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id=\"attachment_2763\" style=\"width: 446px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" aria-describedby=\"caption-attachment-2763\" class=\"wp-image-2763\" src=\"https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img01.png\" alt=\"\uff08\u56f31-1\u3000\u4e3b\u6210\u5206\u5206\u6790\u306e\u8003\u3048\u65b9\uff09\u3000\" width=\"436\" height=\"315\" srcset=\"https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img01.png 1072w, https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img01-300x217.png 300w, https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img01-1024x740.png 1024w, https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img01-900x651.png 900w\" sizes=\"(max-width: 436px) 100vw, 436px\" \/><\/p>\n<p id=\"caption-attachment-2763\" class=\"wp-caption-text\">\uff08\u56f31-1\u3000\u4e3b\u6210\u5206\u5206\u6790\u306e\u8003\u3048\u65b9\uff09<\/p>\n<\/div>\n<div id=\"attachment_2766\" style=\"width: 493px\" class=\"wp-caption 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class=\"wp-caption-text\">\uff08\u56f31-2\u3000\u4e3b\u6210\u5206\u5206\u6790\u306e\u8003\u3048\u65b9\uff09<\/p>\n<\/div><p>&nbsp;<\/p><p>\u3053\u306e\u3088\u3046\u306a\u5834\u5408\u3001\u4e3b\u6210\u5206\u5206\u6790\u3067\u306f\u3001\u3055\u3089\u306b\u5225\u306e\u5408\u6210\u5909\u6570\uff08\u8ef8\uff09\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u3067\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p><p>2\u756a\u76ee\u306e\u5408\u6210\u5909\u6570\uff08\u8ef8\uff09\u306f\u3001\u4e0a\u8a18\u306e\u7406\u7531\u304b\u3089\u3001\u6700\u521d\u306b\u4f5c\u3063\u305f\u5408\u6210\u5909\u6570\u3068\u306f\u76f4\u4ea4\uff08\u5782\u76f4\u306b\u4ea4\u5dee\u3059\u308b\uff09\u306e\u95a2\u4fc2\u306b\u306a\u308a\u307e\u3059\u3002<\/p><p>\u6700\u521d\u306b\u751f\u307f\u51fa\u3057\u305f\u5408\u6210\u5909\u6570\uff08\u8ef8\uff09\u3092\u300c\u7b2c1\u4e3b\u6210\u5206\u300d\u30012\u756a\u76ee\u306b\u751f\u307f\u51fa\u3057\u305f\u5408\u6210\u5909\u6570\uff08\u8ef8\uff09\u3092\u300c\u7b2c2\u4e3b\u6210\u5206\u300d\u30fb\u30fb\u30fb\u3068\u547c\u3073\u307e\u3059\u3002\u300c\u7b2c1\u4e3b\u6210\u5206\u300d\u3060\u3051\u3067\u306a\u304f\u300c\u7b2c2\u4e3b\u6210\u5206\u300d\u3001\u300c\u7b2c3\u4e3b\u6210\u5206\u300d\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u6563\u5e03\u56f3\u3092\u4f5c\u6210\u3057\u3001\u5206\u6790\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p><p>&nbsp;<\/p>\n<div 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class=\"wp-caption-text\">\uff08\u56f31-3\u3000\u4e3b\u6210\u5206\u5206\u6790\u306e\u8003\u3048\u65b9\uff09<\/p>\n<\/div><p>&nbsp;<\/p><p>&nbsp;<\/p><p>\u3055\u3066\u3001\u3053\u308c\u3089\u306e\u300c\u4e3b\u6210\u5206\u300d\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u30eb\u30fc\u30eb\u3067\u6c7a\u3081\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u307e\u305f\u3001\u5206\u6790\u7d50\u679c\uff08\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\uff09\u306f\u3069\u306e\u3088\u3046\u306b\u4e0e\u3048\u3089\u308c\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p><p>&nbsp;<\/p><p>\u300c\u4e3b\u6210\u5206\u300d\uff08\u5408\u6210\u5909\u6570\uff09\u3092\u6c7a\u3081\u308b\u30eb\u30fc\u30eb\u3067\u306f\u3001\u60c5\u5831\u306e\u640d\u5931\u306b\u7740\u76ee\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