{"id":1275,"date":"2023-07-27T01:26:47","date_gmt":"2023-07-27T01:26:47","guid":{"rendered":"https:\/\/statorials.org\/tr\/rdeki-sorunlar\/"},"modified":"2023-07-27T01:26:47","modified_gmt":"2023-07-27T01:26:47","slug":"rdeki-sorunlar","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/rdeki-sorunlar\/","title":{"rendered":"R&#39;de dffits nas\u0131l hesaplan\u0131r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0130statistikte genellikle farkl\u0131 <a href=\"https:\/\/statorials.org\/tr\/istatistikte-gozlem\/\" target=\"_blank\" rel=\"noopener\">g\u00f6zlemlerin<\/a> regresyon modellerinde ne gibi etkileri oldu\u011funu bilmek isteriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">G\u00f6zlemlerin etkisini hesaplaman\u0131n bir yolu, &#8220;uyumlardaki fark&#8221; anlam\u0131na gelen <strong>DFFITS<\/strong> olarak bilinen bir \u00f6l\u00e7\u00fcm kullanmakt\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu \u00f6l\u00e7\u00fcm bize, bireysel bir g\u00f6zlemi ihmal etti\u011fimizde regresyon modelinin yapt\u0131\u011f\u0131 tahminlerin ne kadar de\u011fi\u015fti\u011fini g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde, R&#8217;deki bir modeldeki her g\u00f6zlem i\u00e7in DFFITS&#8217;nin nas\u0131l hesaplanaca\u011f\u0131 ve g\u00f6rselle\u015ftirilece\u011fine ili\u015fkin ad\u0131m ad\u0131m bir \u00f6rnek g\u00f6sterilmektedir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>1. Ad\u0131m: Bir regresyon modeli olu\u015fturun<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0130lk olarak, R&#8217;de yerle\u015fik <strong>mtcars<\/strong> veri k\u00fcmesini kullanarak <a href=\"https:\/\/statorials.org\/tr\/coklu-dogrusal-regresyon-r\/\" target=\"_blank\" rel=\"noopener\">\u00e7oklu do\u011frusal regresyon modeli<\/a> olu\u015fturaca\u011f\u0131z:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load the dataset<\/span>\ndata(mtcars)\n\n<span style=\"color: #008080;\">#fit a regression model<\/span>\nmodel &lt;- lm(mpg~disp+hp, data=mtcars)\n\n<span style=\"color: #008080;\">#view model summary\n<\/span>summary(model)\n\nCoefficients:\n             Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 30.735904 1.331566 23.083 &lt; 2nd-16 ***\navailable -0.030346 0.007405 -4.098 0.000306 ***\nhp -0.024840 0.013385 -1.856 0.073679 .  \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 3.127 on 29 degrees of freedom\nMultiple R-squared: 0.7482, Adjusted R-squared: 0.7309 \nF-statistic: 43.09 on 2 and 29 DF, p-value: 2.062e-09\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: Her g\u00f6zlem i\u00e7in DFFITS&#8217;yi hesaplay\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Daha sonra, modeldeki her g\u00f6zlem i\u00e7in DFFITS de\u011ferini hesaplamak amac\u0131yla yerle\u015fik <strong>dffits()<\/strong> i\u015flevini kullanaca\u011f\u0131z:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate DFFITS for each observation in the model\n<\/span>dffits &lt;- <span style=\"color: #3366ff;\">as<\/span> . <span style=\"color: #3366ff;\">data<\/span> . <span style=\"color: #3366ff;\">frame<\/span> (dffits(model))\n\n<span style=\"color: #008080;\">#display DFFITS for each observation\n<\/span>challenges\n\n                    dffits(model)\nMazda RX4 -0.14633456\nMazda RX4 Wag -0.14633456\nDatsun 710 -0.19956440\nHornet 4 Drive 0.11540062\nHornet Sportabout 0.32140303\nValiant -0.26586716\nDuster 360 0.06282342\nMerc 240D -0.03521572\nMerc 230 -0.09780612\nMerc 280 -0.22680622\nMerc 280C -0.32763355\nMerc 450SE -0.09682952\nMerc 450SL -0.03841129\nMerc 450SLC -0.17618948\nCadillac Fleetwood -0.15860270\nLincoln Continental -0.15567627\nChrysler Imperial 0.39098449\nFiat 128 0.60265798\nHonda Civic 0.35544919\nToyota Corolla 0.78230167\nToyota Corona -0.25804885\nDodge Challenger -0.16674639\nAMC Javelin -0.20965432\nCamaro Z28 -0.08062828\nPontiac Firebird 0.67858692\nFiat X1-9 0.05951528\nPorsche 914-2 0.09453310\nLotus Europa 0.55650363\nFord Pantera L 0.31169050\nFerrari Dino -0.29539098\nMaserati Bora 0.76464932\nVolvo 142E -0.24266054\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Tipik olarak, DFFITS de\u011ferlerinin 2\u221a <span style=\"text-decoration: overline;\">p\/n<\/span> e\u015fi\u011finin \u00fczerinde oldu\u011fu g\u00f6zlemlere daha yak\u0131ndan bakar\u0131z; burada:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>p:<\/strong> Modelde kullan\u0131lan yorday\u0131c\u0131 de\u011fi\u015fken say\u0131s\u0131<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n:<\/strong> Modelde kullan\u0131lan g\u00f6zlem say\u0131s\u0131<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu \u00f6rnekte e\u015fik <strong>0,5<\/strong> olacakt\u0131r:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find number of predictors in model\n<\/span>p &lt;- <span style=\"color: #3366ff;\">length<\/span> (model$coefficients)-1\n\n<span style=\"color: #008080;\">#find number of observations<\/span>\nn &lt;- <span style=\"color: #3366ff;\">nrow<\/span> (mtcars)\n\n<span style=\"color: #008080;\">#calculate DFFITS threshold value<\/span>\nthresh &lt;- 2* <span style=\"color: #3366ff;\">sqrt<\/span> (p\/n)\n\nthresh\n\n[1] 0.5\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Herhangi birinin e\u015fi\u011fi a\u015f\u0131p a\u015fmad\u0131\u011f\u0131n\u0131 g\u00f6rmek i\u00e7in g\u00f6zlemleri DFFITS de\u011ferlerine g\u00f6re s\u0131ralayabiliriz:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#sort observations by DFFITS, descending<\/span>\ndffits[ <span style=\"color: #3366ff;\">order<\/span> (-dffits[' <span style=\"color: #008000;\">dffits(model)<\/span> ']), ]\n\n [1] 0.78230167 0.76464932 0.67858692 0.60265798 0.55650363 0.39098449\n [7] 0.35544919 0.32140303 0.31169050 0.11540062 0.09453310 0.06282342\n[13] 0.05951528 -0.03521572 -0.03841129 -0.08062828 -0.09682952 -0.09780612\n[19] -0.14633456 -0.14633456 -0.15567627 -0.15860270 -0.16674639 -0.17618948\n[25] -0.19956440 -0.20965432 -0.22680622 -0.24266054 -0.25804885 -0.26586716\n[31] -0.29539098 -0.32763355\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0130lk be\u015f g\u00f6zlemin DFFITS de\u011ferinin 0,5&#8217;ten b\u00fcy\u00fck oldu\u011funu g\u00f6rebiliyoruz; bu, model \u00fczerinde b\u00fcy\u00fck bir etkiye sahip olup olmad\u0131klar\u0131n\u0131 belirlemek i\u00e7in bu g\u00f6zlemleri daha yak\u0131ndan incelemek isteyebilece\u011fimiz anlam\u0131na geliyor.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ad\u0131m 3: Her g\u00f6zlem i\u00e7in DFFITS&#8217;yi g\u00f6rselle\u015ftirin<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Son olarak, her g\u00f6zlem i\u00e7in DFFITS&#8217;yi g\u00f6rselle\u015ftirmek \u00fczere h\u0131zl\u0131 bir grafik olu\u015fturabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#plot DFFITS values for each observation<\/span>\nplot(dffits(model), type = ' <span style=\"color: #008000;\">h<\/span> ')\n\n<span style=\"color: #008080;\">#add horizontal lines at absolute values for threshold<\/span>\nabline(h = thresh, lty = 2)\nabline(h = -thresh, lty = 2)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12542 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/dffits1.png\" alt=\"R'deki DFFITS\" width=\"451\" height=\"405\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">X ekseni, veri k\u00fcmesindeki her g\u00f6zlemin indeksini g\u00f6r\u00fcnt\u00fcler ve y de\u011feri, her g\u00f6zlem i\u00e7in kar\u015f\u0131l\u0131k gelen DFFITS de\u011ferini g\u00f6r\u00fcnt\u00fcler.