{"id":1065,"date":"2023-07-27T19:03:03","date_gmt":"2023-07-27T19:03:03","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%89%e1%85%b5%e1%86%af%e1%84%92%e1%85%a2%e1%86%bc\/"},"modified":"2023-07-27T19:03:03","modified_gmt":"2023-07-27T19:03:03","slug":"%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%89%e1%85%b5%e1%86%af%e1%84%92%e1%85%a2%e1%86%bc","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%89%e1%85%b5%e1%86%af%e1%84%92%e1%85%a2%e1%86%bc\/","title":{"rendered":"Python\uc5d0\uc11c \ub7f0\ud0c0\uc784 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\uc2e4\ud589 \ud14c\uc2a4\ud2b8\ub294<\/strong> \ub370\uc774\ud130 \uc138\ud2b8\uac00 \ubb34\uc791\uc704 \ud504\ub85c\uc138\uc2a4\uc5d0\uc11c \ub098\uc628 \uac83\uc778\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uac80\uc815\uc758 \uadc0\ubb34\uac00\uc124\uacfc \ub300\ub9bd\uac00\uc124\uc740 \ub2e4\uc74c\uacfc<\/span> <span style=\"color: #000000;\">\uac19\uc2b5\ub2c8\ub2e4<\/span> <a href=\"https:\/\/statorials.org\/ko\/\u1100\u1161\u1109\u1165\u11af-\u1100\u1165\u11b7\u110c\u1165\u11bc-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">.<\/a><\/p>\n<p> <span style=\"color: #000000;\">H <sub>0<\/sub> (null): \ub370\uc774\ud130\uac00 \ubb34\uc791\uc704\ub85c \uc0dd\uc131\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">H <sub>a<\/sub> (\ub300\uccb4): \ub370\uc774\ud130\uac00 \ubb34\uc791\uc704\ub85c \uc0dd\uc131\ub418\uc9c0 <em>\uc54a\uc558\uc2b5\ub2c8\ub2e4<\/em> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \ud14c\uc2a4\ud2b8 \uc2e4\ud589\uc744 \uc218\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub450 \uac00\uc9c0 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: Python\uc5d0\uc11c \ud14c\uc2a4\ud2b8 \uc2e4\ud589<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 <strong>statsmodels<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <a href=\"https:\/\/www.statsmodels.org\/stable\/generated\/statsmodels.sandbox.stats.runs.runstest_1samp.html?highlight=runstest#statsmodels.sandbox.stats.runs.runstest_1samp\" target=\"_blank\" rel=\"noopener noreferrer\">runtest_1samp()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Python\uc5d0\uc11c \ud2b9\uc815 \ub370\uc774\ud130\uc138\ud2b8\uc5d0 \ub300\ud574 \ud14c\uc2a4\ud2b8 \uc2e4\ud589\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>runtest_1samp(x, \ucef7\uc624\ud504=&#8217;\ud3c9\uade0&#8217;, \uc218\uc815=True)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> \ub370\uc774\ud130 \uac12\uc758 \ubc30\uc5f4<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ucef7\uc624\ud504(cutoff):<\/strong> \ub370\uc774\ud130\ub97c \ud070 \uac12\uacfc \uc791\uc740 \uac12\uc73c\ub85c \ub098\ub204\ub294 \ub370 \uc0ac\uc6a9\ud558\ub294 \uc784\uacc4\uac12\uc785\ub2c8\ub2e4. \uae30\ubcf8\uac12\uc740 &#8220;\ud3c9\uade0&#8221;\uc774\uc9c0\ub9cc &#8220;\uc911\uc559\uac12&#8221;\uc744 \ub300\uc548\uc73c\ub85c \uc9c0\uc815\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc218\uc815:<\/strong> \uc0d8\ud50c \ud06c\uae30\uac00 50 \ubbf8\ub9cc\uc778 \uacbd\uc6b0 \uc774 \uae30\ub2a5\uc740 \uc218\uc815\uc73c\ub85c 0.5\ub97c \ube8d\ub2c8\ub2e4. False\ub97c \uc9c0\uc815\ud558\uc5ec \uc774 \uc218\uc815 \uc0ac\ud56d\uc744 \ube44\ud65c\uc131\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774 \ud568\uc218\ub294 az \uac80\uc815 \ud1b5\uacc4\ub7c9\uacfc \ud574\ub2f9 p-\uac12\uc744 \ucd9c\ub825\uc73c\ub85c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 Python\uc5d0\uc11c \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud14c\uc2a4\ud2b8 \uc2e4\ud589\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> statsmodels. <span style=\"color: #3366ff;\">sandbox<\/span> . <span style=\"color: #3366ff;\">stats<\/span> . <span style=\"color: #3366ff;\">runs<\/span> <span style=\"color: #008000;\">import<\/span> runstest_1samp \n\n<span style=\"color: #008080;\">#create dataset<\/span>\ndata = [12, 16, 16, 15, 14, 18, 19, 21, 13, 13]\n\n<span style=\"color: #008080;\">#Perform Runs test\n<\/span>runstest_1samp(data, correction= <span style=\"color: #008000;\">False<\/span> )\n\n(-0.6708203932499369, 0.5023349543605021)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">z-test \ud1b5\uacc4\ub294 <strong>-0.67082<\/strong> \uc774\uace0 \ud574\ub2f9 p-\uac12\uc740 <strong>0.50233<\/strong> \uc785\ub2c8\ub2e4. \uc774 p-\uac12\uc740 \u03b1 = 0.05 \uc774\uc0c1\uc774\ubbc0\ub85c \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\uac00 \ubb34\uc791\uc704\ub85c \uc0dd\uc131\ub418\uc5c8\ub2e4\uace0 \ub9d0\ud560 \uc218 \uc788\ub294 \ucda9\ubd84\ud55c \uc99d\uac70\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : \uc774 \uc608\uc5d0\uc11c\ub294 \ud14c\uc2a4\ud2b8 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud560 \ub54c \uc218\uc815\uc744 \ube44\ud65c\uc131\ud654\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1166\u1109\u1165-\u1110\u1166\u1109\u1173\u1110\u1173-\u1109\u1175\u11af\u1112\u1162\u11bc\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ud14c\uc2a4\ud2b8\ub97c \uc2e4\ud589\ud560 \ub54c \uc218\uc815 \uc0ac\ud56d\uc744 \uc0ac\uc6a9\ud558\uc9c0 \uc54a\ub294 R\uc5d0\uc11c \ud14c\uc2a4\ud2b8 \uc2e4\ud589\uc744<\/a> \uc218\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uacf5\uc2dd\uacfc \uc77c\uce58\ud569\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc2e4\ud589 \ud14c\uc2a4\ud2b8\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \ubb34\uc791\uc704 \ud504\ub85c\uc138\uc2a4\uc5d0\uc11c \ub098\uc628 \uac83\uc778\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\uc785\ub2c8\ub2e4. \uac80\uc815\uc758 \uadc0\ubb34\uac00\uc124\uacfc \ub300\ub9bd\uac00\uc124\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4 . H 0 (null): \ub370\uc774\ud130\uac00 \ubb34\uc791\uc704\ub85c \uc0dd\uc131\ub418\uc5c8\uc2b5\ub2c8\ub2e4. H a (\ub300\uccb4): \ub370\uc774\ud130\uac00 \ubb34\uc791\uc704\ub85c \uc0dd\uc131\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4 . \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \ud14c\uc2a4\ud2b8 \uc2e4\ud589\uc744 \uc218\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub450 \uac00\uc9c0 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \uc608: Python\uc5d0\uc11c \ud14c\uc2a4\ud2b8 \uc2e4\ud589 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 [&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-1065","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 \ud14c\uc2a4\ud2b8\ub97c \uc2e4\ud589\ud558\ub294 \ubc29\ubc95 - 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