{"id":243,"date":"2022-09-29T20:45:57","date_gmt":"2022-09-29T11:45:57","guid":{"rendered":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/canonical-correlation-analysis\/"},"modified":"2024-09-04T23:18:38","modified_gmt":"2024-09-04T14:18:38","slug":"canonical-correlation-analysis","status":"publish","type":"post","link":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/canonical-correlation-analysis\/","title":{"rendered":"\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"\n<p>\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u3068\u306f\u3001\u3069\u3093\u306a\u5206\u6790\u3067\u3001\u3069\u3093\u306a\u3068\u304d\u306b\u4f7f\u3046\u306e\u304b\uff1f<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u3068\u306f\u4e00\u8a00\u3067\u8a00\u3046\u3068\">\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u3068\u306f\u3069\u3093\u306a\u5206\u6790\u304b<\/h2>\n\n\n\n<p>\u6b63\u6e96\u76f8\u95a2\u5206\u6790 canonical correlation analysis \u306f\u3001\u4e00\u8a00\u3067\u8a00\u3046\u3068\u3001\uff12\u3064\u306e\u5909\u6570\u7fa4\u3092\uff12\u3064\u306e\u5408\u6210\u5909\u6570\u306b\u307e\u3068\u3081\u3001\u305d\u306e\u5408\u6210\u5909\u6570\u9593\u306e\u76f8\u95a2\u4fc2\u6570\u3092\u6700\u5927\u306b\u3059\u308b\u65b9\u6cd5\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/blog.octopt.com\/canonical-correlation-analysis\/\">\u6b63\u6e96\u76f8\u95a2\u5206\u6790(Canonical Correlation Analysis\uff1aCCA) \u3068\u306f- \u4ed5\u7d44\u307f\u3092\u89e3\u8aac<\/a><\/p>\n\n\n\n<p>\u591a\u6570\u306e\u5909\u6570\u306e\u5408\u6210\u5909\u6570\uff08\u91cd\u307f\u4fc2\u6570\u3092\u304b\u3051\u3066\u8db3\u3057\u5408\u308f\u305b\u305f\u5909\u6570\uff09\u3092\u7528\u3044\u308b\u65b9\u6cd5\u304c\u4e3b\u6210\u5206\u5206\u6790\u3067\u3042\u308b\u304c\u3001\u305d\u306e\u65b9\u6cd5\u8ad6\u3068\u4f3c\u3066\u3044\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\/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\n\n\n\n\n<p>\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u306f\u3001\u591a\u5909\u91cf\u3092\uff12\u3064\u306e\u5909\u6570\u7fa4\u306b\u5206\u3051\u3066\u3001\u5909\u6570\u7fa4\u3054\u3068\u306e\u5408\u6210\u5909\u6570\u3092\u4f5c\u6210\u3057\u3001\u305d\u306e\u76f8\u95a2\u4fc2\u6570\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u306f\u3069\u3093\u306a\u8a08\u7b97\u3092\u3057\u3066\u3044\u308b\u306e\u304b\">\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u306f\u3069\u3093\u306a\u8a08\u7b97\u3092\u3057\u3066\u3044\u308b\u306e\u304b\uff1f<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.jstage.jst.go.jp\/article\/jnns\/20\/2\/20_62\/_pdf\">\u8d64\u7a42\u662d\u592a\u90ce\uff1a\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u5165\u9580<\/a><\/p>\n\n\n\n<p>\u5909\u6570\u7fa4 $ \\boldsymbol X $ (\u30d9\u30af\u30c8\u30eb\u7fa4) \u3068 \u5909\u6570\u7fa4 $ \\boldsymbol Y $ \u304b\u3089\u3068\u3082\u306b\u5408\u6210\u5909\u6570\u3092\u4f5c\u6210\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u5408\u6210\u5909\u6570\u306e\u4fc2\u6570\u30d9\u30af\u30c8\u30eb\u3092\u305d\u308c\u305e\u308c $ \\boldsymbol a $, $ \\boldsymbol b $ \u3068\u3059\u308b\u3002<\/p>\n\n\n\n<p>\uff12\u3064\u306e\u5408\u6210\u5909\u6570\u306e\u76f8\u95a2\u4fc2\u6570\u3092\u8a08\u7b97\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u76f8\u95a2\u4fc2\u6570\u304c\u6700\u5927\u306b\u306a\u308b\u3088\u3046\u306b\u3001$ \\boldsymbol X $ \u3068 $ \\boldsymbol Y $ \u306e\u4fc2\u6570\u30d9\u30af\u30c8\u30eb $ \\boldsymbol a $, $ \\boldsymbol b $ \u3092\u6c42\u3081\u3066\u3044\u304f\u3002<\/p>\n\n\n\n<p>\u3067\u306f\u3001\u305d\u306e\u4fc2\u6570\u30d9\u30af\u30c8\u30eb\u306f\u3069\u306e\u3088\u3046\u306b\u6c42\u3081\u308b\u304b\uff1f<\/p>\n\n\n\n<p>\u305d\u308c\u306f\u3001\u4e3b\u6210\u5206\u5206\u6790\u306e\u6642\u3068\u540c\u3058\u304f\u3001\u30e9\u30b0\u30e9\u30f3\u30b8\u30e5\u672a\u5b9a\u4e57\u6570\u6cd5\u3092\u7528\u3044\u3066\u3001\u56fa\u6709\u5024\u30fb\u56fa\u6709\u30d9\u30af\u30c8\u30eb\u3092\u6c42\u3081\u308b\u554f\u984c\u3068\u3057\u3066\u89e3\u3044\u3066\u3044\u304f\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\n\n\n\n\n<p>\u5f97\u3089\u308c\u305f\u56fa\u6709\u5024\u306f\u3001\u5408\u6210\u5909\u6570\u306e\u76f8\u95a2\u4fc2\u6570\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<div id=\"biost-3670938668\" class=\"biost- biost-entity-placement\"><p style=\"text-align: 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=\"\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u306f\u3069\u3093\u306a\u3068\u304d\u306b\u4fbf\u5229\u306a\u65b9\u6cd5\u304b\">\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u306f\u3069\u3093\u306a\u3068\u304d\u306b\u4fbf\u5229\u306a\u65b9\u6cd5\u304b\uff1f<\/h2>\n\n\n\n<p>\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u306f\u3069\u3093\u306a\u3068\u304d\u306b\u4f7f\u3046\u3068\u4fbf\u5229\u306a\u65b9\u6cd5\u304b\uff1f<\/p>\n\n\n\n<p>\u5909\u6570\u304c\u305f\u304f\u3055\u3093\u3042\u3063\u3066\u3001\uff12\u3064\u306e\u5909\u6570\u540c\u58eb\u306e\u76f8\u95a2\u4fc2\u6570\u304c\u305f\u304f\u3055\u3093\u51fa\u3066\u304d\u3066\u3057\u307e\u3046\u3068\u304d\u3001\u305d\u308c\u3092\u7e2e\u7d04\u3057\u305f\u3044\u3068\u8003\u3048\u305f\u3068\u304d\u3002<\/p>\n\n\n\n<p>\u305f\u304f\u3055\u3093\u306e\u5909\u6570\u304c\u3001\u81e8\u5e8a\u7684\u306a\u6982\u5ff5\u306b\u3088\u3063\u3066\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u3051\u3089\u308c\u308b\u3068\u304d\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u814e\u6a5f\u80fd\u306e\u691c\u67fb\u5024\u7fa4\u3068\u304b\u3001\u809d\u6a5f\u80fd\u306e\u691c\u67fb\u5024\u7fa4\u3068\u304b\u3002<\/p>\n\n\n\n<p>\u3053\u3093\u306a\u6642\u306b\u306f\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u304c\u5f79\u306b\u7acb\u3064\u3060\u308d\u3046\u3002<\/p>\n\n\n\n<p><a href=\"http:\/\/www.snap-tck.com\/room04\/c01\/stat\/stat19\/stat1901.html\">\u6b63\u6e96\u76f8\u95a2 | \u6211\u697d\u591a\u9813\u9673\u9928<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u306f\u3001\u591a\u6570\u306e\u5909\u6570\u3092\u7e2e\u7d04\u3057\u305f\u5408\u6210\u5909\u6570\u540c\u58eb\u306e\u76f8\u95a2\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3067\u3001\u591a\u5909\u91cf\u306e\u60c5\u5831\u3092\u7e2e\u7d04\u3057\u3066\u691c\u8a0e\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u5206\u6790\u3060\u3002<\/p>\n\n\n\n<p>\u591a\u6570\u306e\u30c7\u30fc\u30bf\u304c\u5f97\u3089\u308c\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6642\u4ee3\u306b\u3053\u305d\u6d3b\u8e8d\u3059\u308b\u5206\u6790\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u53c2\u8003\u30b5\u30a4\u30c8\">\u53c2\u8003\u30b5\u30a4\u30c8<\/h2>\n\n\n\n<p><a href=\"https:\/\/blog.octopt.com\/canonical-correlation-analysis\/\">\u6b63\u6e96\u76f8\u95a2\u5206\u6790(Canonical Correlation