{"id":1199,"date":"2023-07-27T07:44:59","date_gmt":"2023-07-27T07:44:59","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e4%b8%bb%e6%88%90%e5%88%86%e5%9b%9e%e5%b8%b0\/"},"modified":"2023-07-27T07:44:59","modified_gmt":"2023-07-27T07:44:59","slug":"%e4%b8%bb%e6%88%90%e5%88%86%e5%9b%9e%e5%b8%b0","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e4%b8%bb%e6%88%90%e5%88%86%e5%9b%9e%e5%b8%b0\/","title":{"rendered":"\u4e3b\u6210\u5206\u56de\u5e30\u306e\u6982\u8981"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u6642\u306b\u906d\u9047\u3059\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u554f\u984c\u306e 1 \u3064\u306f\u3001 <a href=\"https:\/\/statorials.org\/ja\/\u591a\u91cd\u5171\u7dda\u6027\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u591a\u91cd\u5171\u7dda\u6027<\/a>\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e 2 \u3064\u4ee5\u4e0a\u306e\u4e88\u6e2c\u5b50\u5909\u6570\u306e\u76f8\u95a2\u6027\u304c\u9ad8\u3044\u5834\u5408\u306b\u767a\u751f\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u304c\u8d77\u3053\u308b\u3068\u3001\u7279\u5b9a\u306e\u30e2\u30c7\u30eb\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u306b\u3046\u307e\u304f\u9069\u5408\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30bb\u30c3\u30c8\u306b\u904e\u5270\u9069\u5408\u3059\u308b\u305f\u3081\u3001\u3053\u308c\u307e\u3067\u306b\u898b\u305f\u3053\u3068\u306e\u306a\u3044\u65b0\u3057\u3044\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u3067\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<a href=\"https:\/\/statorials.org\/ja\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u904e\u5b66\u7fd2\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u304c\u4f4e\u4e0b\u3059\u308b<\/a>\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u904e\u5b66\u7fd2\u3092\u56de\u907f\u3059\u308b 1 \u3064\u306e\u65b9\u6cd5\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u4f55\u3089\u304b\u306e\u30bf\u30a4\u30d7\u306e<strong>\u30b5\u30d6\u30bb\u30c3\u30c8\u9078\u629e<\/strong>\u65b9\u6cd5\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li> <a href=\"https:\/\/statorials.org\/ja\/\u30b5\u30d5\u3099\u30bb\u30c3\u30c8\u306e\u6700\u9069\u306a\u9078\u629e\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6700\u9069\u306a\u30b5\u30d6\u30bb\u30c3\u30c8\u306e\u9078\u629e<\/a><\/li>\n<li> <a href=\"https:\/\/statorials.org\/ja\/\u6bb5\u968e\u5225\u306e\u9078\u629e\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6bb5\u968e\u7684\u9078\u629e<\/a><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3089\u306e\u65b9\u6cd5\u3067\u306f\u3001\u5fdc\u7b54\u5909\u6570\u306e\u5909\u52d5\u3092\u4e88\u6e2c\u3067\u304d\u308b\u6700\u3082\u91cd\u8981\u306a\u4e88\u6e2c\u5b50\u3060\u3051\u304c\u6700\u7d42\u30e2\u30c7\u30eb\u306b\u6b8b\u308b\u3088\u3046\u306b\u3001\u7121\u95a2\u4fc2\u306a\u4e88\u6e2c\u5b50\u3092\u30e2\u30c7\u30eb\u304b\u3089\u524a\u9664\u3057\u3088\u3046\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u904e\u5b66\u7fd2\u3092\u56de\u907f\u3059\u308b\u3082\u3046 1 \u3064\u306e\u65b9\u6cd5\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u4f55\u3089\u304b\u306e\u30bf\u30a4\u30d7\u306e<strong>\u6b63\u5247\u5316<\/strong>\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li><a href=\"https:\/\/statorials.org\/ja\/\u5c3e\u6839\u306e\u5f8c\u9000\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d4\u30fc\u30af\u56de\u5e30<\/a><\/li>\n<li><a