/span>\u304c\u4e16\u306b\u51fa\u56de\u3063\u3066\u3044\u307e\u3059\uff0e<span style=\"color: #ff0000\">\u7406\u8ad6\u3092\u4fee\u5f97\u3059\u308b\u3053\u3068\u3068\uff0c\u30c7\u30fc\u30bf\u304b\u3089\u5fc5\u8981\u3068\u3059\u308b\u60c5\u5831\u3092\u5f97\u308b\u30b9\u30ad\u30eb\u306f\u7570\u306a\u308a\u307e\u3059<\/span>\uff0e\u3057\u304b\u3057\uff0c\u7406\u8ad6\u5bb6\u306b\u4f55\u304b\u8a00\u308f\u308c\u308b\u3068\u77e5\u8b58\u3082\u5e0c\u8584\u306a\u306e\u3067\u4fe1\u3058\u8fbc\u3093\u3067\u3057\u307e\u3046\u7d71\u8a08\u4fe1\u8005\u3082\u975e\u5e38\u306b\u591a\u3044\u306e\u3067\u3059\uff0e\u30c7\u30fc\u30bf\u304b\u3089\u4f55\u3092\u8aad\u307f\u3068\u308b\u304b\uff0c\u4f55\u3092\u8a34\u3048\u3066\u3044\u308b\u306e\u304b\u3092\u628a\u63e1\u3067\u304d\u308b\u306e\u306f<span style=\"color: #ff0000\">\u6307\u56f3\u3059\u308b\u7406\u8ad6\u5bb6\u3067\u306f\u306a\u304f\u5b9f\u52d9\u5bb6\u305d\u306e\u3082\u306e<\/span>\u3067\u3059\uff0e\u305d\u306e\u610f\u5473\u3067\u8457\u8005\u306f\u300c\u7d71\u8a08\u5b66\u300d\u3068\u3044\u3046\u7528\u8a9e\u3092\u4f7f\u308f\u305a\u300c\u30c7\u30fc\u30bf\u89e3\u6790\u300d\u3068\u3044\u3046\u7528\u8a9e\u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\uff0e<span style=\"color: #ff0000\">\u7d71\u8a08\u5b66\u306e\u7406\u8ad6\u3067\u306f\u306a\u304f\uff0c\u30c7\u30fc\u30bf\u304b\u3089\u8a34\u3048\u3092\u8aad\u307f\u3068\u308b\u30c7\u30fc\u30bf\u89e3\u6790\u5b66\u306e\u7fd2\u5f97\u304c\u5fc5\u8981<\/span>\u306a\u306e\u3067\u3059\uff0e<br \/>\n<\/span><\/p>\n<\/div>\n<h1><span style=\"color: #ff9900\">\u25a0 <\/span>\u5404\u7ae0\u306e\u88dc\u8db3\u89e3\u8aac<\/h1>\n<table style=\"height: 24px;width: 96.9412%;border-collapse: collapse;background-color: #e8f5ff;border-color: #0c1ff2\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 8.6963%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/matome\/\">\u307e\u3068\u3081\u3066\u5bfe\u51e6<\/a><\/span><\/td>\n<td style=\"width: 4.6004%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap2\/\">\u7b2c2\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 3.8012%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap3\/\">\u7b2c3\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 4.001%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap4\/\">\u7b2c4\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 4.5005%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap5\/\">\u7b2c5\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 4.4006%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap6\/\">\u7b2c6\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 5%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap7\/\">\u7b2c7\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 5%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap8\/\">\u7b2c8\u7ae0<\/a><\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 8.6963%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap9\/\">\u7b2c9\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 