{"id":849,"date":"2023-07-28T13:18:31","date_gmt":"2023-07-28T13:18:31","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b1%e1%86%af%e1%84%8f%e1%85%a9%e1%86%a8%e1%84%89%e1%85%b3%e1%86%ab-%e1%84%87%e1%85%ae%e1%84%92%e1%85%a9-%e1%84%89%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1-%e1%84%90%e1%85%a6%e1%84%89-5\/"},"modified":"2023-07-28T13:18:31","modified_gmt":"2023-07-28T13:18:31","slug":"%e1%84%8b%e1%85%b1%e1%86%af%e1%84%8f%e1%85%a9%e1%86%a8%e1%84%89%e1%85%b3%e1%86%ab-%e1%84%87%e1%85%ae%e1%84%92%e1%85%a9-%e1%84%89%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1-%e1%84%90%e1%85%a6%e1%84%89-5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b1%e1%86%af%e1%84%8f%e1%85%a9%e1%86%a8%e1%84%89%e1%85%b3%e1%86%ab-%e1%84%87%e1%85%ae%e1%84%92%e1%85%a9-%e1%84%89%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1-%e1%84%90%e1%85%a6%e1%84%89-5\/","title":{"rendered":"Python\uc5d0\uc11c wilcoxon \ubd80\ud638 \uc21c\uc704 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u110b\u1171\u11af\u110f\u1169\u11a8\u1109\u1173\u11ab-\u1107\u116e\u1112\u1169-\u1109\u116e\u11ab\u110b\u1171-\u1110\u1166\u1109\u1173\u1110\u1173\/\" target=\"_blank\" rel=\"noopener\">Wilcoxon Signed-Rank \uac80\uc815\uc740<\/a> <a href=\"https:\/\/statorials.org\/ko\/\u110a\u1161\u11bc\u110b\u1173\u11af-\u110b\u1175\u1105\u116e\u1102\u1173\u11ab-\u1109\u1162\u11b7\u1111\u1173\u11af-t-\u1110\u1166\u1109\u1173\u1110\u1173-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">\ub300\uc751\ud45c\ubcf8 t-\uac80\uc815<\/a> \uc758 \ube44\ubaa8\uc218\uc801 \ubc84\uc804\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub450 \ud45c\ubcf8 \uac04\uc758 \ucc28\uc774 \ubd84\ud3ec\uac00 \uc815\uaddc \ubd84\ud3ec\ub85c \uac04\uc8fc\ub420 \uc218 \uc5c6\ub294 \uacbd\uc6b0 \ub450 \ubaa8\uc9d1\ub2e8\uc758 \ud3c9\uade0 \uac04\uc5d0 \uc720\uc758\ud55c \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \uac80\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c Wilcoxon \ubd80\ud638 \uc21c\uc704 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <strong>\uc608: Python\uc758 Wilcoxon \ubd80\ud638 \uc21c\uc704 \ud14c\uc2a4\ud2b8<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\uc5f0\uad6c\uc790\ub4e4\uc740 \uc0c8\ub85c\uc6b4 \uc5f0\ub8cc \ucc98\ub9ac\ub85c \uc778\ud574 \ud2b9\uc815 \uc790\ub3d9\ucc28\uc758 \ud3c9\uade0 mpg\uac00 \ubcc0\uacbd\ub418\ub294\uc9c0 \uc54c\uace0 \uc2f6\uc5b4\ud569\ub2c8\ub2e4. \uc774\ub97c \ud14c\uc2a4\ud2b8\ud558\uae30 \uc704\ud574 \uadf8\ub4e4\uc740 \uc5f0\ub8cc \ucc98\ub9ac\uac00 \uc788\ub294 \ucc28\ub7c9\uacfc \uc5c6\ub294 \ucc28\ub7c9 12\ub300\uc758 mpg\ub97c \uce21\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ub2e8\uacc4\ub97c \uc0ac\uc6a9\ud558\uc5ec Python\uc5d0\uc11c Wilcoxon \ubd80\ud638 \uc21c\uc704 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uc5ec \ub450 \uadf8\ub8f9 \uac04\uc758 \ud3c9\uade0 mpg\uc5d0 \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1\ub2e8\uacc4: \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uba3c\uc800 \uac01 \uc790\ub3d9\ucc28 \uadf8\ub8f9\uc758 mpg \uac12\uc744 \ubcf4\uad00\ud558\ub294 \ub450 \uac1c\uc758 \ud14c\uc774\ube14\uc744 \ub9cc\ub4ed\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>group1 = [20, 23, 21, 25, 18, 17, 18, 24, 20, 24, 23, 19]\ngroup2 = [24, 25, 21, 22, 23, 18, 17, 28, 24, 27, 21, 23]<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: Wilcoxon \ubd80\ud638 \uc21c\uc704 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<p> \ub2e4\uc74c\uc73c\ub85c, scipy.stats \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.wilcoxon.html\" target=\"_blank\" rel=\"noopener\">wilcoxon() \ud568\uc218\ub97c<\/a> <span