Analysis\uff1aCCA) \u3068\u306f- \u4ed5\u7d44\u307f\u3092\u89e3\u8aac<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.jstage.jst.go.jp\/article\/jnns\/20\/2\/20_62\/_pdf\">\u8d64\u7a42\u662d\u592a\u90ce\uff1a\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u5165\u9580<\/a><\/p>\n\n\n\n<p><a href=\"http:\/\/www.snap-tck.com\/room04\/c01\/stat\/stat19\/stat1901.html\">\u6b63\u6e96\u76f8\u95a2 | \u6211\u697d\u591a\u9813\u9673\u9928<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"SPSS\u3067\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u3092\u884c\u3046\u306b\u306f\">SPSS\u3067\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u3092\u884c\u3046\u306b\u306f<\/h2>\n\n\n\n<p>SPSS\u3067\u5b66\u3076\u533b\u7642\u7cfb\u591a\u5909\u91cf\u30c7\u30fc\u30bf\u89e3\u6790 \u7b2c2\u7248 \u7b2c13\u7ae0\u53c2\u7167<\/p>\n\n\n\n<div class=\"hatena-asin-detail\"><a href=\"https:\/\/www.amazon.co.jp\/dp\/4489022905?tag=ttyotani-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" class=\"hatena-asin-detail-image-link\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/m.media-amazon.com\/images\/I\/51oq752mPoL._SL500_.jpg\" class=\"hatena-asin-detail-image\" alt=\"\uff33\uff30\uff33\uff33\u3067\u5b66\u3076\u533b\u7642\u7cfb\u591a\u5909\u91cf\u30c7\u30fc\u30bf\u89e3\u6790\u3000\u7b2c\uff12\u7248\" title=\"\uff33\uff30\uff33\uff33\u3067\u5b66\u3076\u533b\u7642\u7cfb\u591a\u5909\u91cf\u30c7\u30fc\u30bf\u89e3\u6790\u3000\u7b2c\uff12\u7248\"><\/a>\n<div class=\"hatena-asin-detail-info\">\n<p class=\"hatena-asin-detail-title\"><a href=\"https:\/\/www.amazon.co.jp\/dp\/4489022905?tag=ttyotani-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" target=\"_blank\" rel=\"noopener\">\uff33\uff30\uff33\uff33\u3067\u5b66\u3076\u533b\u7642\u7cfb\u591a\u5909\u91cf\u30c7\u30fc\u30bf\u89e3\u6790\u3000\u7b2c\uff12\u7248<\/a><\/p>\n<ul class=\"hatena-asin-detail-meta\">\n<li><span class=\"hatena-asin-detail-label\">\u4f5c\u8005:<\/span><a href=\"https:\/\/d.hatena.ne.jp\/keyword\/%C2%D0%C7%CF%20%B1%C9%B5%B1\" class=\"keyword\">\u5bfe\u99ac \u6804\u8f1d<\/a><\/li>\n<li>\u6771\u4eac\u56f3\u66f8<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.amazon.co.jp\/dp\/4489022905?tag=ttyotani-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" class=\"asin-detail-buy\" target=\"_blank\" rel=\"noopener\">Amazon<\/a><\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6b63\u6e96\u76f8\u95a2\u5206\u6790\u3068\u306f\u3001\u3069\u3093\u306a\u5206\u6790\u3067\u3001\u3069\u3093\u306a\u3068\u304d\u306b\u4f7f\u3046\u306e\u304b\uff1f<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[65],"tags":[],"class_list":["post-243","post","type-post","status-publish","format-standard","hentry","category-65"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts\/243","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/comments?post=243"}],"version-history":[{"count":1,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts\/243\/revisions"}],"predecessor-version":[{"id":1408,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/posts\/243\/revisions\/1408"}],"wp:attachment":[{"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/media?parent=243"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/categories?post=243"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/best-biostatistics.com\/toukei-er\/wp-json\/wp\/v2\/tags?post=243"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}