{"id":244,"date":"2022-09-28T22:19:50","date_gmt":"2022-09-28T13:19:50","guid":{"rendered":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/linear-discriminant-analysis-hayashi-quantification-methods-2\/"},"modified":"2024-09-05T21:41:10","modified_gmt":"2024-09-05T12:41:10","slug":"linear-discriminant-analysis-hayashi-quantification-methods-2","status":"publish","type":"post","link":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/linear-discriminant-analysis-hayashi-quantification-methods-2\/","title":{"rendered":"\u7dda\u5f62\u5224\u5225\u5206\u6790\u3068\u6570\u91cf\u5316 II \u985e\u306e\u9055\u3044"},"content":{"rendered":"\n<p>\u7dda\u5f62\u5224\u5225\u5206\u6790\u3068\u306f\uff1f<\/p>\n\n\n\n<p>\u6570\u91cf\u5316II\u985e\u3068\u306f\uff1f<\/p>\n\n\n\n<p>\u9055\u3044\u306f\u4f55\u304b\uff1f<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u7dda\u5f62\u5224\u5225\u5206\u6790\u3068\u306f\">\u7dda\u5f62\u5224\u5225\u5206\u6790\u3068\u306f\uff1f<\/h2>\n\n\n\n<p>\u7dda\u5f62\u5224\u5225\u5206\u6790\u3068\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u5909\u6570\u3067\u3001\u7fa4\u5206\u3051\u3067\u304d\u308b\u300c\u5224\u5225\u95a2\u6570\u300d\u3068\u3044\u3046\u4fc2\u6570\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u6c42\u3081\u308b\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3044\u304f\u3064\u304b\u306e\u5909\u6570\u3068\u6700\u9069\u306a\u4fc2\u6570\u306e\u639b\u3051\u5408\u308f\u305b\uff0b\u8db3\u3057\u5408\u308f\u305b\u3067\u3001\u5408\u6210\u5909\u6570\u3092\u4f5c\u308b\u3053\u3068\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<p>\u5408\u6210\u5909\u6570\u3092 $ f $\u3001\u4fc2\u6570\u3092 $ a $\u3001\u5909\u6570\u3092 $ X $ \u3068\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u66f8\u3051\u308b\u3002<\/p>\n\n\n\n<p>\\begin{equation} f = a_1 X_1 + a_2 X_2 + \\dots + a_n X_n \\end{equation}<\/p>\n\n\n\n<p>\u305d\u306e\u5408\u6210\u5909\u6570\u3067\u3046\u307e\u304f\u7fa4\u306b\u308f\u304b\u308c\u308b\u3088\u3046\u306b\u4fc2\u6570\u3092\u6c7a\u3081\u3066\u3044\u304f\u3002<\/p>\n\n\n\n<p>\u5224\u5225\u95a2\u6570\u306b\u542b\u307e\u308c\u308b\u5909\u6570\u306e\u60c5\u5831\u304c\u3042\u308c\u3070\u3001\u7fa4\u5206\u3051\u304c\u4e88\u6e2c\u3067\u304d\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u30b5\u30a4\u30ba\u3001\u8272\u3001\u5f62\u306a\u3069\u306e\u60c5\u5831\u3067\u3001\u5546\u54c1\u304c\u58f2\u308c\u308b\u58f2\u308c\u306a\u3044\u304c\u4e88\u6e2c\u51fa\u6765\u305f\u308a\u3001\uff15\u6559\u79d1\u306e\u30c6\u30b9\u30c8\u306e\u70b9\u6570\u3067\u3001\u5c06\u6765\u306e\u53d7\u9a13\u304c\u3046\u307e\u304f\u3044\u304f\u3044\u304b\u306a\u3044\u304c\u4e88\u6e2c\u51fa\u6765\u305f\u308a\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u5224\u5225\u3059\u308b\u7fa4\u306e\u6570\u306f\uff12\u3064\u3060\u3051\u3067\u306a\u304f\uff13\u3064\u4ee5\u4e0a\u3067\u3082\u3088\u3044\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u5224\u5225\u95a2\u6570\u306e\u4fc2\u6570\u306f\u3001\u4e00\u7d44\u3060\u3051\u3067\u306a\u304f\u3001\uff12\u756a\u76ee\u306b\u3046\u307e\u304f\u5224\u5225\u3067\u304d\u308b\u4fc2\u6570\u306e\u7d44\u306a\u3069\u3082\