{"id":3116,"date":"2023-07-19T03:24:49","date_gmt":"2023-07-19T03:24:49","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8c%e1%85%b5%e1%84%89%e1%85%ae%e1%84%87%e1%85%ae%e1%86%ab%e1%84%91%e1%85%a9-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/"},"modified":"2023-07-19T03:24:49","modified_gmt":"2023-07-19T03:24:49","slug":"%e1%84%8c%e1%85%b5%e1%84%89%e1%85%ae%e1%84%87%e1%85%ae%e1%86%ab%e1%84%91%e1%85%a9-%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%8c%e1%85%b5%e1%84%89%e1%85%ae%e1%84%87%e1%85%ae%e1%86%ab%e1%84%91%e1%85%a9-%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 \uc9c0\uc218 \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u110c\u1175\u1109\u116e\u1107\u116e\u11ab\u1111\u1169-1\/\" target=\"_blank\" rel=\"noopener\">\uc9c0\uc218 \ubd84\ud3ec\ub294<\/a> \ud2b9\uc815 \uc0ac\uac74\uc774 \ubc1c\uc0dd\ud560 \ub54c\uae4c\uc9c0 \uae30\ub2e4\ub824\uc57c \ud558\ub294 \uc2dc\uac04\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ud655\ub960 \ubd84\ud3ec\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ud655\ub960 \ubcc0\uc218 <em>X\uac00<\/em> \uc9c0\uc218 \ubd84\ud3ec\ub97c \ub530\ub974\ub294 \uacbd\uc6b0<\/span> <span style=\"color: #000000;\"><em>X<\/em> \uc758 \ub204\uc801 \ubd84\ud3ec \ud568\uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uc4f8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong><em>F<\/em> (x; \u03bb) = 1 &#8211; e &#8211; <sup>\u03bbx<\/sup><\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u03bb:<\/strong> \uc18d\ub3c4 \ub9e4\uac1c\ubcc0\uc218(\u03bb = 1\/\u03bc\ub85c \uacc4\uc0b0\ub428)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>e:<\/strong> \ub300\ub7b5 2.718\uacfc \uac19\uc740 \uc0c1\uc218<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \uc9c0\uc218 \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <strong>\uc9c0\uc218 \ubd84\ud3ec\ub97c \uc0dd\uc131\ud558\ub294 \ubc29\ubc95<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Python\uc758 SciPy \ub77c\uc774\ube0c\ub7ec\ub9ac\uc5d0\uc11c <strong>expon.rvs(scale, size)<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud2b9\uc815 \ube44\uc728 \ub9e4\uac1c\ubcc0\uc218\uc640 \uc0d8\ud50c \ud06c\uae30\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc9c0\uc218 \ubd84\ud3ec\uc5d0\uc11c \uc784\uc758\uc758 \uac12\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> expo\n\n<span style=\"color: #008080;\">#generate random values from exponential distribution with rate=40 and sample size=10<\/span>\nexpon. <span style=\"color: #3366ff;\">rvs<\/span> (scale= <span style=\"color: #008000;\">40<\/span> , size= <span style=\"color: #008000;\">10<\/span> )\n\narray([116.5368323 , 67.23514699, 12.00399043, 40.74580584,\n        34.60922432, 2.68266663, 22.70459831, 97.66661811,\n         6.64272914, 46.15547298])\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : <a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.expon.html\" target=\"_blank\" rel=\"noopener\">\uc5ec\uae30\uc5d0\uc11c<\/a> \uc804\uccb4 SciPy \ub77c\uc774\ube0c\ub7ec\ub9ac \ubb38\uc11c\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <strong>\uc9c0\uc218 \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud655\ub960\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\ud2b9\uc815 \uac04\ud5d0\ucc9c\uc758 \ubd84\ucd9c \uac04\uaca9\uc744 \ud3c9\uade0 40\ubd84\uc73c\ub85c \uac00\uc815\ud569\ub2c8\ub2e4. \ud3ed\ubc1c\uc774 \uc77c\uc5b4\ub098\uae30\uae4c\uc9c0 50\ubd84\ub3c4 \ucc44 \uae30\ub2e4\ub824\uc57c \ud560 \uac00\ub2a5\uc131\uc740 \uc5bc\ub9c8\ub098 \ub429\ub2c8\uae4c?