4.6004%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap10\/\">\u7b2c10\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 3.8012%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap11\/\">\u7b2c11\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 4.001%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap12\/\">\u7b2c12\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 4.5005%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap13\/\">\u7b2c13\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 4.4006%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap14\/\">\u7b2c14\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 5%;text-align: center\"><span style=\"font-size: 12pt\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap15\/\">\u7b2c15\u7ae0<\/a><\/span><\/td>\n<td style=\"width: 5%;text-align: center\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h1><span style=\"color: #ff9900\">\u25a0 <\/span>\u66f4\u65b0\u60c5\u5831\uff06\u6b63\u8aa4\u60c5\u5831<\/h1>\n<p>\u25cf\u30002021.5.4<\/p>\n<p><a href=\"https:\/\/cran.r-project.org\/\" target=\"_blank\" rel=\"noopener\">CRAN<\/a>\u3067\u306f<span style=\"color: #ff0000\">R4.0.5\u3092\u63d0\u4f9b\u958b\u59cb<\/span>\u3057\u3066\u3044\u307e\u3059\u304c\uff0c\u672c\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3000<span style=\"color: #ff0000\">userfriendlyscience\u3000\u306fR4.0.4\u307e\u3067\u3057\u304b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093<\/span>\uff0e\u4ee3\u308f\u308a\u306b\u3000<a href=\"https:\/\/cran.r-project.org\/web\/packages\/rosetta\/rosetta.pdf\" target=\"_blank\" rel=\"noopener\">rosetta<\/a>\u3000\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308c\u3070\u554f\u984c\u306f\u89e3\u6c7a\u3057\u307e\u3059\uff0e<\/p>\n<p>\u25cf\u30002021.10.20<\/p>\n<p>\u672c\u66f8p.317\u306b\u8aa4\u690d\u304c\u3042\u308a\u307e\u3057\u305f\uff0e\u4e0b\u306e\u300c\u672c\u66f8\u306b\u95a2\u3059\u308b\u8ffd\u52a0\u4e8b\u9805\u30fb\u5909\u66f4\u30fb\u8cc7\u6599\u306a\u3069\u300d\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<h1><span style=\"color: #ff9900\">\u25a0 <\/span>\u672c\u66f8\u3067\u4f7f\u7528\u3059\u308b\u30d1\u30c3\u30b1\u30fc\u30b8<\/h1>\n<p>\u672c\u66f8\u3067\u306f\uff0c\u3044\u304f\u3064\u304b\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u307e\u3059\uff0e<br \/>\n<a href=\"https:\/\/stats.biopapyrus.jp\/r\/basic\/package.html\" target=\"_blank\" rel=\"noopener\">\u30d1\u30c3\u30b1\u30fc\u30b8<\/a>\u3068\u306f\uff0cR\u307e\u305f\u306fR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\uff0e<br \/>\n\u3067\u304d\u308b\u9650\u308a\uff0c\u5c11\u306a\u3044\u69cb\u6210\u3067\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u304c\uff0c\u672c\u66f8\u3067\u306f\uff0c\u4ee5\u4e0b\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u307e\u3059\uff0e\u672c\u66f8\u3092\u8aad\u3080\u524d\u306f\u300c\u30d1\u30c3\u30b1\u30fc\u30b8\uff1f\u306a\u306b\u305d\u308c\uff1f\u300d\u3068\u601d\u3046\u3067\u3057\u3087\u3046\uff0e<\/p>\n<div style=\"background: #ff6666;padding: 5px 10px;color: #ffffff;border-radius: 10px 10px 0 