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/rde-basit-dogrusal-regresyon\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de basit do\u011frusal regresyon nas\u0131l ger\u00e7ekle\u015ftirilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/coklu-dogrusal-regresyon-r\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de \u00e7oklu do\u011frusal regresyon nas\u0131l ger\u00e7ekle\u015ftirilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rde-kaldirac\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de kald\u0131ra\u00e7 istatistikleri nas\u0131l hesaplan\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/kalan-iz-r\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de art\u0131k arsa nas\u0131l olu\u015fturulur<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130statistikte genellikle farkl\u0131 g\u00f6zlemlerin regresyon modellerinde ne gibi etkileri oldu\u011funu bilmek isteriz. G\u00f6zlemlerin etkisini hesaplaman\u0131n bir yolu, &#8220;uyumlardaki fark&#8221; anlam\u0131na gelen DFFITS olarak bilinen bir \u00f6l\u00e7\u00fcm kullanmakt\u0131r. Bu \u00f6l\u00e7\u00fcm bize, bireysel bir g\u00f6zlemi ihmal etti\u011fimizde regresyon modelinin yapt\u0131\u011f\u0131 tahminlerin ne kadar de\u011fi\u015fti\u011fini g\u00f6sterir. Bu e\u011fitimde, R&#8217;deki bir modeldeki her g\u00f6zlem i\u00e7in DFFITS&#8217;nin nas\u0131l hesaplanaca\u011f\u0131 ve [&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-1275","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>R - Statorials&#039;ta DFFITS nas\u0131l hesaplan\u0131r<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, ad\u0131m ad\u0131m bir \u00f6rnek de dahil olmak \u00fczere R&#039;de DFFITS&#039;nin nas\u0131l hesaplanaca\u011f\u0131 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\/rdeki-sorunlar\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R - Statorials&#039;ta DFFITS nas\u0131l hesaplan\u0131r\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde, ad\u0131m ad\u0131m bir \u00f6rnek de dahil olmak \u00fczere R&#039;de DFFITS&#039;nin nas\u0131l hesaplanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/rdeki-sorunlar\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T01:26:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/dffits1.png\" \/>\n<meta name=\"author\" content=\"Dr.benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr.benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/rdeki-sorunlar\/\",\"url\":\"https:\/\/statorials.org\/tr\/rdeki-sorunlar\/\",\"name\":\"R - Statorials&#39;ta DFFITS nas\u0131l hesaplan\u0131r\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-27T01:26:47+00:00\",\"dateModified\":\"2023-07-27T01:26:47+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde, ad\u0131m ad\u0131m bir \u00f6rnek de dahil olmak \u00fczere R&#39;de DFFITS&#39;nin nas\u0131l hesaplanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/rdeki-sorunlar\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/rdeki-sorunlar\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/rdeki-sorunlar\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"R&#39;de dffits nas\u0131l hesaplan\u0131r\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/tr\/#website\",\"url\":\"https:\/\/statorials.org\/tr\/\",\"name\":\"Statorials\",\"description\":\"\u0130statistik okuryazarl\u0131\u011f\u0131 rehberiniz!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/tr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\",\"name\":\"Dr.benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr.benjamin anderson\"},\"description\":\"Merhaba, ben Benjamin, emekli bir istatistik profes\u00f6r\u00fc ve Statorials \u00f6\u011fretmenine d\u00f6n\u00fc\u015ft\u00fcm. \u0130statistik alan\u0131ndaki kapsaml\u0131 deneyimim ve uzmanl\u0131\u011f\u0131mla, \u00f6\u011frencilerimi Statorials arac\u0131l\u0131\u011f\u0131yla g\u00fc\u00e7lendirmek i\u00e7in bilgilerimi payla\u015fmaya can at\u0131yorum. 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