{"id":2927,"date":"2023-07-20T01:25:01","date_gmt":"2023-07-20T01:25:01","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%92%e1%85%a1%e1%86%bc-%e1%84%89%e1%85%b5%e1%86%ab%e1%84%85%e1%85%ac-%e1%84%80%e1%85%ae%e1%84%80%e1%85%a1%e1%86%ab-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5\/"},"modified":"2023-07-20T01:25:01","modified_gmt":"2023-07-20T01:25:01","slug":"%e1%84%8b%e1%85%b5%e1%84%92%e1%85%a1%e1%86%bc-%e1%84%89%e1%85%b5%e1%86%ab%e1%84%85%e1%85%ac-%e1%84%80%e1%85%ae%e1%84%80%e1%85%a1%e1%86%ab-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%92%e1%85%a1%e1%86%bc-%e1%84%89%e1%85%b5%e1%86%ab%e1%84%85%e1%85%ac-%e1%84%80%e1%85%ae%e1%84%80%e1%85%a1%e1%86%ab-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5\/","title":{"rendered":"Python\uc5d0\uc11c \uc774\ud56d \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\uc774\ud56d \ud655\ub960\uc5d0 \ub300\ud55c \uc2e0\ub8b0 \uad6c\uac04\uc740<\/strong> \ub2e4\uc74c \uacf5\uc2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uc2e0\ub8b0\uad6c\uac04 = p<\/strong> <strong>+\/- z*(\u221a <span style=\"text-decoration: overline;\">p(1-p) \/ n<\/span> )<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>p:<\/strong> &#8220;\uc131\uacf5&#8221; \ube44\uc728<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>z:<\/strong> \uc120\ud0dd\ub41c z \uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n:<\/strong> \ud45c\ubcf8 \ud06c\uae30<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Python\uc5d0\uc11c \uc774\ub7ec\ud55c \uc720\ud615\uc758 \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95\uc740 <strong>statsmodels<\/strong> \ud328\ud0a4\uc9c0\uc758 <strong>ratio_confint()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span class=\"sig-name descname\"><span class=\"pre\">proportion_confint<\/span><\/span> <span class=\"sig-paren\">(<\/span> <span class=\"n\"><span class=\"pre\">count<\/span><\/span> , <span class=\"n\"><span class=\"pre\">nobs<\/span><\/span> , <span class=\"n\"><span class=\"pre\">alpha<\/span><\/span> <span class=\"o\"><span class=\"pre\">=<\/span><\/span> <span class=\"default_value\" style=\"color: #008000;\"><span class=\"pre\">0.05<\/span><\/span> , <span class=\"n\"><span class=\"pre\">method<\/span><\/span> <span class=\"o\"><span class=\"pre\">=<\/span><\/span> <span class=\"default_value\"><span class=\"pre\">' <span style=\"color: #ff0000;\">normal<\/span> '<\/span><\/span> <span class=\"sig-paren\">)<\/span>\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>count<\/strong> : \uc131\uacf5 \ud69f\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>nobs<\/strong> : \ucd1d \uc2dc\ub3c4 \ud69f\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>alpha<\/strong> : \uc720\uc758\uc218\uc900(\uae30\ubcf8\uac12\uc740 0.05)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>method<\/strong> : \uc2e0\ub8b0 \uad6c\uac04\uc5d0 \uc0ac\uc6a9\ud560 \ubc29\ubc95(\uae30\ubcf8\uac12\uc740 \u201cnormal\u201d)<\/span><\/li>\n<\/ul>\n<p style=\"text-align: left;\"> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 \uae30\ub2a5\uc744 \uc2e4\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">\uc608: Python\uc5d0\uc11c \uc774\ud56d \uc2e0\ub8b0 \uad6c\uac04 \uacc4\uc0b0<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\ud2b9\uc815 \ubc95\ub960\uc744 \uc120\ud638\ud558\ub294 \uce74\uc6b4\ud2f0 \uc8fc\ubbfc\uc758 \ube44\uc728\uc744 \ucd94\uc815\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc6b0\ub9ac\ub294 \uc8fc\ubbfc 100\uba85\uc758 \ubb34\uc791\uc704 \ud45c\ubcf8\uc744 \uc120\ud0dd\ud558\uae30\ub85c \uacb0\uc815\ud588\uace0 \uadf8 \uc911 56\uba85\uc774 \ubc95\uc5d0 \ucc2c\uc131\ud55c\ub2e4\ub294 \uac83\uc744 \uc54c\uc544\ub0c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>ratio_confint()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc804\uccb4 \uce74\uc6b4\ud2f0\uc5d0\uc11c \uc774 \ubc95\uc744 \uc801\uc6a9\ud55c \uc8fc\ubbfc\uc758 \uc2e4\uc81c \ube44\uc728\uc5d0 \ub300\ud55c 95% \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\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;\">stats<\/span> . <span style=\"color: #3366ff;\">proportion<\/span> <span style=\"color: #008000;\">import<\/span> proportion_confint\n\n<span style=\"color: #008080;\">#calculate 95% confidence interval with 56 successes in 100 trials\n<\/span>proportion_confint(count= <span style=\"color: #008000;\">56<\/span> , nobs= <span style=\"color: #008000;\">100<\/span> )\n\n(0.4627099463758483, 0.6572900536241518)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ud574\ub2f9 \ubc95\uc744 \uc9c0\uc9c0\ud558\ub294 \uce74\uc6b4\ud2f0 \uc8fc\ubbfc\uc758 \uc2e4\uc81c \ube44\uc728\uc5d0 \ub300\ud55c 95% \uc2e0\ub8b0 \uad6c\uac04\uc740 <strong>[.4627, .6573]<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae30\ubcf8\uc801\uc73c\ub85c \uc774 \ud568\uc218\ub294 \uc810\uadfc \uc815\uaddc \uadfc\uc0ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 <strong>method<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\ub978 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4 R \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc5d0\uc11c \uc774\ud56d \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uae30\ubcf8 \ud568\uc218\ub294 Wilson \uc810\uc218 \uad6c\uac04\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Python\uc5d0\uc11c \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud560 \ub54c \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774 \ubc29\ubc95\uc744 \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\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;\">stats<\/span> . <span style=\"color: #3366ff;\">proportion<\/span> <span style=\"color: #008000;\">import<\/span> proportion_confint\n\n<span style=\"color: #008080;\">#calculate 95% confidence interval with 56 successes in 100 trials\n<\/span>proportion_confint(count= <span style=\"color: #008000;\">56<\/span> , nobs= <span style=\"color: #008000;\">100<\/span> , method=' <span style=\"color: #ff0000;\">wilson<\/span> ')\n\n(0.4622810465167698, 0.6532797336983921)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774\ub294 \ud574\ub2f9 \ubc95\uc744 \uc9c0\uc9c0\ud558\ub294 \uce74\uc6b4\ud2f0 \uc8fc\ubbfc\uc758 \uc2e4\uc81c \ube44\uc728\uc5d0 \ub300\ud55c 95% \uc2e0\ub8b0 \uad6c\uac04\uc774 <strong>[.4623, .6533]<\/strong> \uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uc2e0\ub8b0 \uad6c\uac04\uc740 \uc815\uaddc \uadfc\uc0ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacc4\uc0b0\ub41c \uc2e0\ub8b0 \uad6c\uac04\uacfc \uc57d\uac04 \ub2e4\ub985\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\ub978 \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud558\uae30 \uc704\ud574 <strong>\uc54c\ud30c<\/strong> \uac12\uc744 \uc870\uc815\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \uc54c\ud30c\ub97c 0.10\uc73c\ub85c \uc124\uc815\ud558\uc5ec 90% \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\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;\">stats<\/span> . <span style=\"color: #3366ff;\">proportion<\/span> <span style=\"color: #008000;\">import<\/span> proportion_confint\n\n<span style=\"color: #008080;\">#calculate 90% confidence interval with 56 successes in 100 trials\n<\/span>proportion_confint(count= <span style=\"color: #008000;\">56<\/span> , nobs= <span style=\"color: #008000;\">100<\/span> , alpha= <span style=\"color: #008000;\">0.10<\/span> , method=' <span style=\"color: #ff0000;\">wilson<\/span> ')\n\n(0.47783814499647415, 0.6390007285095451)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774\ub294 \ud574\ub2f9 \ubc95\uc744 \uc9c0\uc9c0\ud558\ub294 \uce74\uc6b4\ud2f0 \uc8fc\ubbfc\uc758 \uc2e4\uc81c \ube44\uc728\uc5d0 \ub300\ud55c 90% \uc2e0\ub8b0 \uad6c\uac04\uc774 <strong>[.4778, .6390]<\/strong> \uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : <a href=\"https:\/\/www.statsmodels.org\/devel\/generated\/statsmodels.stats.proportion.proportion_confint.html\" target=\"_blank\" rel=\"noopener\">\uc5ec\uae30\uc11c<\/a> <strong>ratio_confint()<\/strong> \ud568\uc218\uc5d0 \ub300\ud55c \uc804\uccb4 \ubb38\uc11c\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1173\u11af\u1105\u1169\u11ba-\u1109\u1175\u11ab\u1105\u116c-\u1100\u116e\u1100\u1161\u11ab-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \uc2e0\ub8b0 \uad6c\uac04\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u110b\u1175\u1112\u1161\u11bc-\u1107\u116e\u11ab\u1111\u1169-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \uc774\ud56d \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc774\ud56d \ud655\ub960\uc5d0 \ub300\ud55c \uc2e0\ub8b0 \uad6c\uac04\uc740 \ub2e4\uc74c \uacf5\uc2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uacc4\uc0b0\ub429\ub2c8\ub2e4. \uc2e0\ub8b0\uad6c\uac04 = p +\/- z*(\u221a p(1-p) \/ n ) \uae08: p: &#8220;\uc131\uacf5&#8221; \ube44\uc728 z: \uc120\ud0dd\ub41c z \uac12 n: \ud45c\ubcf8 \ud06c\uae30 Python\uc5d0\uc11c \uc774\ub7ec\ud55c \uc720\ud615\uc758 \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud558\ub294 \uac00\uc7a5 \uc26c\uc6b4 \ubc29\ubc95\uc740 statsmodels \ud328\ud0a4\uc9c0\uc758 ratio_confint() \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. proportion_confint ( count , nobs , alpha = 0.05 , method [&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-2927","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 \uc774\ud56d \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \uc774\ud56d \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\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\" 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