{"id":865,"date":"2023-07-28T12:03:55","date_gmt":"2023-07-28T12:03:55","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%86%af%e1%84%87%e1%85%ae-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba\/"},"modified":"2023-07-28T12:03:55","modified_gmt":"2023-07-28T12:03:55","slug":"%e1%84%8b%e1%85%b5%e1%86%af%e1%84%87%e1%85%ae-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%86%af%e1%84%87%e1%85%ae-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba\/","title":{"rendered":"Python\uc5d0\uc11c qq \ud50c\ub86f\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">&#8220;\ubd84\uc704\uc218-\ubd84\uc704\uc218&#8221;\uc758 \uc57d\uc790\uc778 <strong>QQ \ud50c\ub86f\uc740<\/strong> \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc7a0\uc7ac\uc801\uc73c\ub85c \uc774\ub860\uc801 \ubd84\ud3ec\uc5d0\uc11c \ub098\uc624\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub300\ubd80\ubd84\uc758 \uacbd\uc6b0 \uc774\ub7ec\ud55c \uc720\ud615\uc758 \ub3c4\ud45c\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub974\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\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 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c QQ \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: Python\uc758 QQ \ud50c\ub86f<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uacfc \uac19\uc740 100\uac1c \uac12\uc758 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create dataset with 100 values that follows a normal distribution\n<\/span>np.random.seed(0)\ndata = np.random.normal(0,1, 1000)\n\n<span style=\"color: #008080;\">#view first 10 values\n<\/span>data[:10] \n\narray([ 1.76405235, 0.40015721, 0.97873798, 2.2408932 , 1.86755799,\n       -0.97727788, 0.95008842, -0.15135721, -0.10321885, 0.4105985 ])<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774 \ub370\uc774\ud130\uc138\ud2b8\uc5d0 \ub300\ud55c QQ \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\ub824\uba74 statsmodels \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <a href=\"https:\/\/www.statsmodels.org\/stable\/generated\/statsmodels.graphics.gofplots.qqplot.html\" target=\"_blank\" rel=\"noopener\">qqplot() \ud568\uc218\ub97c<\/a> \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\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<span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create QQ plot with 45-degree line added to plot<\/span>\nfig = sm.qqplot(data, line='45')\nplt.show()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9410 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/qqplotpython1.png\" alt=\"Python\uc758 QQ \ud50c\ub86f\" width=\"417\" height=\"275\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">QQ \ud50c\ub86f\uc5d0\uc11c x\ucd95\uc740 <strong>\uc774\ub860\uc801 \ubd84\uc704\uc218\ub97c<\/strong> \ud45c\uc2dc\ud569\ub2c8\ub2e4. \uc989, \uc2e4\uc81c \ub370\uc774\ud130\ub97c \ud45c\uc2dc\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub978 \uacbd\uc6b0 \ub370\uc774\ud130\uc758 \uc704\uce58\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Y\ucd95\uc5d0\ub294 <strong>\ud604\uc7ac \ub370\uc774\ud130\uac00<\/strong> \ud45c\uc2dc\ub429\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130 \uac12\uc774 45\ub3c4 \uac01\ub3c4\ub85c \ub300\ub7b5 \uc9c1\uc120\uc744 \ub530\ub978\ub2e4\uba74 \ub370\uc774\ud130\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub978\ub2e4\ub294 \uc758\ubbf8\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc704\uc758 QQ \ud50c\ub86f\uc5d0\uc11c \ub370\uc774\ud130 \uac12\uc774 45\ub3c4\ub97c \ubc00\uc811\ud558\uac8c \ub530\ub974\ub294 \uacbd\ud5a5\uc774 \uc788\uc74c\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \uc774\ub8f0 \uac00\ub2a5\uc131\uc774 \uc788\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. <a href=\"https:\/\/numpy.org\/doc\/stable\/reference\/random\/generated\/numpy.random.normal.html\" target=\"_blank\" rel=\"noopener\">numpy.random.normal() \ud568\uc218\ub97c<\/a> \uc0ac\uc6a9\ud558\uc5ec 100\uac1c\uc758 \ub370\uc774\ud130 \uac12\uc744 \uc0dd\uc131\ud588\uae30 \ub54c\ubb38\uc5d0 \uc774\ub294 \ub180\ub77c\uc6b4 \uc77c\uc774 \uc544\ub2d9\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub300\uc2e0, \uade0\uc77c\ud558\uac8c \ubd84\ud3ec\ub41c 100\uac1c\uc758 \uac12\uc73c\ub85c \uad6c\uc131\ub41c \ub370\uc774\ud130\uc138\ud2b8\ub97c \uc0dd\uc131\ud558\uace0 \ud574\ub2f9 \ub370\uc774\ud130\uc138\ud2b8\uc5d0 \ub300\ud55c QQ \ud50c\ub86f\uc744 \uc0dd\uc131\ud588\ub294\uc9c0 \uc0dd\uac01\ud574 \ubcf4\uc138\uc694.