u591a\u304f\u306e\u60c5\u5831\u3092\u6301\u3064\u3053\u3068\u3092\u5206\u6563\uff08\u30c7\u30fc\u30bf\u306e\u30d0\u30e9\u30c4\u30ad\uff09\u306e\u5927\u304d\u3055\u3067\u5224\u65ad\u3057\u307e\u3059\u3002<\/p><p>\u5206\u6563\u304c\u5927\u304d\u3044\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u305d\u308c\u3060\u3051\u500b\u3005\u306e\u30c7\u30fc\u30bf\u3092\u8b58\u5225\u3067\u304d\u3066\u3044\u308b\u3053\u3068\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u5206\u6563\u304c\u5927\u304d\u3044\u8ef8\u306f\u3001\u3059\u306a\u308f\u3061\u500b\u3005\u306e\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u591a\u304f\u306e\u60c5\u5831\u3092\u6709\u3057\u3066\u3044\u308b\u3001\u3068\u307f\u306a\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u308f\u3051\u3067\u3059\u3002<\/p><p>\u5177\u4f53\u7684\u306a\u8a08\u7b97\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u76f8\u95a2\u4fc2\u6570\u3092\u7528\u3044\u3066\u3044\u307e\u3059\u3002\uff08\u76f8\u95a2\u4fc2\u6570\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u524d\u306e\u8a18\u4e8b\u3092\u3054\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\uff09<br \/>\n<strong>\u3010\u95a2\u9023\u8a18\u4e8b\u3011<br \/>\n<a href=\"https:\/\/bdm.dga.co.jp\/?p=1254\">\u7b2c1\u56de\uff1a\u76f8\u95a2\u5206\u6790<\/a><\/strong>\uff08<a href=\"https:\/\/bdm.dga.co.jp\/?p=1254\">https:\/\/bdm.dga.co.jp\/?p=1254<\/a>\uff09<\/p><p>2\u5909\u6570\u306e\u76f8\u95a2\u4fc2\u6570\u304c\u9ad8\u304f\u306a\u308b\u3068\u3001\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u306f\u53f3\u80a9\u4e0a\u304c\u308a\uff08\u307e\u305f\u306f\u53f3\u80a9\u4e0b\u304c\u308a\uff09\u306b\u304d\u308c\u3044\u306b\u4e26\u3073\u3001\u76f8\u95a2\u4fc2\u6570\u304c1\uff08\u307e\u305f\u306f-1\uff09\u306e\u6642\u306b\u306f\u3001\u4e00\u76f4\u7dda\u4e0a\u306b\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u304c\u4e26\u3073\u307e\u3059\u3002\u3053\u306e\u6027\u8cea\u3092\u8a00\u3044\u63db\u3048\u308b\u3068\u3001\u76f8\u95a2\u4fc2\u6570\u304c\u9ad8\u3044\u3068\u60c5\u5831\u306e\u640d\u5931\uff08\u76f4\u4ea4\u3059\u308b\u65b9\u5411\u306e\u30d0\u30e9\u30c4\u30ad\uff09\u304c\u5c11\u306a\u304f\u306a\u308b\u3001\u3068\u3082\u8a00\u3048\u308b\u306e\u3067\u3059\u3002<\/p><p>\u4e3b\u6210\u5206\u5206\u6790\u3067\u306f\u76f8\u95a2\u4fc2\u6570\u305d\u306e\u3082\u306e\u3067\u306f\u306a\u304f\u300c\u56fa\u6709\u30d9\u30af\u30c8\u30eb\u300d\u3092\u7b97\u51fa\u3057\u307e\u3059\u304c\u3001\u4f3c\u305f\u3088\u3046\u306a\u8003\u3048\u65b9\u3067\u3001\u60c5\u5831\u306e\u640d\u5931\u304c\u5c11\u306a\u3044\u9806\u306b\u300c\u7b2c1\u4e3b\u6210\u5206\u300d\u300c\u7b2c2\u4e3b\u6210\u5206\u300d\u30fb\u30fb\u30fb\u3068\u6c7a\u3081\u3066\u3044\u304d\u307e\u3059\u3002<\/p><p>\u5b9f\u969b\u306e\u8a08\u7b97\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u57fa\u6e96\u5316\u3057\u3066\u304b\u3089\u76f8\u95a2\u884c\u5217\u3092\u8a08\u7b97\u3057\u3066\u3001\u3055\u3089\u306b\u76f8\u95a2\u884c\u5217\u306e\u56fa\u6709\u5024\u3068\u56fa\u6709\u30d9\u30af\u30c8\u30eb\u3092\u8a08\u7b97\u3057\u307e\u3059\u304c\u3002\u3053\u3053\u3067\u306f\u8a73\u7d30\u306a\u30d7\u30ed\u30bb\u30b9\u306f\u5272\u611b\u3057\u307e\u3059\u3002\u8a73\u3057\u3044\u8a08\u7b97\u30d7\u30ed\u30bb\u30b9\u3092\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001\u4ee5\u4e0b\u306e\u5c02\u9580\u30da\u30fc\u30b8\u3082\u3054\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p><p>\uff08\u53c2\u8003URL\uff1a<a