{"id":2540,"date":"2023-07-21T19:53:21","date_gmt":"2023-07-21T19:53:21","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%b4-%e1%84%80%e1%85%b5%e1%84%83%e1%85%a2%e1%84%80%e1%85%a1%e1%86%b9\/"},"modified":"2023-07-21T19:53:21","modified_gmt":"2023-07-21T19:53:21","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%b4-%e1%84%80%e1%85%b5%e1%84%83%e1%85%a2%e1%84%80%e1%85%a1%e1%86%b9","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%b4-%e1%84%80%e1%85%b5%e1%84%83%e1%85%a2%e1%84%80%e1%85%a1%e1%86%b9\/","title":{"rendered":"Python\uc5d0\uc11c \uae30\ub300\uac12\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ud655\ub960 \ubd84\ud3ec\ub294 \uc784\uc758 \ubcc0\uc218\uac00 \ud2b9\uc815 \uac12\uc744 \ucde8\ud560 \ud655\ub960\uc744 \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c \ud655\ub960 \ubd84\ud3ec\ub294 \ud2b9\uc815 \ucd95\uad6c\ud300\uc774 \ud2b9\uc815 \uacbd\uae30\uc5d0\uc11c \ud2b9\uc815 \uc218\uc758 \uace8\uc744 \ub123\uc744 \ud655\ub960\uc744 \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14093 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/moyennedist1.png\" alt=\"\" width=\"261\" height=\"185\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ud655\ub960 \ubd84\ud3ec\uc758 <strong>\uae30\ub300\uac12\uc744<\/strong> \ucc3e\uc73c\ub824\uba74 \ub2e4\uc74c \uacf5\uc2dd\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00b5 = \u03a3x * P(x)<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">x: \ub370\uc774\ud130 \uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\">P(x): \uac00\uce58\uc758 \ud655\ub960<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ucd95\uad6c\ud300\uc758 \uc608\uc0c1 \uace8 \uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u03bc = 0*0.18 + 1*0.34 + 2*0.35 + 3*0.11 + 4*0.02 = <strong>1.45<\/strong> \uace8.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Python\uc5d0\uc11c \ud655\ub960 \ubd84\ud3ec\uc758 \uae30\ub300\uac12\uc744 \uacc4\uc0b0\ud558\uae30 \uc704\ud574 \uac04\ub2e8\ud55c \ud568\uc218\ub97c \uc815\uc758\ud560 \uc218 \uc788\uc2b5\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\n<span style=\"color: #008000;\">def<\/span> expected_value(values, weights):\n    values = np. <span style=\"color: #3366ff;\">asarray<\/span> (values)\n    weights = np. <span style=\"color: #3366ff;\">asarray<\/span> (weights)\n    <span style=\"color: #008000;\">return<\/span> (values * weights). <span style=\"color: #3366ff;\">sum<\/span> ()\/weights. <span style=\"color: #3366ff;\">sum<\/span> ()\n<\/strong><\/pre>\n<p> <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> <span style=\"color: #000000;\"><strong>\uc608: Python\uc5d0\uc11c \uae30\ub300\uac12 \uacc4\uc0b0<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uc55e\uc11c \uc815\uc758\ud55c <strong>Expected_value()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud655\ub960 \ubd84\ud3ec\uc758 \uae30\ub300\uac12\uc744 \uacc4\uc0b0\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: #008080;\">#define values\n<span style=\"color: #000000;\">values = [0, 1, 2, 3, 4]\n\n<span style=\"color: #008080;\">#define probabilities\n<\/span>probs = [.18, .34, .35, .11, .02]\n\n<span style=\"color: #008080;\">#calculate expected value\n<\/span>expected_value(values, probs)\n\n1.450000\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uae30\ub300\uac12\uc740 <strong>1.45<\/strong> \uc785\ub2c8\ub2e4. \uc774\ub294 \uc774\uc804\uc5d0 \uc218\ub3d9\uc73c\ub85c \uacc4\uc0b0\ud55c \uac12\uacfc \uc77c\uce58\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uac12 \ubc30\uc5f4\uacfc \ud655\ub960 \ubc30\uc5f4\uc758 \uae38\uc774\uac00 \uac19\uc9c0 \uc54a\uc73c\uba74 \uc774 \ud568\uc218\ub294 \uc624\ub958\ub97c \ubc18\ud658\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define values\n<span style=\"color: #000000;\">values = [0, 1, 2, 3, 4]\n\n<span style=\"color: #008080;\">#define probabilities\n<\/span>probs = [.18, .34, .35, .11, .02, .05, .11]\n\n<span style=\"color: #008080;\">#attempt to calculate expected value\n<\/span>expected_value(values, probs)\n\n<span style=\"color: #ff0000;\">ValueError<\/span> : operands could not be broadcast together with shapes (5,) (7,) \n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uccab \ubc88\uc9f8 \ubc30\uc5f4\uc758 \uae38\uc774\ub294 <strong>5<\/strong> \uc774\uace0 \ub450 \ubc88\uc9f8 \ubc30\uc5f4\uc758 \uae38\uc774\ub294 <strong>7<\/strong> \uc774\uae30 \ub54c\ubb38\uc5d0 \uc624\ub958\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uae30\ub300\uac12 \ud568\uc218\uac00 \uc791\ub3d9\ud558\ub824\uba74 \ub450 \ubc30\uc5f4\uc758 \uae38\uc774\uac00 \ub3d9\uc77c\ud574\uc57c \ud569\ub2c8\ub2e4.<\/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 \uce21\uc815\ud56d\ubaa9\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\u110b\u1174-\u110c\u116e\u11bc\u1100\u1161\u11ab-\u110f\u1173\u1100\u1175\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \uc808\uc0ac \ud3c9\uade0\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1100\u1175\u1112\u1161-\u1111\u1167\u11bc\u1100\u1172\u11ab-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \uae30\ud558 \ud3c9\uade0\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1161\u110b\u1175\u110a\u1165\u11ab-\u1111\u1167\u11bc\u1100\u1172\u11ab\u110b\u1174-\u1111\u116d\u110c\u116e\u11ab-\u110b\u1169\u1105\u1172\/\" target=\"_blank\" rel=\"noopener\">Python\uc5d0\uc11c \ud3c9\uade0\uc758 \ud45c\uc900 \uc624\ucc28\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud655\ub960 \ubd84\ud3ec\ub294 \uc784\uc758 \ubcc0\uc218\uac00 \ud2b9\uc815 \uac12\uc744 \ucde8\ud560 \ud655\ub960\uc744 \uc54c\ub824\uc90d\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c \ud655\ub960 \ubd84\ud3ec\ub294 \ud2b9\uc815 \ucd95\uad6c\ud300\uc774 \ud2b9\uc815 \uacbd\uae30\uc5d0\uc11c \ud2b9\uc815 \uc218\uc758 \uace8\uc744 \ub123\uc744 \ud655\ub960\uc744 \uc54c\ub824\uc90d\ub2c8\ub2e4. \ud655\ub960 \ubd84\ud3ec\uc758 \uae30\ub300\uac12\uc744 \ucc3e\uc73c\ub824\uba74 \ub2e4\uc74c \uacf5\uc2dd\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \u00b5 = \u03a3x * P(x) \uae08: x: \ub370\uc774\ud130 \uac12 P(x): \uac00\uce58\uc758 \ud655\ub960 \uc608\ub97c \ub4e4\uc5b4, \ucd95\uad6c\ud300\uc758 \uc608\uc0c1 \uace8 \uc218\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4. \u03bc [&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-2540","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 \uae30\ub300\uac12\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - \ud1b5\uacc4<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba87 \uac00\uc9c0 \uc608\ub97c 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