<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub824\uba74 \uba3c\uc800 rate \ub9e4\uac1c\ubcc0\uc218\ub97c \uacc4\uc0b0\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u03bb = 1\/\u03bc<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u03bb = 1\/40<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u03bb = 0.025<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u03bb = 0.025\uc640 x = 50\uc744 CDF \uacf5\uc2dd\uc5d0 \ub300\uc785\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">P(X \u2264 x) = 1 \u2013 e <sup>-\u03bbx<\/sup><\/span><\/li>\n<li> <span style=\"color: #000000;\">P(X \u2264 50) = 1 \u2013 e <sup>-0.025(50)<\/sup><\/span><\/li>\n<li> <span style=\"color: #000000;\">P(X \u2264 50) = 0.7135<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud3ed\ubc1c\uc774 50\ubd84 \uc774\ub0b4\uc5d0 \uae30\ub2e4\ub824\uc57c \ud560 \ud655\ub960\uc740 <strong>0.7135<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">SciPy\uc758 <strong>expon.cdf()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Python\uc5d0\uc11c \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> expo\n\n<span style=\"color: #008080;\">#calculate probability that x is less than 50 when mean rate is 40<\/span>\nexpon. <span style=\"color: #3366ff;\">cdf<\/span> (x=50, scale=40)\n\n0.7134952031398099\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud3ed\ubc1c\uc774 50\ubd84 \uc774\ub0b4\uc5d0 \uae30\ub2e4\ub824\uc57c \ud560 \ud655\ub960\uc740 <strong>0.7135<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub294 \uc6b0\ub9ac\uac00 \uc218\ub3d9\uc73c\ub85c \uacc4\uc0b0\ud55c \uac12\uacfc \uc77c\uce58\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc9c0\uc218 \ubd84\ud3ec\ub97c \uadf8\ub9ac\ub294 \ubc29\ubc95<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc9c0\uc815\ub41c \ube44\uc728 \ub9e4\uac1c\ubcc0\uc218\ub85c \uc9c0\uc218 \ubd84\ud3ec\ub97c \uadf8\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> expo\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;\">#generate exponential distribution with sample size 10000<\/span>\nx = expon. <span style=\"color: #3366ff;\">rvs<\/span> (scale= <span style=\"color: #008000;\">40<\/span> ,size= <span style=\"color: #008000;\">10000<\/span> )\n\n<span style=\"color: #008080;\">#create plot of exponential distribution\n<\/span>plt. <span style=\"color: #3366ff;\">hist<\/span> (x, density= <span style=\"color: #008000;\">True<\/span> , edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-26590 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exponentielpython1.jpg\" alt=\"\" width=\"514\" height=\"388\" srcset=\"\" sizes=\"auto, \"><\/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 \ubc30\ud3ec\ud310\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1106\u116e\u11af\u1100\u1169\u1100\u1175-\u1107\u116e\u11ab\u1111\u1169-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \ud3ec\uc544\uc1a1 \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/t-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab-\u1107\u1162\u1111\u1169\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c t \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1161\u110b\u1175\u110a\u1165\u11ab-\u1100\u1172\u11ab\u110b\u1175\u11af-\u1107\u116e\u11ab\u1111\u1169\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \uade0\uc77c \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc9c0\uc218 \ubd84\ud3ec\ub294 \ud2b9\uc815 \uc0ac\uac74\uc774 \ubc1c\uc0dd\ud560 \ub54c\uae4c\uc9c0 \uae30\ub2e4\ub824\uc57c \ud558\ub294 \uc2dc\uac04\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ud655\ub960 \ubd84\ud3ec\uc785\ub2c8\ub2e4. \ud655\ub960 \ubcc0\uc218 X\uac00 \uc9c0\uc218 \ubd84\ud3ec\ub97c \ub530\ub974\ub294 \uacbd\uc6b0 X \uc758 \ub204\uc801 \ubd84\ud3ec \ud568\uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uc4f8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. F (x; \u03bb) = 1 &#8211; e &#8211; \u03bbx \uae08: \u03bb: \uc18d\ub3c4 \ub9e4\uac1c\ubcc0\uc218(\u03bb = 1\/\u03bc\ub85c \uacc4\uc0b0\ub428) e: \ub300\ub7b5 2.718\uacfc \uac19\uc740 \uc0c1\uc218 \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c [&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-3116","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 \uc9c0\uc218 \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba87 \uac00\uc9c0 \uc608\ub97c \ud1b5\ud574 Python\uc5d0\uc11c \uc9c0\uc218 \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \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\/\u110c\u1175\u1109\u116e\u1107\u116e\u11ab\u1111\u1169-\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 \uc9c0\uc218 \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95 - 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