href=\"https:\/\/statorials.org\/ja\/\u306a\u3051\u3099\u306a\u308f\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u306a\u3052\u306a\u308f\u56de\u5e30<\/a><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3089\u306e\u65b9\u6cd5\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u4fc2\u6570\u3092\u5236\u7d04\u307e\u305f\u306f<em>\u6b63\u898f\u5316\u3057\u3066<\/em>\u5206\u6563\u3092\u524a\u6e1b\u3057\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u9069\u5207\u306b\u4e00\u822c\u5316\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3092\u751f\u6210\u3057\u3088\u3046\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u591a\u91cd\u5171\u7dda\u6027\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u307e\u3063\u305f\u304f\u7570\u306a\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001<strong>\u6b21\u5143\u524a\u6e1b<\/strong>\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u5143\u524a\u6e1b\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f<strong>\u4e3b\u6210\u5206\u56de\u5e30<\/strong>\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u304a\u308a\u3001\u6b21\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1.<\/strong>\u6307\u5b9a\u3055\u308c\u305f\u30c7\u30fc\u30bf<sub>\u30bb\u30c3\u30c8<\/sub>\u306b<em>p \u500b\u306e<\/em><sub>\u4e88\u6e2c\u5b50\u304c<\/sub>\u542b\u307e\u308c\u3066\u3044\u308b\u3068\u4eee\u5b9a\u3057\u307e\u3059<sub>\u3002<\/sub><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2.<\/strong>\u5143\u306e<em>p \u500b<\/em>\u306e\u4e88\u6e2c\u5b50\u306e<em>M \u500b<\/em>\u306e\u7dda\u5f62\u7d50\u5408\u3068\u3057\u3066 Z <sub>1<\/sub> , \u2026 , Z <sub>M<\/sub>\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><sub>Z<\/sub> <sub>m<\/sub> <sub>=<\/sub> <sub>\u03a3\u03a6<\/sub> <sub>jm<\/sub> <sub>_<\/sub><\/span><\/li>\n<li> <span style=\"color: #000000;\">Z <sub>1<\/sub>\u306f\u3001\u53ef\u80fd\u306a\u9650\u308a\u591a\u304f\u306e\u5206\u6563\u3092\u6355\u6349\u3059\u308b\u4e88\u6e2c\u5b50\u306e\u7dda\u5f62\u7d50\u5408\u3067\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">Z <sub>2 \u306f<\/sub>\u3001Z <sub>1<\/sub>\u3068<em>\u76f4\u4ea4\u3057\u3066<\/em>\u3044\u308b (\u3064\u307e\u308a\u3001\u7121\u76f8\u95a2\u3067\u3042\u308b) \u4e00\u65b9\u3067\u3001\u6700\u3082\u591a\u304f\u306e\u5206\u6563\u3092\u6355\u6349\u3059\u308b\u4e88\u6e2c\u5b50\u306e\u6b21\u306e\u7dda\u5f62\u7d50\u5408\u3067\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">Z <sub>3<\/sub>\u306f\u3001Z <sub>2<\/sub>\u306b\u76f4\u4ea4\u3057\u306a\u304c\u3089\u6700\u5927\u306e\u5206\u6563\u3092\u6355\u6349\u3059\u308b\u4e88\u6e2c\u5b50\u306e\u6b21\u306e\u7dda\u5f62\u7d50\u5408\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u7b49\u3005\u3002<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>3.<\/strong>\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3092\u4f7f\u7528\u3057\u3066\u3001\u6700\u521d\u306e<em>M<\/em>\u500b\u306e\u4e3b\u6210\u5206 Z <sub>1<\/sub> \u3001\u2026\u3001Z <sub>M \u3092<\/sub>\u4e88\u6e2c\u5b50\u3068\u3057\u3066\u4f7f\u7528\u3057\u3066\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u8fd1\u4f3c\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u5143<strong>\u524a\u6e1b\u3068\u3044\u3046<\/strong>\u7528\u8a9e\u306f\u3001\u3053\u306e\u65b9\u6cd5\u3067\u306f p+1 \u500b\u306e\u4fc2\u6570\u3067\u306f\u306a\u304f M+1 \u500b\u306e\u4fc2\u6570\u306e\u307f\u3092\u63a8\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u3044\u3046\u4e8b\u5b9f\u306b\u7531\u6765\u3057\u3066\u3044\u307e\u3059 (M &lt; p)\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8a00\u3044\u63db\u3048\u308c\u3070\u3001\u554f\u984c\u306e<em>\u6b21\u5143\u306f<\/em>p+1 \u304b\u3089 M+1 \u306b\u524a\u6e1b\u3055\u308c\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u591a\u91cd\u5171\u7dda\u6027\u304c\u5b58\u5728\u3059\u308b\u591a\u304f\u306e\u5834\u5408\u3001\u4e3b\u6210\u5206\u56de\u5e30\u306f\u3001\u5f93\u6765\u306e<a