{"id":1102,"date":"2023-07-27T15:57:43","date_gmt":"2023-07-27T15:57:43","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/"},"modified":"2023-07-27T15:57:43","modified_gmt":"2023-07-27T15:57:43","slug":"%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/","title":{"rendered":"Python\uc5d0\uc11c ljung-box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Ljung-Box \uac80\uc815\uc740<\/strong> \uc2dc\uacc4\uc5f4\uc5d0 \uc790\uae30 \uc0c1\uad00\uc774 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ud1b5\uacc4 \uac80\uc815\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uacfc \uac19\uc740 \uac00\uc815\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> \uc794\ucc28\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubd84\ud3ec\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> \uc794\ucc28\ub294 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubd84\ubc30\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uadf8\ub4e4\uc740 \uacc4\uc5f4 \uc0c1\uad00\uad00\uacc4\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\uc0c1\uc801\uc73c\ub85c\ub294 \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud558\uc9c0 \uc54a\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \uc989, \ud14c\uc2a4\ud2b8\uc758 p-\uac12\uc774 0.05\ubcf4\ub2e4 \ucee4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub294 \uc2dc\uacc4\uc5f4 \ubaa8\ub378\uc758 \uc794\ucc28\uac00 \ub3c5\ub9bd\uc801\uc774\ub77c\ub294 \uac83\uc744 \uc758\ubbf8\ud558\uba70, \uc774\ub294 \uc885\uc885 \ubaa8\ub378\uc744 \uc0dd\uc131\ud560 \ub54c \uac00\uc815\ud558\ub294 \uac00\uc815\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: Python\uc758 Ljung-Box \ud14c\uc2a4\ud2b8<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Python\uc758 \ub370\uc774\ud130 \uc2dc\ub9ac\uc988\uc5d0 \ub300\ud574 Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub824\uba74 \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.stats.diagnostic.acorr_ljungbox.html\" target=\"_blank\" rel=\"noopener noreferrer\">acorr_ljungbox()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>acorr_ljungbox(x, \uc624\ud504\uc14b=\uc5c6\uc74c)<\/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 \uc2dc\ub9ac\uc988<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>lags:<\/strong> \ud14c\uc2a4\ud2b8\ud560 \uc9c0\uc5f0 \uc218<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774 \ud568\uc218\ub294 \uac80\uc815 \ud1b5\uacc4\ub7c9\uacfc \ud574\ub2f9 p-\uac12\uc744 \ubc18\ud658\ud569\ub2c8\ub2e4. p-\uac12\uc774 \ud2b9\uc815 \uc784\uacc4\uac12(\uc608: \u03b1 = 0.05)\ubcf4\ub2e4 \ub0ae\uc73c\uba74 \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \uc794\ucc28\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubd84\ud3ec\ub418\uc9c0 \uc54a\ub294\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec &#8220;SUNACTIVITY&#8221;\ub77c\ub294 \ub0b4\uc7a5 statsmodels \ub370\uc774\ud130\uc138\ud2b8\uc5d0 \ub300\ud574 Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \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: #107d3f;\">import<\/span> statsmodels.api <span style=\"color: #107d3f;\">as<\/span> sm\n\n<span style=\"color: #008080;\">#load data series<\/span>\ndata = sm.datasets.sunspots.load_pandas().data\n\n<span style=\"color: #008080;\">#view first ten rows of data series<\/span> \ndata[:5]\n\nYEAR SUNACTIVITY\n0 1700.0 5.0\n1 1701.0 11.0\n2 1702.0 16.0\n3 1703.0 23.0\n4 1704.0 36.0\n\n<span style=\"color: #008080;\">#fit ARMA model to dataset\n<\/span>res = sm. <span style=\"color: #3366ff;\">tsa<\/span> . <span style=\"color: #3366ff;\">ARMA<\/span> (data[\" <span style=\"color: #993300;\">SUNACTIVITY<\/span> \"],(1,1)). <span style=\"color: #3366ff;\">fit<\/span> (disp=-1)\n\n<span style=\"color: #008080;\">#perform Ljung-Box test on residuals with lag=5<\/span>\nsm. <span style=\"color: #3366ff;\">stats<\/span> . <span style=\"color: #3366ff;\">acorr_ljungbox<\/span> (res. <span style=\"color: #3366ff;\">resid<\/span> , lags=[5], return_df= <span style=\"color: #008000;\">True<\/span> )\n\n          lb_stat lb_pvalue\n5 107.86488 1.157710e-21<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uac80\uc815 \ud1b5\uacc4\ub7c9\uc740 <strong>107.86488<\/strong> \uc774\uace0 \uac80\uc815 p-\uac12\uc740 <strong>1.157710e-21<\/strong> \ub85c 0.05\ubcf4\ub2e4 \ud6e8\uc52c \uc791\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uac80\uc815\uc758 \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \uc794\ucc28\uac00 \ub3c5\ub9bd\uc801\uc774\uc9c0 \uc54a\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9bd\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uc608\uc5d0\uc11c\ub294 \uc624\ud504\uc14b \uac12 5\ub97c \uc0ac\uc6a9\ud558\ub3c4\ub85d \uc120\ud0dd\ud588\uc9c0\ub9cc \uc624\ud504\uc14b\uc5d0 \uc0ac\uc6a9\ud558\ub824\ub294 \uac12\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uac12 20\uc744 \ub300\uc2e0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#perform Ljung-Box test on residuals with lag=20<\/span>\nsm. <span style=\"color: #3366ff;\">stats<\/span> . <span style=\"color: #3366ff;\">acorr_ljungbox<\/span> (res. <span style=\"color: #3366ff;\">resid<\/span> , lags=[20], return_df= <span style=\"color: #008000;\">True<\/span> )\n\n           lb_stat lb_pvalue\n20 343.634016 9.117477e-61<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ud14c\uc2a4\ud2b8\uc758 \ud14c\uc2a4\ud2b8 \ud1b5\uacc4\ub7c9\uc740 <strong>343.634016<\/strong> \uc774\uace0 \ud14c\uc2a4\ud2b8\uc758 p-\uac12\uc740 <strong>9.117477e-61<\/strong> \ub85c 0.05\ubcf4\ub2e4 \ud6e8\uc52c \uc791\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc6b0\ub9ac\ub294 \uac80\uc815\uc758 \uadc0\ubb34 \uac00\uc124\uc744 \ub2e4\uc2dc \ud55c \ubc88 \uae30\uac01\ud558\uace0 \uc794\ucc28\uac00 \ub3c5\ub9bd\uc801\uc774\uc9c0 \uc54a\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9bd\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ud2b9\uc815 \uc0c1\ud669\uc5d0 \ub530\ub77c \uc624\ud504\uc14b\uc5d0 \uc0ac\uc6a9\ud560 \ub354 \ub0ae\uac70\ub098 \ub192\uc740 \uac12\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ljung-Box \uac80\uc815\uc740 \uc2dc\uacc4\uc5f4\uc5d0 \uc790\uae30 \uc0c1\uad00\uc774 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ud1b5\uacc4 \uac80\uc815\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \uac00\uc815\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. H 0 : \uc794\ucc28\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubd84\ud3ec\ub429\ub2c8\ub2e4. H A : \uc794\ucc28\ub294 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubd84\ubc30\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uadf8\ub4e4\uc740 \uacc4\uc5f4 \uc0c1\uad00\uad00\uacc4\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc774\uc0c1\uc801\uc73c\ub85c\ub294 \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud558\uc9c0 \uc54a\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \uc989, \ud14c\uc2a4\ud2b8\uc758 p-\uac12\uc774 0.05\ubcf4\ub2e4 \ucee4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub294 \uc2dc\uacc4\uc5f4 \ubaa8\ub378\uc758 \uc794\ucc28\uac00 \ub3c5\ub9bd\uc801\uc774\ub77c\ub294 \uac83\uc744 \uc758\ubbf8\ud558\uba70, \uc774\ub294 \uc885\uc885 \ubaa8\ub378\uc744 \uc0dd\uc131\ud560 \ub54c [&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-1102","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 Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc81c\uc640 \ud568\uaed8 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ko\/\u110b\u1172\u11bc-\u1107\u1161\u11a8\u1109\u1173-\u1110\u1166\u1109\u1173\u1110\u1173-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\" \/>\n<meta property=\"og:description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc81c\uc640 \ud568\uaed8 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ko\/\u110b\u1172\u11bc-\u1107\u1161\u11a8\u1109\u1173-\u1110\u1166\u1109\u1173\u1110\u1173-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T15:57:43+00:00\" \/>\n<meta name=\"author\" content=\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/\",\"url\":\"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/\",\"name\":\"Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ko\/#website\"},\"datePublished\":\"2023-07-27T15:57:43+00:00\",\"dateModified\":\"2023-07-27T15:57:43+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4\"},\"description\":\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc81c\uc640 \ud568\uaed8 \uc124\uba85\ud569\ub2c8\ub2e4.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\uc9d1\",\"item\":\"https:\/\/statorials.org\/ko\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Python\uc5d0\uc11c ljung-box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/ko\/#website\",\"url\":\"https:\/\/statorials.org\/ko\/\",\"name\":\"Statorials\",\"description\":\"\ud1b5\uacc4 \ud65c\uc6a9 \ub2a5\ub825\uc744 \uc704\ud55c \uac00\uc774\ub4dc!