0\">\u672c\u66f8\u3067\u4f7f\u7528\u3059\u308b\u30d1\u30c3\u30b1\u30fc\u30b8<\/div>\n<div style=\"background: #ffffff;padding: 10px;border: 2px solid #ff6666;border-radius: 0 0 10px 10px\">\n<p><span style=\"color: #ff0000\">lmerTest<br \/>\ncoin<br \/>\nagricolae<br \/>\nuserfriendlyscience\u3000\uff08R4.0.5\u3088\u308a\uff0crosetta \u306b\u5909\u66f4\uff09<br \/>\nNSM3<br \/>\nvcd<br \/>\nResourceSelection<br \/>\nexactRankTests<\/span><\/p>\n<\/div>\n<p>\u5404\u7ae0\u3067\u306f\uff0c\u305d\u306e\u90fd\u5ea6\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\uff0c\u8d77\u52d5\u65b9\u6cd5\uff08\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u547c\u3073\u51fa\u3057\uff09\u3092\u8aac\u660e\u3057\u307e\u3059\uff0e\u898b\u305f\u76ee\u306f\u9762\u5012\u306a\u30a4\u30e1\u30fc\u30b8\u304c\u3042\u308a\u307e\u3059\u304c\uff0c\u4e00\u5ea6\u884c\u3048\u3070\u3042\u3068\u306f\u7c21\u5358\u3067\u3059\uff0e<br \/>\n\u3082\u3057\uff0c<span style=\"color: #0000ff\">\u5404\u7ae0\u3054\u3068\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u4f5c\u696d\u306f\u9762\u5012<\/span>\u3060\u3068\u3044\u3046\u3068\u304d\u306f\uff0c\u6700\u521d\u306b<span style=\"color: #ff0000\">\u4e0a\u306e\u300c<a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/matome\/\">\u307e\u3068\u3081\u3066\u5bfe\u51e6<\/a>\u300d\u3092\u53c2\u7167\u3057\u3066\u304a\u3051\u3070\uff0c\u672c\u66f8\u3067\u7d39\u4ecb\u3059\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4e00\u5ea6\u306b\u5168\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\uff0e<\/span>\u3067\u304d\u308b\u3060\u3051\u7c21\u5358\u306b\u3068\u601d\u3046\u4eba\u306f\uff0c\u6700\u521d\u306b\u884c\u3063\u3066\u304a\u304f\u3068\u826f\u3044\u3067\u3057\u3087\u3046\uff0e<\/p>\n<h1><span style=\"color: #ff9900\">\u25a0 <\/span>R\u30b3\u30de\u30f3\u30c9\uff0cR\u30b9\u30af\u30ea\u30d7\u30c8<\/h1>\n<p>\u672c\u66f8\u3067\u306f\uff0cR\u672c\u6765\u306e\u96e3\u89e3\u306a\u64cd\u4f5c\u3067\u3042\u308b\u30b3\u30de\u30f3\u30c9\uff0cR\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5165\u529b\u3082\u884c\u3044\u307e\u3059\uff0e<br \/>\n\u305f\u3060\u3057\uff0c<span style=\"color: #3571b3\">\u6697\u8a18\u3059\u308b\u3068\u304b\uff0c\u95a2\u6570\u306e\u8a73\u7d30\u3092\u899a\u3048\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u8981\u6c42\u3057\u307e\u305b\u3093<\/span>\uff0e<br \/>\n\u305d\u3082\u305d\u3082\uff0c\u3053\u3046\u3057\u305f\u9762\u5012\u3092\u907f\u3051\u305f\u3044\u306e\u3067R\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\uff0e<br \/>\n\u3057\u304b\u3057\u3069\u3046\u3057\u3066\u3082\u907f\u3051\u3089\u308c\u306a\u3044\u30b3\u30de\u30f3\u30c9\u5165\u529b\u306f\uff0c<span style=\"color: #3571b3\">\u5de6\u4e0a\u306e\u30e1\u30cb\u30e5\u30fc\u306b\u3042\u308b\u5404\u7ae0\u306e\u30da\u30fc\u30b8\u3067\u306b\u30b3\u30de\u30f3\u30c9\u3092\u63b2\u8f09\u3059\u308b\u306e\u3067\uff0c\u30de\u30a6\u30b9\u3067\u7bc4\u56f2\u6307\u5b9a\uff0c\u30b3\u30d4\u30fc\u5f8c\u306b\uff0cR\u306b\u8cbc\u308a\u4ed8\u3051\uff0c\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044<\/span>\uff0e<br \/>\n\u305d\u308c\u3067\u3082\u3069\u3046\u3057\u3066\u3082\u30b3\u30de\u30f3\u30c9\u306f\u89e6\u308c\u305f\u304f\u306a\u3044\u4eba\u306b\u306f\uff0c\u7121\u7406\u306b\u3067\u3082\uff01\u3068\u306f\u3044\u3044\u307e\u305b\u3093\uff0e\u4ed6\u306e\u624b\u9806\u3067\u7df4\u7fd2\u3057\u3066\u6163\u308c\u3066\u304b\u3089\u3067\u3082\u9045\u304f\u306f\u3042\u308a\u307e\u305b\u3093\u306e\u3067\uff0c\u7126\u3089\u305a\u306b\u5b66\u7fd2\u3057\u3066\u4e0b\u3055\u3044\uff0e<\/p>\n<h2><span style=\"color: #ff0000\">\u25a0 <\/span>R\u30b3\u30de\u30f3\u30c0\u30fc\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u306e\u8a2d\u5b9a<\/h2>\n<p>R\u306e<span style=\"color: #3571b3\">\u8d77\u52d5\u7528\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u30a2\u30a4\u30b3\u30f3\uff08\u30c7\u30a3\u30b9\u30af\u30c8\u30c3\u30d7\u306b\u3042\u308b\u8d77\u52d5\u7528\u306e\u30a2\u30a4\u30b3\u30f3\uff09\u306e\u8a2d\u5b9a\u3092\u5c11\u3057\u304b\u3048\u308b\u3068\uff0c\u305d\u306e\u5f8c\u306e\u9762\u5012\u306a\u624b\u9593\u304c\u7701\u3051\u307e\u3059<\/span>\uff0e<br \/>\n\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u306e\u3064\u304f\u308a\u65b9\u306f<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/stat5\/matome.html\">\u3053\u3061\u3089\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059<\/a>\u304c\uff0c\u539f\u5247\u306f\uff0c\u672c\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u304b\u3089\u306e\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3067\u5927\u4e08\u592b\u3067\u3059\uff0e<\/p>\n<h1><span style=\"color: #ff9900\">\u25a0 <\/span>\u672c\u66f8\u3067\u4f7f\u7528\u3059\u308bEXCEL\u4f8b\u984c\u30c7\u30fc\u30bf<\/h1>\n<p>\u4ee5\u4e0b\u306e\u30ea\u30f3\u30af\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<p><a href=\"https:\/\/1drv.ms\/x\/s!AmEkMOEeM9qfhfM7hIPlnbk-Y6ZkZg?e=9sErDI\" target=\"_blank\" rel=\"noopener\"><span lang=\"JA\" style=\"color: #800000;font-family: \uff2d\uff33 \uff30\u30b4\u30b7\u30c3\u30af\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-479\" src=\"http:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/download-300x89.jpg\" alt=\"\" width=\"155\" height=\"46\" srcset=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/\/download-300x89.jpg 300w, https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/\/download-660x197.jpg 660w, https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/\/download.jpg 718w\" sizes=\"auto, (max-width: 155px) 100vw, 155px\" \/><\/span><\/a><\/p>\n<p style=\"text-align: center\"><span style=\"color: #000000\"><a href=\"#\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-472\" src=\"http:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/ecalbt002_001.png\" alt=\"\" width=\"118\" height=\"18\" \/><\/a><\/span><\/p>\n<h1><span style=\"color: #ff9900\">\u25a0 <\/span>\u307e\u3068\u3081\u3066\u5bfe\u51e6<\/h1>\n<p>R\u307e\u305f\u306fR\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\uff0c1\u7ae0\u3054\u3068\u306b\uff0c\u30d1\u30c3\u30b1\u30fc\u30b8\u3084\u30b3\u30de\u30f3\u30c9\u306e\u64cd\u4f5c\u304c\uff0c\u3061\u3087\u304f\u3061\u3087\u304f\u5165\u3063\u3066\u3044\u307e\u3059\uff0e\u4e0a\u8ff0\u3057\u305f\u3088\u3046\u306b\uff0c<span