{"id":2237,"date":"2023-07-23T03:04:58","date_gmt":"2023-07-23T03:04:58","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%8b%e1%85%b3%e1%84%85%e1%85%a9-%e1%84%83%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%90%e1%85%a5-%e1%84%87%e1%85%a7%e1%86%ab%e1%84%92%e1%85%aa\/"},"modified":"2023-07-23T03:04:58","modified_gmt":"2023-07-23T03:04:58","slug":"%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab%e1%84%8b%e1%85%b3%e1%84%85%e1%85%a9-%e1%84%83%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%90%e1%85%a5-%e1%84%87%e1%85%a7%e1%86%ab%e1%84%92%e1%85%aa","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%8b%e1%85%b3%e1%84%85%e1%85%a9-%e1%84%83%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%90%e1%85%a5-%e1%84%87%e1%85%a7%e1%86%ab%e1%84%92%e1%85%aa\/","title":{"rendered":"Python\uc5d0\uc11c \ub370\uc774\ud130\ub97c \ubcc0\ud658\ud558\ub294 \ubc29\ubc95(\ub85c\uadf8, \uc81c\uacf1\uadfc, \uc138\uc81c\uacf1\uadfc)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ub9ce\uc740 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub978\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc2e4\uc81c\ub85c\ub294 \uadf8\ub807\uc9c0 \uc54a\uc740 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \ub2e4\uc74c \uc138 \uac00\uc9c0 \ubcc0\ud658 \uc911 \ud558\ub098\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uac12 \ubd84\ud3ec\ub97c \ubcc0\ud658\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \ub85c\uadf8 \ubcc0\ud658:<\/strong> \uc751\ub2f5 \ubcc0\uc218\ub97c y\uc5d0\uc11c <strong>log(y)<\/strong> \ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \uc81c\uacf1\uadfc \ubcc0\ud658:<\/strong> \uc751\ub2f5 \ubcc0\uc218\ub97c y\uc5d0\uc11c <strong><span style=\"text-decoration: overline;\">\u221ay<\/span><\/strong> \ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3. \uc138\uc81c\uacf1\uadfc \ubcc0\ud658:<\/strong> \uc751\ub2f5 \ubcc0\uc218\ub97c y\uc5d0\uc11c <strong>y <sup>1\/3<\/sup><\/strong> \uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub7ec\ud55c \ubcc0\ud658\uc744 \uc218\ud589\ud568\uc73c\ub85c\uc368 \ub370\uc774\ud130\uc138\ud2b8\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ubcf4\ub2e4 \uc815\uaddc \ubd84\ud3ec\ub97c \ub744\uac8c \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc81c\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \uc774\ub7ec\ud55c \ubcc0\ud658\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python\uc758 \ub85c\uadf8 \ubcc0\ud658<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ubcc0\uc218\uc5d0 \ub300\ud574 <strong>\ub85c\uadf8 \ubcc0\ud658\uc744<\/strong> \uc218\ud589\ud558\uace0 \ubcd1\ub82c \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\uc5ec \ub370\uc774\ud130\uc758 \uc6d0\ub798 \ubd84\ud3ec\uc640 \ub85c\uadf8 \ubcc0\ud658\ub41c \ubd84\ud3ec\ub97c \ud45c\uc2dc\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;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#make this example reproducible\n<\/span>n.p. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">seeds<\/span> (0)\n\n<span style=\"color: #008080;\">#create beta distributed random variable with 200 values\n<\/span>data = np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">beta<\/span> (a= <span style=\"color: #008000;\">4<\/span> , b= <span style=\"color: #008000;\">15<\/span> , size= <span style=\"color: #008000;\">300<\/span> )\n\n<span style=\"color: #008080;\">#create log-transformed data\n<\/span>data_log = np. <span style=\"color: #3366ff;\">log<\/span> (data)\n\n<span style=\"color: #008080;\">#define grid of plots\n<\/span>fig, axs = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">1<\/span> , ncols= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#create histograms\n<\/span>axs[0]. <span style=\"color: #3366ff;\">hist<\/span> (data, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\naxs[1]. <span style=\"color: #3366ff;\">hist<\/span> (data_log, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n\n<span style=\"color: #008080;\">#add title to each histogram\n<\/span>axs[0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Original Data<\/span> ')\naxs[1].set_title(' <span style=\"color: #ff0000;\">Log-Transformed Data<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20488 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/trans11.png\" alt=\"\" width=\"550\" height=\"384\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub85c\uadf8 \ubcc0\ud658\ub41c \ubd84\ud3ec\uac00 \uc6d0\ub798 \ubd84\ud3ec\ubcf4\ub2e4 \ub354 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub974\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc5ec\uc804\ud788 \uc644\ubcbd\ud55c &#8220;\uc885 \ubaa8\uc591&#8221;\uc740 \uc544\ub2c8\uc9c0\ub9cc \uc6d0\ub798 \ubd84\ud3ec\ubcf4\ub2e4 \uc815\uaddc \ubd84\ud3ec\uc5d0 \ub354 \uac00\uae5d\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python\uc758 \uc81c\uacf1\uadfc \ubcc0\ud658<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ubcc0\uc218\uc5d0 \ub300\ud574 <strong>\uc81c\uacf1\uadfc \ubcc0\ud658\uc744<\/strong> \uc218\ud589\ud558\uace0 \ubcd1\ub82c \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\uc5ec \uc6d0\ub798 \ubd84\ud3ec\uc640 \ub370\uc774\ud130\uc758 \uc81c\uacf1\uadfc \ubcc0\ud658 \ubd84\ud3ec\ub97c \ud45c\uc2dc\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;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#make this example reproducible\n<\/span>n.p. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">seeds<\/span> (0)\n\n<span style=\"color: #008080;\">#create beta distributed random variable with 200 values\n<\/span>data = np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">beta<\/span> (a= <span style=\"color: #008000;\">1<\/span> , b= <span style=\"color: #008000;\">5<\/span> , size= <span style=\"color: #008000;\">300<\/span> )\n\n<span style=\"color: #008080;\">#create log-transformed data\n<\/span>data_log = np. <span style=\"color: #3366ff;\">sqrt<\/span> (data)\n\n<span style=\"color: #008080;\">#define grid of plots\n<\/span>fig, axs = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">1<\/span> , ncols= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#create histograms\n<\/span>axs[0]. <span style=\"color: #3366ff;\">hist<\/span> (data, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\naxs[1]. <span style=\"color: #3366ff;\">hist<\/span> (data_log, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n\n<span style=\"color: #008080;\">#add title to each histogram\n<\/span>axs[0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Original Data<\/span> ')\naxs[1].set_title(' <span style=\"color: #ff0000;\">Square Root Transformed Data<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20490 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/trans12.png\" alt=\"\" width=\"555\" height=\"379\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc81c\uacf1\uadfc\uc73c\ub85c \ubcc0\ud658\ub41c \ub370\uc774\ud130\uac00 \uc6d0\ub798 \ub370\uc774\ud130\ubcf4\ub2e4 \ud6e8\uc52c \ub354 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub974\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python\uc758 \ud050\ube0c \ub8e8\ud2b8 \ubcc0\ud658<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ubcc0\uc218\uc5d0 \ub300\ud574 <strong>\ud050\ube0c \ub8e8\ud2b8 \ubcc0\ud658\uc744<\/strong> \uc218\ud589\ud558\uace0 \ubcd1\ub82c \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\uc5ec \uc6d0\ub798 \ubd84\ud3ec\uc640 \ub370\uc774\ud130\uc758 \ud050\ube0c \ub8e8\ud2b8 \ubcc0\ud658 \ubd84\ud3ec\ub97c \ud45c\uc2dc\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;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#make this example reproducible\n<\/span>n.p. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">seeds<\/span> (0)\n\n<span style=\"color: #008080;\">#create beta distributed random variable with 200 values\n<\/span>data = np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">beta<\/span> (a= <span style=\"color: #008000;\">1<\/span> , b= <span style=\"color: #008000;\">5<\/span> , size= <span style=\"color: #008000;\">300<\/span> )\n\n<span style=\"color: #008080;\">#create log-transformed data\n<\/span>data_log = np. <span style=\"color: #3366ff;\">cbrt<\/span> (data)\n\n<span style=\"color: #008080;\">#define grid of plots\n<\/span>fig, axs = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">1<\/span> , ncols= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#create histograms\n<\/span>axs[0]. <span style=\"color: #3366ff;\">hist<\/span> (data, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\naxs[1]. <span style=\"color: #3366ff;\">hist<\/span> (data_log, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n\n<span style=\"color: #008080;\">#add title to each histogram\n<\/span>axs[0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Original Data<\/span> ')\naxs[1].set_title(' <span style=\"color: #ff0000;\">Cube Root Transformed Data<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20491 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/trans13.png\" alt=\"\" width=\"540\" height=\"370\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ud050\ube0c \ub8e8\ud2b8\ub85c \ubcc0\ud658\ub41c \ub370\uc774\ud130\uac00 \uc6d0\ubcf8 \ub370\uc774\ud130\ubcf4\ub2e4 \ud6e8\uc52c \ub354 \uc815\uaddc \ubd84\ud3ec\ub97c \uc774\ub8e8\uace0 \uc788\uc74c\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ko\/z-\u110c\u1165\u11b7\u1109\u116e-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c Z \uc810\uc218\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\u110b\u1166\u1109\u1165-\u1103\u1166\u110b\u1175\u1110\u1165-\u110c\u1165\u11bc\u1100\u1172\u1112\u116a\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc815\uaddc\ud654\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u110c\u1165\u11bc\u1100\u1172\u1109\u1165\u11bc-\u1100\u1161\u1109\u1165\u11af\/\" target=\"_blank\" rel=\"noopener\">\ud1b5\uacc4\uc5d0\uc11c \uc815\uaddc\uc131 \uac00\uc815\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub9ce\uc740 \ud1b5\uacc4 \ud14c\uc2a4\ud2b8\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc815\uaddc \ubd84\ud3ec\ub97c \ub530\ub978\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc2e4\uc81c\ub85c\ub294 \uadf8\ub807\uc9c0 \uc54a\uc740 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \ub2e4\uc74c \uc138 \uac00\uc9c0 \ubcc0\ud658 \uc911 \ud558\ub098\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uac12 \ubd84\ud3ec\ub97c \ubcc0\ud658\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. 1. \ub85c\uadf8 \ubcc0\ud658: \uc751\ub2f5 \ubcc0\uc218\ub97c y\uc5d0\uc11c log(y) \ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. 2. \uc81c\uacf1\uadfc \ubcc0\ud658: \uc751\ub2f5 \ubcc0\uc218\ub97c y\uc5d0\uc11c \u221ay \ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. 3. \uc138\uc81c\uacf1\uadfc \ubcc0\ud658: [&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-2237","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 \ub370\uc774\ud130\ub97c \ubcc0\ud658\ud558\ub294 \ubc29\ubc95(\ub85c\uadf8, \uc81c\uacf1\uadfc, \uc138\uc81c\uacf1\uadfc) - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba87 \uac00\uc9c0 \uc608\ub97c \ud1b5\ud574 Python\uc5d0\uc11c \uc77c\ubc18\uc801\uc778 \ub370\uc774\ud130 \ubcc0\ud658\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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