href=\"http:\/\/www.statistics.co.jp\/reference\/software_R\/statR_9_principal.pdf\" target=\"_blank\">http:\/\/www.statistics.co.jp\/reference\/software_R\/statR_9_principal.pdf<\/a>\uff09<\/p><p>\u7406\u8ad6\u4e0a\u3001\u4e3b\u6210\u5206\u306e\u6570\u306f\u5909\u6570\uff08\u30c7\u30fc\u30bf\u9805\u76ee\uff09\u306e\u6570\u3060\u3051\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002\u4f55\u756a\u76ee\u307e\u3067\u306e\u4e3b\u6210\u5206\u3092\u63a1\u7528\u3059\u308b\u304b\u306f\u3001\u5f8c\u3067\u7d39\u4ecb\u3059\u308b\u300c\u5bc4\u4e0e\u7387\u300d\u3092\u57fa\u6e96\u306b\u5224\u65ad\u3057\u307e\u3059\u3002<\/p><p>&nbsp;<\/p><p>\u3064\u304e\u306b\u3001\u4e3b\u6210\u5206\u5206\u6790\u306e\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p><p>\u5404\u4e3b\u6210\u5206\u306b\u7279\u6709\u306e\u60c5\u5831\u3068\u3057\u3066\u306f\u3001\u56fa\u6709\u5024\u3068\u5bc4\u4e0e\u7387\u3001\u4e3b\u6210\u5206\u8ca0\u8377\u91cf\u304c\u4e0e\u3048\u3089\u308c\u307e\u3059\u3002<\/p><p>\u56fa\u6709\u5024\u306f\u5404\u4e3b\u6210\u5206\u306e\u5206\u6563\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u4e3b\u6210\u5206\u304c\u4fdd\u6301\u3057\u3066\u3044\u308b\u60c5\u5831\u306e\u5927\u304d\u3055\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u5bc4\u4e0e\u7387\u306f\u3001\u5404\u4e3b\u6210\u5206\u304c\u6301\u3063\u3066\u3044\u308b\u60c5\u5831\u306e\u5927\u304d\u3055\u3092\u6bd4\u7387\uff08\uff05\uff09\u3067\u793a\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u4e0b\u8868\u306e\u4f8b\u3060\u3068\u3001\u7b2c1\u4e3b\u6210\u5206\u306f\u30c7\u30fc\u30bf\u5168\u4f53\u306e\u60c5\u5831\u306e\u3046\u306157\uff05\u3092\u8aac\u660e\u3067\u304d\u3066\u3044\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\uff08\u9006\u306b\u8a00\u3046\u306843%\u306e\u60c5\u5831\u306f\u640d\u5931\u3057\u3066\u3044\u308b\uff09\u3002\u7b2c2\u4e3b\u6210\u5206\u307e\u3067\u7d44\u307f\u5408\u308f\u305b\u3066\u898b\u308b\u3053\u3068\u3067\u300176\uff05\u306e\u60c5\u5831\u3092\u30ab\u30d0\u30fc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u308f\u3051\u3067\u3059\u3002<\/p><p>\u660e\u78ba\u306a\u6c7a\u307e\u308a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u901a\u5e38\u306f\u300c\u56fa\u6709\u5024\u304c1\u4ee5\u4e0a\u300d\u307e\u305f\u306f\u300c\u7d2f\u7a4d\u5bc4\u4e0e\u7387\u304c80\uff05\u4ee5\u4e0a\u300d\u307e\u3067\u306e\u4e3b\u6210\u5206\u3092\u63a1\u7528\u3057\u3001\u305d\u308c\u305e\u308c\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u7d50\u679c\u3092\u89e3\u91c8\u3057\u307e\u3059\u3002<\/p><p>&nbsp;<\/p>\n<div id=\"attachment_2768\" style=\"width: 498px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-2768\" class=\" wp-image-2768\" src=\"https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img04.png\" alt=\"\uff08\u8868\uff11\u3000\u4e3b\u6210\u5206\u5206\u6790\u306e\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u4f8b\uff09\" width=\"488\" height=\"368\" srcset=\"https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img04.png 697w, https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img04-300x226.png 300w\" sizes=\"(max-width: 488px) 100vw, 488px\" \/><\/p>\n<p