u63a8\u6e2c\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u70b9\u306f\u3001\u4e8c\u5024\u3084\u4e09\u5024\u4ee5\u4e0a\u306e\u76ee\u7684\u5909\u6570\u3092\u4e88\u6e2c\u3059\u308b\u3001\u4e8c\u9805\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u3084\u591a\u9805\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u3068\u7570\u306a\u308b\u70b9\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3069\u3061\u3089\u304b\u3068\u8a00\u3046\u3068\u3001\u5408\u6210\u5909\u6570\u3092\u4f5c\u6210\u3059\u308b\u70b9\u3084\u3001\u4fc2\u6570\u306e\u7d44\u304c\u3044\u304f\u3064\u3082\u8a08\u7b97\u3067\u304d\u308b\u70b9\u304b\u3089\u3059\u308b\u3068\u3001\u4e3b\u6210\u5206\u5206\u6790\u306b\u8fd1\u3044\u3002<\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2024\/08\/1920x1080-video-Excel-300x169.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/best-biostatistics.com\/toukei-er\/entry\/principal-component-analysis-step-by-step\/\">R \u3068 EZR \u3067\u5b66\u3076\u4e3b\u6210\u5206\u5206\u6790\u306e\u8a08\u7b97\u65b9\u6cd5<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">\u4e3b\u6210\u5206\u5206\u6790\u306f\u3001\u591a\u5909\u91cf\u60c5\u5831\u306e\u7e2e\u7d04\u3068\u8a00\u308f\u308c\u308b\u304c\u3001\u5b9f\u969b\u306b\u306f\u3069\u3093\u306a\u8a08\u7b97\u3092\u3057\u3066\u3044\u308b\u306e\u304b\uff1f \u6570\u5b66\u7684\u306b\u5c11\u3057\u8a73\u3057\u304f\u308f\u304b\u308a\u305f\u3044\u4eba\u5411\u3051\u3002 \u4e3b\u6210\u5206\u5206\u6790\u306e\u8a08\u7b97\u4e0a\u306e\u76ee\u6a19\u306f\u5408\u6210\u5909\u6570\u306e\u4f5c\u6210&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n<div class=\"swell-block-postLink\"><\/div>\n\n\n<p>\u5408\u6210\u5909\u6570\u3084\u4fc2\u6570\u306e\u30d7\u30ed\u30c3\u30c8\u304c\u53ef\u80fd\u3067\u3001\u53ef\u8996\u5316\u3067\u304d\u308b\u3068\u3053\u308d\u3082\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u3088\u308a\u3082\u697d\u3057\u3044\u5206\u6790\u65b9\u6cd5\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3061\u306a\u307f\u306b\u3001\u7dda\u5f62\u5224\u5225\u5206\u6790\u3067\u306f\u3001\u5404\u7fa4\u306e\u5206\u6563\u5171\u5206\u6563\u884c\u5217\u304c\u7b49\u3057\u3044\uff08\u7b49\u5206\u6563\u6027\uff09\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u524d\u63d0\u306e\u4e0b\u3067\u3001\u76f8\u95a2\u6bd4\u304c\u6700\u5927\u306b\u306a\u308b\u4fc2\u6570\u3092\u6c42\u3081\u308b\u65b9\u6cd5\u304c\u3001\u76f8\u95a2\u6bd4\u3092\u7528\u3044\u305f\u4fc2\u6570\u306e\u6c42\u3081\u65b9\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u76f8\u95a2\u6bd4\u306f\u3001\u7fa4\u9593\u5909\u52d5\u3068\u7fa4\u5185\u5909\u52d5\u306e\u6bd4\u3067\u3001\u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\u30c7\u30fc\u30bf\u3068\u9023\u7d9a\u30c7\u30fc\u30bf\u306e\u76f8\u95a2\u3068\u3082\u547c\u3070\u308c\u308b\u3002<\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2024\/08\/1920x1080-video-Excel-300x169.