style=\"color: #000000;\">\uc0ac\uc6a9\ud558\uc5ec<\/span> <span style=\"color: #000000;\">\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 Wilcoxon \ubd80\ud638 \uc21c\uc704 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Wilcoxon(x, y, Alternative=&#8217;\ub450 \uc5bc\uad74&#8217;)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul data-slot-rendered-dynamic=\"true\">\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> \uadf8\ub8f9 1\uc758 \uc0d8\ud50c \uad00\uce21\uce58 \ud45c<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>y:<\/strong> \uadf8\ub8f9 2\uc758 \uc0d8\ud50c \uad00\uce21\uce58 \ud45c<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ub300\uc548:<\/strong> \ub300\ub9bd \uac00\uc124\uc744 \uc815\uc758\ud569\ub2c8\ub2e4. \uae30\ubcf8\uac12\uc740 &#8220;\uc591\uba74&#8221;\uc774\uc9c0\ub9cc \ub2e4\ub978 \uc635\uc158\uc5d0\ub294 &#8220;\ub354 \uc801\uac8c&#8221; \ubc0f &#8220;\ub354 \ud06c\uac8c&#8221;\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uad6c\uccb4\uc801\uc778 \uc608\uc5d0\uc11c \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> scipy.stats <span style=\"color: #107d3f;\">as<\/span> stats\n\n<span style=\"color: #008080;\">#perform the Wilcoxon-Signed Rank Test<\/span>\nstats.wilcoxon(group1, group2)\n\n(statistic=10.5, pvalue=0.044)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uac80\uc815 \ud1b5\uacc4\ub7c9\uc740 <strong>10.5<\/strong> \uc774\uace0 \ud574\ub2f9 \uc591\uce21 p-\uac12\uc740 <strong>0.044<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3\ub2e8\uacc4: \uacb0\uacfc\ub97c \ud574\uc11d\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uc608\uc5d0\uc11c Wilcoxon Signed-Rank \ud14c\uc2a4\ud2b8\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uadc0\ubb34 \uac00\uc124\uacfc \ub300\ub9bd \uac00\uc124\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> MPG\ub294 \ub450 \uadf8\ub8f9 \uc0ac\uc774\uc5d0\uc11c \ub3d9\uc77c\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> MPG\ub294 \ub450 \uadf8\ub8f9 \uc0ac\uc774\uc5d0 \ub3d9\uc77c <em>\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4<\/em><\/span><\/p>\n<p> <span style=\"color: #000000;\">p-\uac12( <strong>0.044<\/strong> )\uc774 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud569\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \ub450 \uadf8\ub8f9 \uc0ac\uc774\uc758 \uc2e4\uc81c \ud3c9\uade0 mpg\uac00 \ub3d9\uc77c\ud558\uc9c0 \uc54a\ub2e4\uace0 \ub9d0\ud560 \uc218 \uc788\ub294 \ucda9\ubd84\ud55c \uc99d\uac70\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Wilcoxon Signed-Rank \uac80\uc815\uc740 \ub300\uc751\ud45c\ubcf8 t-\uac80\uc815 \uc758 \ube44\ubaa8\uc218\uc801 \ubc84\uc804\uc785\ub2c8\ub2e4. \ub450 \ud45c\ubcf8 \uac04\uc758 \ucc28\uc774 \ubd84\ud3ec\uac00 \uc815\uaddc \ubd84\ud3ec\ub85c \uac04\uc8fc\ub420 \uc218 \uc5c6\ub294 \uacbd\uc6b0 \ub450 \ubaa8\uc9d1\ub2e8\uc758 \ud3c9\uade0 \uac04\uc5d0 \uc720\uc758\ud55c \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \uac80\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c Wilcoxon \ubd80\ud638 \uc21c\uc704 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \uc608: Python\uc758 Wilcoxon \ubd80\ud638 \uc21c\uc704 \ud14c\uc2a4\ud2b8 \uc5f0\uad6c\uc790\ub4e4\uc740 \uc0c8\ub85c\uc6b4 \uc5f0\ub8cc \ucc98\ub9ac\ub85c \uc778\ud574 \ud2b9\uc815 \uc790\ub3d9\ucc28\uc758 \ud3c9\uade0 mpg\uac00 [&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-849","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 Wilcoxon \ubd80\ud638 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