style=\"color: #3571b3\">\u30b3\u30de\u30f3\u30c9\u304c\u4f7f\u3048\u306a\u3051\u308c\u3070\uff08\u3044\u3084\u306a\u3089\uff09\u89e3\u6790\u3067\u304d\u307e\u305b\u3093\u3068\u3044\u3046\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093<\/span>\uff0e\u3042\u304f\u307e\u3067<span style=\"color: #3571b3\">\u7406\u60f3\u7684\u306a\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u306b\u306f\uff0c\u305d\u3046\u3044\u3063\u305f\u4f5c\u696d\u3082\u5fc5\u8981\u306b\u306a\u308b<\/span>\u306e\u3067\u3059\uff0e<\/p>\n<p>\u3057\u304b\u3057\uff0c\u6bce\u56de\uff0c\u7ae0\u3054\u3068\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\uff0c\u30b3\u30de\u30f3\u30c9\u3092\u5165\u308c\u3066\u2026\u3068\u3044\u3046\u306e\u306f\u9762\u5012\u3067\u3059\uff0e\u305d\u3053\u3067\uff0c<span style=\"color: #3571b3\">R\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u5f8c\u3059\u3050\u306b\uff0c\u3072\u3068\u307e\u3068\u3081\u306b\u884c\u3063\u3066\u3057\u307e\u3046\u3068\u3044\u3046\u624b<\/span>\u3082\u3042\u308a\u307e\u3059\uff0e<br \/>\n\u3072\u3068\u307e\u3068\u3081\u306b\u6e08\u307e\u3059\u305f\u3081\u306e\u89e3\u8aac\u3092<span style=\"color: #3571b3\">\u5de6\u4e0a\u30e1\u30cb\u30e5\u30fc\u306e\u300c<a href=\"https:\/\/personal.hs.hirosaki-u.ac.jp\/pteiki\/research\/stat5\/matome.html\">\u307e\u3068\u3081\u3066\u5bfe\u51e6<\/a>\u300d\u306e\u30da\u30fc\u30b8\u306b\u7528\u610f\u3057\u3066\u304a\u304f\u306e\u3067<\/span>\uff0c\u9762\u5012\u306a\u4eba\u306f\u6700\u521d\u306b\u884c\u3063\u3066\u304a\u3051\u3070\u3088\u3044\u3068\u601d\u3044\u307e\u3059\uff0e<\/p>\n<h1><span style=\"color: #ff9900\">\u25a0 <\/span>\u3068\u306b\u304b\u304f\u7c21\u5358\u306b\u89e3\u6790\u3057\u305f\u3044\u65b9<\/h1>\n<p>\u7b46\u8005\u306f\uff0c<span style=\"color: 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#ffff99\">\u25a0<\/span>\uff50.317\u306e\u56f315-10\u306e\u8aac\u660e<\/strong><\/div>\n<div style=\"background: #ffffff;padding: 10px;border: 2px solid #3399ff\">\n<p>\u2460Mendosa\u306e\u591a\u6a19\u672c\u7403\u5f62\u6027\u691c\u5b9a<br \/>\np&lt;0.05\u306e\u3068\u304d\u2192\u2461\u3067\u306f\uff0c\u53cd\u5fa9\u6e2c\u5b9a\u306b\u3088\u308b\u5206\u6563\u5206\u6790<br \/>\np\u304c0.05\u4ee5\u4e0a\u306e\u3068\u304d\u2192\u2461\u306bGreenhouse-Geisser\u306e\u03b5\u4fee\u6b63\u306b\u3088\u308b\u53cd\u5fa9\u6e2c\u5b9a\u5206\u6563\u5206\u6790\u304c\u81ea\u52d5\u3067\u9078\u629e\u3055\u308c\u3066\u51fa\u529b\u3055\u308c\u308b<br \/>\n<b><span style=\"color: #ff0000\">\u2193\u8a02\u6b63<\/span><\/b><br \/>\n\u2460Mendosa\u306e\u591a\u6a19\u672c\u7403\u5f62\u6027\u691c\u5b9a<br \/>\n<span style=\"color: #ff0000\">p\u304c0.05\u4ee5\u4e0a\u306e\u3068\u304d<\/span>\u2192\u2461\u3067\u306f\uff0c\u53cd\u5fa9\u6e2c\u5b9a\u306b\u3088\u308b\u5206\u6563\u5206\u6790<br \/>\n<span style=\"color: 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