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/best-biostatistics.com\/toukei-er\/entry\/correlation-ratio\/\">SPSS \u306e\u51fa\u529b\u3067\u5b66\u3076\u76f8\u95a2\u6bd4<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">\u9806\u5e8f\u304c\u306a\u3044\u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\u30c7\u30fc\u30bf\u3068\u9023\u7d9a\u30c7\u30fc\u30bf\u306e\u300c\u76f8\u95a2\u300d\u304c\u76f8\u95a2\u6bd4\u3067\u3042\u308b 2 \u7fa4\u3068\u9023\u7d9a\u30c7\u30fc\u30bf\u306e\u76f8\u95a2\u6bd4 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href=\"http:\/\/aoki2.si.gunma-u.ac.jp\/lecture\/Discriminant\/disc2.html\">\u30de\u30cf\u30e9\u30ce\u30d3\u30b9\u306e\u8ddd\u96e2\u306b\u57fa\u3065\u304f\u5224\u5225\u4fc2\u6570\u306e\u6c42\u3081\u65b9<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u6570\u91cf\u5316II\u985e\u3068\u306f\">\u6570\u91cf\u5316II\u985e\u3068\u306f\uff1f<\/h2>\n\n\n\n<p>\u7dda\u5f62\u5224\u5225\u5206\u6790\u3068\u4f3c\u305f\u5206\u6790\u3068\u3057\u3066\u3001\u6570\u91cf\u5316II\u985e\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u6570\u91cf\u5316II\u985e\u306f\u3001\u4e0a\u8a18\u306e\u5909\u6570 $ X $ 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center;\"><span style=\"font-size: 20px;\"><strong><a href=\"https:\/\/best-biostatistics.com\/kmhl\">\uff1e\uff1e\u3082\u3046\u7d71\u8a08\u3067\u60a9\u3080\u306e\u306f\u7d42\u308f\u308a\u306b\u3057\u307e\u305b\u3093\u304b\uff1f\u00a0<\/a><\/strong><\/span><\/p>\r\n<a href=\"https:\/\/best-biostatistics.com\/kmhl\"><img class=\"aligncenter wp-image-2794 size-full\" src=\"https:\/\/best-biostatistics.com\/wp\/wp-content\/uploads\/2023\/11\/bn_r_03.png\" alt=\"\" width=\"500\" height=\"327\" \/><\/a>\r\n<p style=\"text-align: center;\"><span style=\"color: #ff0000; font-size: 20px;\"><strong><span class=\"marker2\">\u21911\u4e07\u4eba\u4ee5\u4e0a\u306e\u533b\u7642\u5f93\u4e8b\u8005\u304c\u8cfc\u8aad\u4e2d<\/span><\/strong><\/span><\/p><\/div><h2 class=\"wp-block-heading\" id=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u7fa4\u306b\u5206\u3051\u308b\u305f\u3081\u306e\u591a\u5909\u91cf\u30c7\u30fc\u30bf\u306e\u4fc2\u6570\u3092\u6c42\u3081\u308b\u7dda\u5f62\u5224\u5225\u5206\u6790\u306b\u3064\u3044\u3066\u3001\u5b9a\u6027\u7684\u306a\u8aac\u660e\u3092\u3057\u3066\u307f\u305f\u3002<\/p>\n\n\n\n<p>\u591a\u5909\u91cf\u30c7\u30fc\u30bf\u306f\u3001\u30ab\u30c6\u30b4\u30ea\u30ab\u30eb\u30c7\u30fc\u30bf\u3067\u3082\u3088\u304f\u3001\u305d\u306e\u6642\u306f\u6570\u91cf\u5316II\u985e\u3068\u547c\u3070\u308c\u308b\u65b9\u6cd5\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<p>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u3067\u3082\u5206\u6790\u3067\u304d\u305d\u3046\u306a\u65b9\u6cd5\u3067\u3042\u308b\u304c\u3001\u5224\u5225\u306e\u305f\u3081\u306e\u4fc2\u6570\u304c\u8907\u6570\u30bb\u30c3\u30c8\u5f97\u3089\u308c\u308b\u70b9\u304c\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30e2\u30c7\u30eb\u3068\u306f\u7570\u306a\u308b\u70b9\u3060\u3002<\/p>\n\n\n\n<p>\u4e3b\u6210\u5206\u5206\u6790\u306e\u3088\u3046\u306b\u3001\u3082\u3063\u3068\u3082\u91cd\u8981\u306a\u4fc2\u6570\u306e\u30bb\u30c3\u30c8\u3068\uff12\u756a\u76ee\u306b\u91cd\u8981\u306a\u4fc2\u6570\u306e\u30bb\u30c3\u30c8\u306e\u30b0\u30e9\u30d5\u5316\u306a\u3069\u53ef\u8996\u5316\u306b\u5f37\u3044\u3002<\/p>\n\n\n\n<h2 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