{"id":830,"date":"2023-07-28T14:48:22","date_gmt":"2023-07-28T14:48:22","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%92%e1%85%a1%e1%86%bc-%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":"2023-07-28T14:48:22","modified_gmt":"2023-07-28T14:48:22","slug":"%e1%84%8b%e1%85%b5%e1%84%92%e1%85%a1%e1%86%bc-%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%8b%e1%85%b5%e1%84%92%e1%85%a1%e1%86%bc-%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 \uc774\ud56d \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\/\u110b\u1175\u1112\u1161\u11bc\u1107\u116e\u11ab\u1111\u1169-1\/\" target=\"_blank\" rel=\"noopener\">\uc774\ud56d \ubd84\ud3ec\ub294<\/a> \ud1b5\uacc4\ud559\uc5d0\uc11c \uac00\uc7a5 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ubd84\ud3ec \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. <em>n<\/em> \ubc88\uc758 \uc774\ud56d \uc2e4\ud5d8\uc5d0\uc11c <em>k\ubc88<\/em> \uc131\uacf5\ud560 \ud655\ub960\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ud655\ub960 \ubcc0\uc218 <em>X\uac00<\/em> \uc774\ud56d \ubd84\ud3ec\ub97c \ub530\ub974\ub294 \uacbd\uc6b0 <em>X<\/em> = <em>k<\/em> \uc131\uacf5 \ud655\ub960\uc740 \ub2e4\uc74c \uacf5\uc2dd\uc73c\ub85c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>P(X=k) = <sub>n<\/sub> C <sub>k<\/sub> * p <sup>k<\/sup> * (1-p) <sup>nk<\/sup><\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>n:<\/strong> \uc2dc\ud589 \ud69f\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>k:<\/strong> \uc131\uacf5 \ud69f\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>p:<\/strong> \uc8fc\uc5b4\uc9c4 \uc2dc\ud589\uc758 \uc131\uacf5 \ud655\ub960<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong><sub>n<\/sub> C <sub>k<\/sub> :<\/strong> <em>n<\/em> \ubc88 \uc2dc\ud589\uc5d0\uc11c <em>k\ubc88<\/em> \uc131\uacf5\ud558\ub294 \ubc29\ubc95\uc758 \uc218<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \uc774\ud56d \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc774\ud56d \ubd84\ud3ec\ub97c \uc0dd\uc131\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">numpy \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <a href=\"https:\/\/numpy.org\/doc\/stable\/reference\/random\/generated\/numpy.random.binomial.html\" target=\"_blank\" rel=\"noopener\">Random.binomial<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774\ud56d \ubd84\ud3ec\ub97c \ub530\ub974\ub294 \uac12 \ubc30\uc5f4\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">from<\/span> numpy <span style=\"color: #107d3f;\">import<\/span> random\n\n<span style=\"color: #008080;\">#generate an array of 10 values that follows a binomial distribution<\/span>\nrandom.binomial(n=10, p=.25, size=10)\n\narray([5, 2, 1, 3, 3, 3, 2, 2, 1, 4])\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc \ud45c\uc758 \uac01 \uc22b\uc790\ub294 \uc8fc\uc5b4\uc9c4 \uc2dc\ud589\uc758 \uc131\uacf5 \ud655\ub960\uc774 <strong>0.25<\/strong> \uc778 <strong>10\ubc88\uc758<\/strong> \uc2dc\ud589 \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud55c &#8220;\uc131\uacf5&#8221; \ud69f\uc218\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc774\ud56d \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud655\ub960\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">scipy \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.binom.html\" target=\"_blank\" rel=\"noopener\">binom \ud568\uc218\ub97c<\/a> \uc0ac\uc6a9\ud558\uc5ec \uc774\ud56d \ud655\ub960\uc5d0 \ub300\ud55c \uc9c8\ubb38\uc5d0 \ub2f5\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uc9c8\ubb38 1:<\/strong> Nathan\uc740 \uc790\uc720\ud22c \uc2dc\ub3c4\uc758 60%\ub97c \uc131\uacf5\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \ub9cc\uc57d \uadf8\uac00 12\ubc88\uc758 \uc790\uc720\ud22c\ub97c \uc131\uacf5\ud588\ub2e4\uba74, \uadf8\uac00 \uc815\ud655\ud788 10\ubc88\uc758 \uc790\uc720\ud22c\ub97c \uc131\uacf5\ud560 \ud655\ub960\uc740 \uc5bc\ub9c8\uc785\ub2c8\uae4c?<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">from<\/span> scipy.stats <span style=\"color: #107d3f;\">import<\/span> binom\n\n<span style=\"color: #008080;\">#calculate binomial probability<\/span>\nbinom.pmf(k= <span style=\"color: #107d3f;\">10<\/span> , n= <span style=\"color: #107d3f;\">12<\/span> , p= <span style=\"color: #107d3f;\">0.6<\/span> )\n\n0.0639\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Nathan\uc774 \uc815\ud655\ud788 10\ubc88\uc758 \uc790\uc720\ud22c\ub97c \uc131\uacf5\ud560 \ud655\ub960\uc740 <strong>0.0639<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uc9c8\ubb38 2:<\/strong> \ub9c8\ud2f0\ub294 \uacf5\uc815\ud55c \ub3d9\uc804\uc744 5\ubc88 \ub358\uc84c\uc2b5\ub2c8\ub2e4. \ub3d9\uc804\uc774 \uc55e\uba74\uc774 2\ubc88 \uc774\ud558\ub85c \ub098\uc62c \ud655\ub960\uc740 \uc5bc\ub9c8\uc785\ub2c8\uae4c?