{"id":2929,"date":"2023-07-20T01:25:01","date_gmt":"2023-07-20T01:25:01","guid":{"rendered":"https:\/\/statorials.org\/tr\/binom-guven-araligi-python\/"},"modified":"2023-07-20T01:25:01","modified_gmt":"2023-07-20T01:25:01","slug":"binom-guven-araligi-python","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/binom-guven-araligi-python\/","title":{"rendered":"Python&#39;da binom g\u00fcven aral\u0131\u011f\u0131 nas\u0131l hesaplan\u0131r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Binom olas\u0131l\u0131\u011f\u0131 i\u00e7in g\u00fcven aral\u0131\u011f\u0131<\/strong> a\u015fa\u011f\u0131daki form\u00fcl kullan\u0131larak hesaplan\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>G\u00fcven aral\u0131\u011f\u0131 = p<\/strong> <strong>+\/- z*(\u221a <span style=\"text-decoration: overline;\">p(1-p) \/ n<\/span> )<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>p:<\/strong> \u201cba\u015far\u0131lar\u0131n\u201d oran\u0131<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>z:<\/strong> se\u00e7ilen z de\u011feri<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n:<\/strong> \u00f6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fc<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Python&#8217;da bu t\u00fcr g\u00fcven aral\u0131\u011f\u0131n\u0131 hesaplaman\u0131n en kolay yolu <strong>statsmodels<\/strong> paketindeki <strong>orant\u0131_confint()<\/strong> i\u015flevini kullanmakt\u0131r:<\/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;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>count<\/strong> : Ba\u015far\u0131 say\u0131s\u0131<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>nobs<\/strong> : Toplam deneme say\u0131s\u0131<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>alfa<\/strong> : anlaml\u0131l\u0131k d\u00fczeyi (varsay\u0131lan 0,05&#8217;tir)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>y\u00f6ntem<\/strong> : g\u00fcven aral\u0131\u011f\u0131 i\u00e7in kullan\u0131lacak y\u00f6ntem (varsay\u0131lan \u201cnormaldir\u201d)<\/span><\/li>\n<\/ul>\n<p style=\"text-align: left;\"> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekte bu fonksiyonun pratikte nas\u0131l kullan\u0131laca\u011f\u0131 g\u00f6sterilmektedir.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">\u00d6rnek: Python&#8217;da Binom G\u00fcven Aral\u0131\u011f\u0131n\u0131 Hesaplama<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Bir il\u00e7ede belirli bir yasay\u0131 destekleyen sakinlerin oran\u0131n\u0131 tahmin etmek istedi\u011fimizi varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">100 sakinden olu\u015fan rastgele bir \u00f6rneklem se\u00e7meye karar veriyoruz ve bunlar\u0131n 56&#8217;s\u0131n\u0131n yasadan yana oldu\u011funu g\u00f6r\u00fcyoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">T\u00fcm il\u00e7ede bu yasaya sahip olan sakinlerin ger\u00e7ek oran\u0131na ili\u015fkin %95 g\u00fcven aral\u0131\u011f\u0131n\u0131 hesaplamak i\u00e7in <strong>orant\u0131_confint()<\/strong> i\u015flevini kullanabiliriz:<\/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;\">Yasay\u0131 destekleyen il\u00e7e sakinlerinin ger\u00e7ek oran\u0131 i\u00e7in %95 g\u00fcven aral\u0131\u011f\u0131 <strong>[.4627, .6573]&#8217;<\/strong> t\u00fcr.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Varsay\u0131lan olarak bu i\u015flev, g\u00fcven aral\u0131\u011f\u0131n\u0131 hesaplamak i\u00e7in asimptotik normal yakla\u015f\u0131m\u0131 kullan\u0131r. Ancak farkl\u0131 bir y\u00f6ntem kullanmak i\u00e7in <strong>y\u00f6ntem<\/strong> arg\u00fcman\u0131n\u0131 kullanabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, R programlama dilinde binom g\u00fcven aral\u0131\u011f\u0131n\u0131 hesaplamak i\u00e7in kullan\u0131lan varsay\u0131lan i\u015flev Wilson puan aral\u0131\u011f\u0131d\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Python&#8217;da g\u00fcven aral\u0131\u011f\u0131n\u0131 hesaplarken bu y\u00f6ntemi belirtmek i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabiliriz:<\/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;\">Bu bize yasay\u0131 destekleyen il\u00e7e sakinlerinin ger\u00e7ek oran\u0131 i\u00e7in %95 g\u00fcven aral\u0131\u011f\u0131n\u0131n <strong>[.4623, .6533]<\/strong> oldu\u011funu s\u00f6yl\u00fcyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu g\u00fcven aral\u0131\u011f\u0131 normal yakla\u015f\u0131m kullan\u0131larak hesaplanandan biraz farkl\u0131d\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Farkl\u0131 bir g\u00fcven aral\u0131\u011f\u0131 hesaplamak i\u00e7in <strong>alfa<\/strong> de\u011ferini de ayarlayabilece\u011fimizi unutmay\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, %90 g\u00fcven aral\u0131\u011f\u0131n\u0131 hesaplamak i\u00e7in alfay\u0131 0,10 olarak ayarlayabiliriz:<\/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;\">Bu bize yasay\u0131 destekleyen il\u00e7e sakinlerinin ger\u00e7ek oran\u0131 i\u00e7in %90 g\u00fcven aral\u0131\u011f\u0131n\u0131n <strong>[.4778, .6390]<\/strong> oldu\u011funu s\u00f6yl\u00fcyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\"><strong>Not<\/strong> : <strong>Orant\u0131_confint()<\/strong> i\u015flevine ili\u015fkin t\u00fcm belgeleri <a href=\"https:\/\/www.statsmodels.org\/devel\/generated\/statsmodels.stats.proportion.proportion_confint.html\" target=\"_blank\" rel=\"noopener\">burada<\/a> bulabilirsiniz.<\/span><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde Python&#8217;da di\u011fer yayg\u0131n i\u015flemlerin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/guven-araligi-python-grafigi\/\" target=\"_blank\" rel=\"noopener\">Python&#8217;da g\u00fcven aral\u0131\u011f\u0131 nas\u0131l \u00e7izilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/binom-dagilim-pitonu\/\" target=\"_blank\" rel=\"noopener\">Python&#8217;da Binom Da\u011f\u0131l\u0131m\u0131 Nas\u0131l Kullan\u0131l\u0131r<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Binom olas\u0131l\u0131\u011f\u0131 i\u00e7in g\u00fcven aral\u0131\u011f\u0131 a\u015fa\u011f\u0131daki form\u00fcl kullan\u0131larak hesaplan\u0131r: G\u00fcven aral\u0131\u011f\u0131 = p +\/- z*(\u221a p(1-p) \/ n ) Alt\u0131n: p: \u201cba\u015far\u0131lar\u0131n\u201d oran\u0131 z: se\u00e7ilen z de\u011feri n: \u00f6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fc Python&#8217;da bu t\u00fcr g\u00fcven aral\u0131\u011f\u0131n\u0131 hesaplaman\u0131n en kolay yolu statsmodels paketindeki orant\u0131_confint() i\u015flevini kullanmakt\u0131r: 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":[11],"tags":[],"class_list":["post-2929","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python&#039;da Binom G\u00fcven Aral\u0131\u011f\u0131 Nas\u0131l Hesaplan\u0131r - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde Python&#039;da binom g\u00fcven aral\u0131\u011f\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 bir \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.\" \/>\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\/tr\/binom-guven-araligi-python\/\" \/>\n<meta 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