href=\"https:\/\/statorials.org\/ja\/\u91cd\u7dda\u5f62\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u591a\u91cd\u7dda\u5f62\u56de\u5e30<\/a>\u3088\u308a\u3082\u9069\u5207\u306b\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u4e00\u822c\u5316\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4e3b\u6210\u5206\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u624b\u9806<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5b9f\u969b\u306b\u306f\u3001\u4e3b\u6210\u5206\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u6b21\u306e\u624b\u9806\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \u4e88\u6e2c\u5909\u6570\u3092\u6a19\u6e96\u5316\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305a\u3001\u901a\u5e38\u3001\u5404\u4e88\u6e2c\u5909\u6570\u306e\u5e73\u5747\u5024\u304c 0\u3001\u6a19\u6e96\u504f\u5dee\u304c 1 \u306b\u306a\u308b\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7279\u306b\u7570\u306a\u308b\u5358\u4f4d\u3067\u6e2c\u5b9a\u3055\u308c\u308b\u5834\u5408 (c\u3001\u3064\u307e\u308a<sub>1<\/sub>\u306e\u5834\u5408)\u30011 \u3064\u306e\u4e88\u6e2c\u5909\u6570\u304c\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u30a4\u30f3\u30c1\u3067\u6e2c\u5b9a\u3055\u308c\u307e\u3059)\u3002 X <sub>2<\/sub>\u306f\u30e4\u30fc\u30c9\u3067\u6e2c\u5b9a\u3055\u308c\u307e\u3059)\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \u4e3b\u6210\u5206\u3092\u8a08\u7b97\u3057\u3001\u4e3b\u6210\u5206\u3092\u4e88\u6e2c\u5b50\u3068\u3057\u3066\u4f7f\u7528\u3057\u3066\u7dda\u5f62\u56de\u5e30\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u4e3b\u6210\u5206\u3092\u8a08\u7b97\u3057\u3001\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3092\u4f7f\u7528\u3057\u3066\u3001\u6700\u521d\u306e<em>M<\/em>\u500b\u306e\u4e3b\u6210\u5206 Z <sub>1<\/sub> \u3001\u2026\u3001Z <sub>M<\/sub>\u3092\u4e88\u6e2c\u5b50\u3068\u3057\u3066\u4f7f\u7528\u3057\u3066\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u8fd1\u4f3c\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3. \u4fdd\u6301\u3059\u308b\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u6570\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001<a href=\"https:\/\/statorials.org\/ja\/k-\u5206\u5272\u4ea4\u5dee\u691c\u8a3c\/\" target=\"_blank\" rel=\"noopener noreferrer\">k \u5206\u5272\u4ea4\u5dee\u691c\u8a3c\u3092<\/a>\u4f7f\u7528\u3057\u3066\u3001\u30e2\u30c7\u30eb\u306b\u4fdd\u6301\u3059\u308b\u4e3b\u6210\u5206\u306e\u6700\u9069\u306a\u6570\u3092\u898b\u3064\u3051\u307e\u3059\u3002\u4fdd\u6301\u3059\u308b\u4e3b\u6210\u5206\u306e\u300c\u6700\u9069\u306a\u300d\u6570\u306f\u3001\u901a\u5e38\u3001\u30c6\u30b9\u30c8\u306e\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee (MSE) \u304c\u6700\u5c0f\u306b\u306a\u308b\u6570\u3067\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4e3b\u6210\u5206\u56de\u5e30\u306e\u9577\u6240\u3068\u77ed\u6240<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e3b\u6210\u5206\u56de\u5e30 (PCR) \u306b\u306f\u6b21\u306e<strong>\u5229\u70b9<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">PCR \u306f\u3001\u7b2c\u4e00\u4e3b\u6210\u5206\u304c\u4e88\u6e2c\u5909\u6570\u306e\u307b\u3068\u3093\u3069\u306e\u5909\u52d5\u3068\u5fdc\u7b54\u5909\u6570\u3068\u306e\u95a2\u4fc2\u3092\u6355\u6349\u3067\u304d\u308b\u5834\u5408\u306b\u826f\u597d\u306b\u5b9f\u884c\u3055\u308c\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">PCR \u306f\u3001\u76f8\u4e92\u306b\u76f4\u4ea4\u3059\u308b (\u3064\u307e\u308a\u7121\u76f8\u95a2\u306e) \u4e3b\u6210\u5206\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u3001\u4e88\u6e2c\u5909\u6570\u306e\u76f8\u95a2\u6027\u304c\u9ad8\u3044\u5834\u5408\u3067\u3082\u826f\u597d\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">PCR \u3067\u306f\u3001\u5404\u4e3b\u6210\u5206\u304c\u3059\u3079\u3066\u306e\u4e88\u6e2c\u5b50\u5909\u6570\u306e\u7dda\u5f62\u7d50\u5408\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u304b\u3089\u524a\u9664\u3059\u308b\u4e88\u6e2c\u5b50\u5909\u6570\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">PCR \u306f\u3001\u91cd\u7dda\u5f62\u56de\u5e30\u3068\u306f\u7570\u306a\u308a\u3001\u89b3\u6e2c\u5024\u3088\u308a\u3082\u4e88\u6e2c\u5909\u6570\u304c\u591a\u3044\u5834\u5408\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u305f\u3060\u3057\u3001PCR \u306b\u306f\u6b21\u306e\u3088\u3046<strong>\u306a\u6b20\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">PCR \u306f\u3001\u3069\u306e\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u4fdd\u6301\u307e\u305f\u306f\u524a\u9664\u3059\u308b\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u969b\u306b\u3001\u5fdc\u7b54\u5909\u6570\u3092\u8003\u616e\u3057\u307e\u305b\u3093\u3002\u4ee3\u308f\u308a\u306b\u3001\u4e3b\u6210\u5206\u306b\u3088\u3063\u3066\u53d6\u5f97\u3055\u308c\u308b\u4e88\u6e2c\u5909\u6570\u9593\u306e\u5206\u6563\u306e\u5927\u304d\u3055\u306e\u307f\u304c\u8003\u616e\u3055\u308c\u307e\u3059\u3002\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u3001\u5dee\u304c\u6700\u3082\u5927\u304d\u3044\u4e3b\u6210\u5206\u304c\u5fdc\u7b54\u5909\u6570\u3092\u9069\u5207\u306b\u4e88\u6e2c\u3067\u304d\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u5b9f\u969b\u306b\u306f\u3001\u591a\u304f\u306e\u7570\u306a\u308b\u30bf\u30a4\u30d7\u306e\u30e2\u30c7\u30eb (PCR\u3001Ridge\u3001Lasso\u3001\u591a\u91cd\u7dda\u5f62\u56de\u5e30\u306a\u3069) \u3092\u9069\u5408\u3055\u305b\u3001k \u5206\u5272\u4ea4\u5dee\u691c\u8a3c\u3092\u4f7f\u7528\u3057\u3066\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u6700\u3082\u4f4e\u3044 MSE \u30c6\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u30e2\u30c7\u30eb\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5143\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u591a\u91cd\u5171\u7dda\u6027\u304c\u5b58\u5728\u3059\u308b\u5834\u5408 (\u3053\u308c\u306f\u3088\u304f\u3042\u308b\u3053\u3068\u3067\u3059)\u3001PCR \u306f\u901a\u5e38\u306e\u6700\u5c0f\u4e8c\u4e57\u56de\u5e30\u3088\u308a\u3082\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3059\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3044\u304f\u3064\u304b\u306e\u7570\u306a\u308b\u30e2\u30c7\u30eb\u3092\u5f53\u3066\u306f\u3081\u3066\u3001\u76ee\u306b\u898b\u3048\u306a\u3044\u30c7\u30fc\u30bf\u3092\u6700\u3082\u3088\u304f\u4e00\u822c\u5316\u3059\u308b\u30e2\u30c7\u30eb\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>R \u3068 Python \u306e\u4e3b\u6210\u5206\u56de\u5e30<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3068 Python \u3067\u4e3b\u6210\u5206\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/r-\u3066\u3099\u306e\u4e3b\u6210\u5206\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u3067\u306e\u4e3b\u6210\u5206\u56de\u5e30 (\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7)<\/a><br \/> <a href=\"https:\/\/statorials.org\/ja\/python\u3066\u3099\u306e\u30e1\u30a4\u30f3\u30b3\u30f3\u30db\u309a\u30fc\u30cd\u30f3\u30c8\u306e\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener noreferrer\">Python \u3067\u306e\u4e3b\u6210\u5206\u56de\u5e30 (\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u6642\u306b\u906d\u9047\u3059\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u554f\u984c\u306e 1 \u3064\u306f\u3001 \u591a\u91cd\u5171\u7dda\u6027\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e 2 \u3064\u4ee5\u4e0a\u306e\u4e88\u6e2c\u5b50\u5909\u6570\u306e\u76f8\u95a2\u6027\u304c\u9ad8\u3044\u5834\u5408\u306b\u767a\u751f\u3057\u307e\u3059\u3002 \u3053\u308c\u304c\u8d77\u3053\u308b\u3068\u3001\u7279\u5b9a\u306e\u30e2\u30c7\u30eb\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u306b\u3046\u307e\u304f [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-1199","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4e3b\u6210\u5206\u56de\u5e30\u306e\u6982\u8981<\/title>\n<meta name=\"description\" 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