<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">from<\/span> scipy.stats <span style=\"color: #107d3f;\">import<\/span> binom\n\n<span style=\"color: #008080;\">#calculate binomial probability<\/span>\nbinom.cdf(k= <span style=\"color: #107d3f;\">2<\/span> , n= <span style=\"color: #107d3f;\">5<\/span> , p= <span style=\"color: #107d3f;\">0.5<\/span> )\n\n0.5\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub3d9\uc804\uc774 \uc55e\uba74\uc774 2\ubc88 \uc774\ud558\ub85c \ub098\uc62c \ud655\ub960\uc740 <strong>0.5<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uc9c8\ubb38 3:<\/strong> \uc6b0\ub9ac\ub294 \uac1c\uc778\uc758 70%\uac00 \ud2b9\uc815 \ubc95\ub960\uc744 \uc9c0\uc9c0\ud55c\ub2e4\ub294 \uac83\uc744 \uc54c\uace0 \uc788\uc2b5\ub2c8\ub2e4. 10\uba85\uc744 \ubb34\uc791\uc704\ub85c \uc120\ud0dd\ud55c\ub2e4\uba74 \uadf8 \uc911 4~6\uba85\uc774 \ubc95\uc744 \uc9c0\uc9c0\ud560 \ud655\ub960\uc740 \uc5bc\ub9c8\uc785\ub2c8\uae4c?<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">from<\/span> scipy.stats <span style=\"color: #107d3f;\">import<\/span> binom\n\n<span style=\"color: #008080;\">#calculate binomial probability<\/span>\nbinom.cdf(k= <span style=\"color: #107d3f;\">6<\/span> , n= <span style=\"color: #107d3f;\">10<\/span> , p= <span style=\"color: #107d3f;\">0.7<\/span> ) - binom.cdf(k= <span style=\"color: #107d3f;\">3<\/span> , n= <span style=\"color: #107d3f;\">10<\/span> , p= <span style=\"color: #107d3f;\">0.7<\/span> )\n\n0.3398\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ubb34\uc791\uc704\ub85c \uc120\ud0dd\ub41c 4~6\uba85\uc758 \uac1c\uc778\uc774 \uc774 \ubc95\uce59\uc744 \uc9c0\uc9c0\ud560 \ud655\ub960\uc740 <strong>0.3398<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc774\ud56d \ubd84\ud3ec\ub97c \uc2dc\uac01\ud654\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><strong>seaborn<\/strong> \ubc0f <strong>matplotlib<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec Python\uc5d0\uc11c \uc774\ud56d \ubd84\ud3ec\ub97c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">from<\/span> numpy <span style=\"color: #107d3f;\">import<\/span> random\n<span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n<span style=\"color: #107d3f;\">import<\/span> seaborn <span style=\"color: #107d3f;\">as<\/span> sns\n\nx = random.binomial(n= <span style=\"color: #107d3f;\">10<\/span> , p= <span style=\"color: #107d3f;\">0.5<\/span> , size= <span style=\"color: #107d3f;\">1000<\/span> )\n\nsns.distplot(x, hist= <span style=\"color: #107d3f;\">True<\/span> , kde= <span style=\"color: #107d3f;\">False<\/span> )\n\nplt.show()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9215 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/binomepython1.png\" alt=\"Python\uc758 \uc774\ud56d \ubd84\ud3ec \ud50c\ub86f\" width=\"396\" height=\"262\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ucc28<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc774\ud56d \ubd84\ud3ec\ub294 \ud1b5\uacc4\ud559\uc5d0\uc11c \uac00\uc7a5 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ubd84\ud3ec \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. n \ubc88\uc758 \uc774\ud56d \uc2e4\ud5d8\uc5d0\uc11c k\ubc88 \uc131\uacf5\ud560 \ud655\ub960\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \ud655\ub960 \ubcc0\uc218 X\uac00 \uc774\ud56d \ubd84\ud3ec\ub97c \ub530\ub974\ub294 \uacbd\uc6b0 X = k \uc131\uacf5 \ud655\ub960\uc740 \ub2e4\uc74c \uacf5\uc2dd\uc73c\ub85c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. P(X=k) = n C k * p k * (1-p) nk \uae08: n: \uc2dc\ud589 \ud69f\uc218 k: \uc131\uacf5 \ud69f\uc218 p: \uc8fc\uc5b4\uc9c4 \uc2dc\ud589\uc758 [&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-830","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 \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"Python\uc5d0\uc11c \uc774\ud56d \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\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\u1175\u1112\u1161\u11bc-\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 \uc774\ud56d \ubd84\ud3ec\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95 - 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