{"id":3024,"date":"2023-07-19T14:05:33","date_gmt":"2023-07-19T14:05:33","guid":{"rendered":"https:\/\/statorials.org\/ko\/python%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%aa%e1%86%ab-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3\/"},"modified":"2023-07-19T14:05:33","modified_gmt":"2023-07-19T14:05:33","slug":"python%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%aa%e1%86%ab-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/python%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%aa%e1%86%ab-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3\/","title":{"rendered":"Python\uc5d0\uc11c \uc0c1\uad00 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ub450 \ubcc0\uc218 \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \uc815\ub7c9\ud654\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \ub450 \ubcc0\uc218 \uc0ac\uc774\uc758 \uc120\ud615 \uc5f0\uad00\uc131\uc744 \uce21\uc815\ud558\ub294 <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1175\u110b\u1165\u1109\u1173\u11ab-\u1109\u1161\u11bc\u1100\u116a\u11ab-\u1100\u1168\u1109\u116e-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">Pearson \uc0c1\uad00 \uacc4\uc218\ub97c<\/a> \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4 <em>.<\/em><\/span><\/p>\n<p> <span style=\"color: #000000;\">\ud56d\uc0c1 -1\uacfc 1 \uc0ac\uc774\uc758 \uac12\uc744 \ucde8\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc11c:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>-1\uc740<\/strong> \uc644\ubcbd\ud558\uac8c \uc74c\uc758 \uc120\ud615 \uc0c1\uad00 \uad00\uacc4\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>0\uc740<\/strong> \uc120\ud615 \uc0c1\uad00\uad00\uacc4\uac00 \uc5c6\uc74c\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1\uc740<\/strong> \uc644\ubcbd\ud558\uac8c \uc591\uc758 \uc120\ud615 \uc0c1\uad00 \uad00\uacc4\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc0c1\uad00 \uacc4\uc218\uac00 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud55c\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub824\uba74 \ud574\ub2f9\ud558\ub294 t-\uc810\uc218\uc640 p-\uac12\uc744 \uacc4\uc0b0\ud558\uba74 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc0c1\uad00\uacc4\uc218(r)\uc758 t-\uc810\uc218\ub97c \uacc4\uc0b0\ud558\ub294 \uacf5\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>t<\/strong> = r * \u221a <span style=\"border-top: 1px solid black;\">n-2<\/span> \/ \u221a <span style=\"border-top: 1px solid black;\">1-r <sup>2<\/sup><\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7f0 \ub2e4\uc74c p-\uac12\uc740 \uc790\uc720\ub3c4\uac00 n-2\uc778 t-\ubd84\ud3ec\uc5d0 \ud574\ub2f9\ud558\ub294 \uc591\uce21 p-\uac12\uc73c\ub85c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: Python\uc758 \uc0c1\uad00\uad00\uacc4 \ud14c\uc2a4\ud2b8<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub450 \ubcc0\uc218 \uc0ac\uc774\uc758 \uc0c1\uad00 \uacc4\uc218\uac00 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud55c\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub824\uba74 <strong>SciPy<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <strong>pearsonr<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Python\uc5d0\uc11c \uc0c1\uad00 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud568\uc218\ub294 \ub450 \ubcc0\uc218 \uac04\uc758 \uc0c1\uad00 \uacc4\uc218\uc640 \uc591\uce21 p-\uac12\uc744 \ubc18\ud658\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4 Python\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc740 \ub450 \uac1c\uc758 \ud14c\uc774\ube14\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create two arrays\n<\/span>x = [3, 4, 4, 5, 7, 8, 10, 12, 13, 15]\ny = [2, 4, 4, 5, 4, 7, 8, 19, 14, 10]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>pearsonr<\/strong> \ud568\uc218\ub97c \uac00\uc838\uc640 \ub450 \ud14c\uc774\ube14 \uac04\uc758 Pearson \uc0c1\uad00 \uacc4\uc218\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> . <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> pearsonr\n\n<span style=\"color: #008080;\">#calculation correlation coefficient and p-value between x and y<\/span>\npearsonr(x, y)\n\n(0.8076177030748631, 0.004717255828132089)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\ud53c\uc5b4\uc2a8 \uc0c1\uad00\uacc4\uc218(r): <strong>0.8076<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc591\uce21 p-\uac12: <strong>0.0047<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc0c1\uad00\uacc4\uc218\ub294 1\uc5d0 \uac00\uae4c\uc6b0\uba70, \uc774\ub294 \ub450 \ubcc0\uc218 \uc0ac\uc774\uc5d0 \uac15\ud55c \uc591\uc758 \uc5f0\uad00\uc131\uc774 \uc788\uc74c\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub9ac\uace0 \ud574\ub2f9 p-\uac12\uc774 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c \ub450 \ubcc0\uc218 \uc0ac\uc774\uc5d0 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \uc5f0\uad00\uc131\uc774 \uc788\ub2e4\uace0 \uacb0\ub860\uc744 \ub0b4\ub9bd\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ud53c\uc5b4\uc2a8<\/strong> \ud568\uc218\uc5d0\uc11c \uac1c\ubcc4 \uc0c1\uad00 \uacc4\uc218\uc640 p-\uac12\uc744 \ucd94\ucd9c\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#extract correlation coefficient (rounded to 4 decimal places)<\/span>\nr = round(pearsonr(x, y)[ <span style=\"color: #008000;\">0<\/span> ], 4)\n\n<span style=\"color: #008000;\">print<\/span> (r)\n\n0.8076\n\n<span style=\"color: #008080;\">#extract p-value (rounded to 4 decimal places)<\/span> \np = round(pearsonr(x, y)[ <span style=\"color: #008000;\">1<\/span> ], 4)\n\n<span style=\"color: #008000;\">print<\/span> (p) \n\n0.0047\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774 \uac12\uc740 \uc6d0\ub798 <strong>pearsonr<\/strong> \ud568\uc218\uc758 \ucd9c\ub825\uc5d0 \ube44\ud574 \uc77d\uae30\uac00 \uc870\uae08 \ub354 \uc27d\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc0c1\uad00 \uacc4\uc218\uc5d0 \ub300\ud55c \ucd94\uac00 \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1175\u110b\u1165\u1109\u1173\u11ab-\u1109\u1161\u11bc\u1100\u116a\u11ab-\u1100\u1168\u1109\u116e-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ud53c\uc5b4\uc2a8 \uc0c1\uad00 \uacc4\uc218 \uc18c\uac1c<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\" target=\"_blank\" rel=\"noopener\">&#8220;\uac15\ud55c&#8221; \uc0c1\uad00\uad00\uacc4\ub85c \uac04\uc8fc\ub418\ub294 \uac83\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1175\u110b\u1165\u1109\u1173\u11ab-\u1109\u1161\u11bc\u1100\u116a\u11ab-\u1100\u1161\u1109\u1165\u11af\/\" target=\"_blank\" rel=\"noopener\">\ud53c\uc5b4\uc2a8\uc758 \uc0c1\uad00\uad00\uacc4\uc5d0 \ub300\ud55c \ub2e4\uc12f \uac00\uc9c0 \uac00\uc124<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub450 \ubcc0\uc218 \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \uc815\ub7c9\ud654\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \ub450 \ubcc0\uc218 \uc0ac\uc774\uc758 \uc120\ud615 \uc5f0\uad00\uc131\uc744 \uce21\uc815\ud558\ub294 Pearson \uc0c1\uad00 \uacc4\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4 . \ud56d\uc0c1 -1\uacfc 1 \uc0ac\uc774\uc758 \uac12\uc744 \ucde8\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc11c: -1\uc740 \uc644\ubcbd\ud558\uac8c \uc74c\uc758 \uc120\ud615 \uc0c1\uad00 \uad00\uacc4\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4. 0\uc740 \uc120\ud615 \uc0c1\uad00\uad00\uacc4\uac00 \uc5c6\uc74c\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. 1\uc740 \uc644\ubcbd\ud558\uac8c \uc591\uc758 \uc120\ud615 \uc0c1\uad00 \uad00\uacc4\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc0c1\uad00 \uacc4\uc218\uac00 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud55c\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub824\uba74 \ud574\ub2f9\ud558\ub294 t-\uc810\uc218\uc640 p-\uac12\uc744 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-3024","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python\uc5d0\uc11c \uc0c1\uad00\uad00\uacc4 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - \ud1b5\uacc4<\/title>\n<meta name=\"description\" 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