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataset of 100 uniformly distributed values<\/span>\ndata = np.random.uniform(0,1, 1000)\n\n<span style=\"color: #008080;\">#generate QQ plot for the dataset\n<\/span>fig = sm.qqplot(data, line='45')\nplt.show()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9412 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/qqplotpython2.png\" alt=\"matplotlib\ub97c \uc0ac\uc6a9\ud558\uc5ec Python\uc5d0\uc11c \uc9c1\uc120\uc73c\ub85c QQ \ud50c\ub86f\" width=\"418\" height=\"281\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub370\uc774\ud130 \uac12\uc740 \uba85\ud655\ud558\uac8c 45\ub3c4 \ube68\uac04\uc0c9 \uc120\uc744 \ub530\ub974\uc9c0 \uc54a\uc73c\uba70 \uc774\ub294 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub974\uc9c0 \uc54a\uc74c\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>QQ \ud50c\ub86f\uc5d0 \ub300\ud55c \ucc38\uace0 \uc0ac\ud56d<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">QQ \ud50c\ub86f\uc5d0 \ub300\ud55c \ub2e4\uc74c \ucc38\uace0 \uc0ac\ud56d\uc744 \uc5fc\ub450\uc5d0 \ub450\uc2ed\uc2dc\uc624.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">QQ \ud50c\ub86f\uc740 \uacf5\uc2dd\uc801\uc778 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\ub294 \uc544\ub2c8\uc9c0\ub9cc \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub974\ub294\uc9c0 \uc5ec\ubd80\ub97c \uc2dc\uac01\uc801\uc73c\ub85c \ud655\uc778\ud560 \uc218 \uc788\ub294 \uac04\ub2e8\ud55c \ubc29\ubc95\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">QQ \ud50c\ub86f\uacfc <a href=\"https:\/\/en.wikipedia.org\/wiki\/P%E2%80%93P_plot\" target=\"_blank\" rel=\"noopener\">PP \ud50c\ub86f\uc744 \ud63c\ub3d9\ud558\uc9c0 \uc54a\ub3c4\ub85d \uc8fc\uc758\ud558\uc138\uc694. PP \ud50c\ub86f<\/a> \uc740 \ubd84\ud3ec\uc758 \uaf2c\ub9ac\uc5d0 \ud574\ub2f9\ud558\ub294 \ub370\uc774\ud130 \uac12\uc744 \ubd84\uc11d\ud558\ub294 \ub370 \ub35c \uc77c\ubc18\uc801\uc774\uace0 \ub35c \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><em><a href=\"https:\/\/statorials.org\/ko\/\u1110\u1169\u11bc\u1100\u1168\u1112\u1161\u11a8\u110b\u1173\u11ab-\u1100\u1161\u11ab\u1103\u1161\u11ab\u1112\u1161\u1100\u1169-\u110c\u1175\u11a8\u110c\u1165\u11b8\u110c\u1165\u11a8\u110b\u1175\u11ab-\u1107\u1161\u11bc\u1107\u1165\u11b8\u110b\u1173\u1105\u1169-\u1100\u1162\u1102\u1167\u11b7\u110b\u1173\u11af-\u1109\u1165\u11af\u1106\u1167\u11bc\u1112\u1161\u1106\u1173\u1105\u1169-\u1110\u1169\u11bc\u1100\u1168\u1105\u1173\u11af-\u1103\u1165-\u1109\u1171\u11b8\u1100\u1166-\u1107\u1162\u110b\u116e\u11af-\u1109\u116e-\u110b\u1175\u11bb\u1109\u1173\u11b8\u1102\u1175\u1103\u1161.\/\">\uc5ec\uae30\uc5d0\uc11c<\/a> \ub354 \ub9ce\uc740 Python \ud29c\ud1a0\ub9ac\uc5bc\uc744 \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;\ubd84\uc704\uc218-\ubd84\uc704\uc218&#8221;\uc758 \uc57d\uc790\uc778 QQ \ud50c\ub86f\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc7a0\uc7ac\uc801\uc73c\ub85c \uc774\ub860\uc801 \ubd84\ud3ec\uc5d0\uc11c \ub098\uc624\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uacbd\uc6b0 \uc774\ub7ec\ud55c \uc720\ud615\uc758 \ub3c4\ud45c\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub974\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c QQ \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \uc608: Python\uc758 QQ \ud50c\ub86f \ub2e4\uc74c\uacfc \uac19\uc740 100\uac1c \uac12\uc758 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4. import numpy as [&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-865","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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