id=\"caption-attachment-2768\" class=\"wp-caption-text\">\uff08\u8868\uff11\u3000\u4e3b\u6210\u5206\u5206\u6790\u306e\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u4f8b\uff09<\/p>\n<\/div><p>&nbsp;<\/p><p>\u4e3b\u6210\u5206\u8ca0\u8377\u91cf\uff08\u56e0\u5b50\u8ca0\u8377\u91cf\uff09\u306f\u3001\u5404\u5909\u6570\u306b\u5bfe\u3057\u3066\u4fc2\u6570\u3068\u3057\u3066\u4e0e\u3048\u3089\u308c\u308b\u3082\u306e\u3067\u3001\u4e0a\u8ff0\u306e\u56fa\u6709\u30d9\u30af\u30c8\u30eb\u304b\u3089\u8a08\u7b97\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p><p>\u3053\u306e\u6570\u5024\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u5404\u5909\u6570\u304c\u4e3b\u6210\u5206\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u529b\u304c\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002<\/p><p>\u91cd\u56de\u5e30\u5206\u6790\u306e\u4fc2\u6570\u306b\u4f3c\u3066\u304a\u308a\u3001\u500b\u3005\u306e\u30c7\u30fc\u30bf\uff08\u7d20\u70b9\uff09\u3092\u4ee3\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u4e3b\u6210\u5206\u5f97\u70b9\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p><p>&nbsp;<\/p><p>\u4e3b\u6210\u5206\u5f97\u70b9\u306f\u901a\u5e38\u3001\u4e0b\u56f3\u306e\u3088\u3046\u306b\u8907\u6570\u306e\u4e3b\u6210\u5206\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u6563\u5e03\u56f3\u3068\u3057\u3066\u56f3\u793a\u3057\u3066\u89e3\u91c8\u3057\u307e\u3059\u3002\u5404\u30c7\u30fc\u30bf\u306e\u4f4d\u7f6e\u95a2\u4fc2\u3092\u898b\u308b\u3053\u3068\u3067\u3001\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u304c\u306f\u3063\u304d\u308a\u3059\u308b\u304b\u3089\u3067\u3059\u3002<\/p><p>\u307e\u305f\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\u3068\u540c\u69d8\u306b\u3001\u305d\u308c\u305e\u308c\u306e\u4e3b\u6210\u5206\u304c\u6301\u3064\u610f\u5473\u3092\u89e3\u91c8\u3059\u308b\u90e8\u5206\u306f\u3001\u5206\u6790\u8005\u306b\u59d4\u306d\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u591a\u304f\u306e\u5834\u5408\u3001\u7b2c1\u4e3b\u6210\u5206\u306f\u7dcf\u5408\u529b\u3092\u793a\u3059\u6307\u6a19\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u7b2c2\u4e3b\u6210\u5206\u4ee5\u964d\u304c\u3069\u306e\u3088\u3046\u306a\u610f\u5473\u3092\u6301\u3064\u306e\u304b\u3001\u307e\u305f\u3001\u305d\u306e\u610f\u5473\u3092\u8868\u73fe\u3059\u308b\u9069\u5207\u306a\u540d\u79f0\u306b\u3064\u3044\u3066\u306f\u3001\u89e3\u91c8\u3059\u308b\u4eba\u306b\u3088\u3063\u3066\u5909\u308f\u3063\u3066\u304d\u307e\u3059\u3002<\/p><p>\u3053\u3053\u306f\u3001\u5206\u6790\u8005\u306e\u8155\u306e\u898b\u305b\u6240\u3068\u8a00\u3048\u307e\u3059\u3002<\/p><p>&nbsp;<\/p>\n<div id=\"attachment_2769\" style=\"width: 475px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-2769\" class=\" wp-image-2769\" src=\"https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img05.png\" alt=\"\uff08\u56f32\u30002\u3064\u306e\u4e3b\u6210\u5206\u3092\u30af\u30ed\u30b9\u3057\u3066\u307f\u308b\u4f8b\uff09\" width=\"465\" height=\"348\" srcset=\"https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img05.png 987w, https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img05-300x225.png 300w, https:\/\/bdm.dga.co.jp\/wp-content\/uploads\/2015\/05\/img05-900x674.png 900w\" sizes=\"(max-width: 465px) 100vw, 465px\" \/><\/p>\n<p id=\"caption-attachment-2769\" class=\"wp-caption-text\">\uff08\u56f32\u30002\u3064\u306e\u4e3b\u6210\u5206\u3092\u30af\u30ed\u30b9\u3057\u3066\u307f\u308b\u4f8b\uff09<\/p>\n<\/div><p>&nbsp;<\/p><p><span style=\"color: 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