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/ko\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4\",\"name\":\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/statorials.org\/ko\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\"},\"description\":\"\uc548\ub155\ud558\uc138\uc694. \uc800\ub294 \ud1b5\uacc4\ud559 \uad50\uc218\ub97c \ud1f4\uc9c1\ud558\uace0 \uc804\uc784 \ud1b5\uacc4 \uad50\uc0ac\ub85c \ubcc0\uc2e0\ud55c \ubca4\uc790\ubbfc\uc785\ub2c8\ub2e4. \ud1b5\uacc4 \ubd84\uc57c\uc758 \uad11\ubc94\uc704\ud55c \uacbd\ud5d8\uacfc \uc804\ubb38 \uc9c0\uc2dd\uc744 \ubc14\ud0d5\uc73c\ub85c Statorials\ub97c \ud1b5\ud574 \ud559\uc0dd\ub4e4\uc5d0\uac8c \ud798\uc744 \uc2e4\uc5b4\uc8fc\uae30 \uc704\ud574 \uc9c0\uc2dd\uc744 \uacf5\uc720\ud558\uace0 \uc2f6\uc2b5\ub2c8\ub2e4. \ub354 \uc54c\uc544\ubcf4\uae30\",\"sameAs\":[\"https:\/\/statorials.org\/ko\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4","description":"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc81c\uc640 \ud568\uaed8 \uc124\uba85\ud569\ub2c8\ub2e4.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/ko\/\u110b\u1172\u11bc-\u1107\u1161\u11a8\u1109\u1173-\u1110\u1166\u1109\u1173\u1110\u1173-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/","og_locale":"ko_KR","og_type":"article","og_title":"Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4","og_description":"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc81c\uc640 \ud568\uaed8 \uc124\uba85\ud569\ub2c8\ub2e4.","og_url":"https:\/\/statorials.org\/ko\/\u110b\u1172\u11bc-\u1107\u1161\u11a8\u1109\u1173-\u1110\u1166\u1109\u1173\u1110\u1173-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/","og_site_name":"Statorials","article_published_time":"2023-07-27T15:57:43+00:00","author":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8","twitter_card":"summary_large_image","twitter_misc":{"Written by":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8","Est. reading time":"1\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/","url":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/","name":"Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4","isPartOf":{"@id":"https:\/\/statorials.org\/ko\/#website"},"datePublished":"2023-07-27T15:57:43+00:00","dateModified":"2023-07-27T15:57:43+00:00","author":{"@id":"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4"},"description":"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c Ljung-Box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc81c\uc640 \ud568\uaed8 \uc124\uba85\ud569\ub2c8\ub2e4.","breadcrumb":{"@id":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b2%e1%86%bc-%e1%84%87%e1%85%a1%e1%86%a8%e1%84%89%e1%85%b3-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\uc9d1","item":"https:\/\/statorials.org\/ko\/"},{"@type":"ListItem","position":2,"name":"Python\uc5d0\uc11c ljung-box \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/ko\/#website","url":"https:\/\/statorials.org\/ko\/","name":"Statorials","description":"\ud1b5\uacc4 \ud65c\uc6a9 \ub2a5\ub825\uc744 \uc704\ud55c \uac00\uc774\ub4dc!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/ko\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ko-KR"},{"@type":"Person","@id":"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4","name":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/statorials.org\/ko\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8"},"description":"\uc548\ub155\ud558\uc138\uc694. \uc800\ub294 \ud1b5\uacc4\ud559 \uad50\uc218\ub97c \ud1f4\uc9c1\ud558\uace0 \uc804\uc784 \ud1b5\uacc4 \uad50\uc0ac\ub85c \ubcc0\uc2e0\ud55c \ubca4\uc790\ubbfc\uc785\ub2c8\ub2e4. \ud1b5\uacc4 \ubd84\uc57c\uc758 \uad11\ubc94\uc704\ud55c \uacbd\ud5d8\uacfc \uc804\ubb38 \uc9c0\uc2dd\uc744 \ubc14\ud0d5\uc73c\ub85c Statorials\ub97c \ud1b5\ud574 \ud559\uc0dd\ub4e4\uc5d0\uac8c \ud798\uc744 \uc2e4\uc5b4\uc8fc\uae30 \uc704\ud574 \uc9c0\uc2dd\uc744 \uacf5\uc720\ud558\uace0 \uc2f6\uc2b5\ub2c8\ub2e4. \ub354 \uc54c\uc544\ubcf4\uae30","sameAs":["https:\/\/statorials.org\/ko"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/posts\/1102","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/comments?post=1102"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/posts\/1102\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/media?parent=1102"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/categories?post=1102"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/tags?post=1102"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}