{"id":4556,"date":"2023-07-10T03:49:26","date_gmt":"2023-07-10T03:49:26","guid":{"rendered":"https:\/\/statorials.org\/tr\/sas-demek\/"},"modified":"2023-07-10T03:49:26","modified_gmt":"2023-07-10T03:49:26","slug":"sas-demek","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/sas-demek\/","title":{"rendered":"Sas&#39;ta lsmeans deyimi nas\u0131l kullan\u0131l\u0131r (\u00f6rnekle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u00dc\u00e7 veya daha fazla ba\u011f\u0131ms\u0131z grubun ortalamalar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-anova\/\" target=\"_blank\" rel=\"noopener noreferrer\">tek y\u00f6nl\u00fc ANOVA<\/a> kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">ANOVA tablosunun genel <a href=\"https:\/\/statorials.org\/tr\/anova-f-degeri-p-degeri\/\" target=\"_blank\" rel=\"noopener\">p de\u011feri<\/a> belirli bir anlaml\u0131l\u0131k d\u00fczeyinin alt\u0131ndaysa, grup ortalamalar\u0131ndan en az birinin di\u011ferlerinden farkl\u0131 oldu\u011funu s\u00f6ylemek i\u00e7in yeterli kan\u0131t\u0131m\u0131z var demektir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tam olarak hangi grup ortalamalar\u0131n\u0131n farkl\u0131 oldu\u011funu bulmak i\u00e7in <a href=\"https:\/\/statorials.org\/tr\/post-hoc-anova-testleri\/\" target=\"_blank\" rel=\"noopener noreferrer\">post hoc testi<\/a> yapmam\u0131z gerekir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00c7e\u015fitli post-hoc testleri ger\u00e7ekle\u015ftirmek i\u00e7in SAS&#8217;taki <strong>LSMEANS<\/strong> deyimini kullanabilirsiniz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnek, <strong>LSMEANS<\/strong> ifadesinin pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek: SAS&#8217;ta LSMEANS deyimi nas\u0131l kullan\u0131l\u0131r?<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Bir ara\u015ft\u0131rmac\u0131n\u0131n bir \u00e7al\u0131\u015fmaya kat\u0131lmak \u00fczere 30 \u00f6\u011frenciyi i\u015fe ald\u0131\u011f\u0131n\u0131 varsayal\u0131m. \u00d6\u011frenciler bir s\u0131nava haz\u0131rlanmak i\u00e7in \u00fc\u00e7 \u00e7al\u0131\u015fma y\u00f6nteminden birini kullanmak \u00fczere <a href=\"https:\/\/statorials.org\/tr\/rastgele-secim-ve-rastgele-atama\/\" target=\"_blank\" rel=\"noopener\">rastgele atan\u0131r<\/a> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Her \u00f6\u011frencinin s\u0131nav sonu\u00e7lar\u0131 a\u015fa\u011f\u0131da g\u00f6sterilmektedir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22551 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas1.jpg\" alt=\"\" width=\"219\" height=\"237\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu veri k\u00fcmesini SAS&#8217;ta olu\u015fturmak i\u00e7in a\u015fa\u011f\u0131daki kodu kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> Method $Score;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nAt 78\nAt 81\nAt 82\nAt 82\nAt 85\nAt 88\nAt 88\nAt 90\nB 81\nB 83\nB 83\nB85\nB 86\nB 88\nB90\nB91\nC 84\nC 88\nC 88\nC 89\nC 90\nC 93\nC 95\nC 98\n;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Daha sonra tek y\u00f6nl\u00fc ANOVA&#8217;y\u0131 ger\u00e7ekle\u015ftirmek i\u00e7in <strong>proc ANOVA&#8217;y\u0131<\/strong> kullanaca\u011f\u0131z:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\"><span style=\"color: #008000;\">\/*perform one-way ANOVA*\/\n<\/span><span style=\"color: #000000;\"><span style=\"color: #800080;\">proc ANOVA<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n<span style=\"color: #3366ff;\">classMethod<\/span> ;\n<span style=\"color: #3366ff;\">modelScore<\/span> = Method;\n<span style=\"color: #800080;\">run<\/span> ;<\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Bu, a\u015fa\u011f\u0131daki ANOVA tablosunu \u00fcretir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22552\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas2.jpg\" alt=\"SAS'ta tek y\u00f6nl\u00fc ANOVA\" width=\"441\" height=\"294\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu tablodan \u015funlar\u0131 g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Genel F de\u011feri: <strong>5,26<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">Kar\u015f\u0131l\u0131k gelen p de\u011feri: <strong>0,0140<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Tek y\u00f6nl\u00fc bir ANOVA&#8217;n\u0131n a\u015fa\u011f\u0131daki bo\u015f ve alternatif hipotezleri kulland\u0131\u011f\u0131n\u0131 hat\u0131rlay\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> T\u00fcm grup ortalamalar\u0131 e\u015fittir.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> En az bir grubun ortalamas\u0131 farkl\u0131 <sub>&nbsp;<\/sub> dinlenmek.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">ANOVA tablosunun p de\u011feri ( <strong>0,0140<\/strong> ) \u03b1 = 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan s\u0131f\u0131r hipotezini reddediyoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu bize ortalama s\u0131nav puan\u0131n\u0131n \u00fc\u00e7 \u00e7al\u0131\u015fma y\u00f6ntemi aras\u0131nda e\u015fit olmad\u0131\u011f\u0131n\u0131 s\u00f6yler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tam olarak hangi grup ortalamalar\u0131n\u0131n farkl\u0131 oldu\u011funu belirlemek i\u00e7in, Tukey&#8217;in post-hoc testlerini ger\u00e7ekle\u015ftirmek i\u00e7in <strong>PROC GLIMMIX<\/strong> ifadesini <strong>LSMEANS<\/strong> ifadesi ve <strong>ADJUST=TUKEY<\/strong> se\u00e7ene\u011fiyle birlikte kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\"><span style=\"color: #008000;\">\/*perform Tukey post-hoc comparisons*\/\n<\/span><span style=\"color: #000000;\"><span style=\"color: #800080;\">proc glimmix<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n    <span style=\"color: #3366ff;\">classMethod<\/span> ;\n    <span style=\"color: #3366ff;\">modelScore<\/span> = Method;\n    <span style=\"color: #3366ff;\">lsmeans<\/span> Method \/ <span style=\"color: #3366ff;\">adjust<\/span> =tukey <span style=\"color: #3366ff;\">alpha<\/span> = <span style=\"color: #008000;\">.05<\/span> ;\n<span style=\"color: #800080;\">run<\/span> ;<\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Son sonu\u00e7 tablosu Tukey&#8217;in post-hoc kar\u015f\u0131la\u015ft\u0131rmalar\u0131n\u0131n sonu\u00e7lar\u0131n\u0131 g\u00f6steriyor:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-35572\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/lsmeans2.png\" alt=\"SAS'ta LSMEANS ifadesi\" width=\"671\" height=\"124\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Grup ortalamalar\u0131ndaki farka g\u00f6re ayarlanan p de\u011ferlerini g\u00f6r\u00fcnt\u00fclemek i\u00e7in <strong>Adj P<\/strong> s\u00fctununa bakabiliriz.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu s\u00fctunda, d\u00fczeltilmi\u015f p de\u011feri 0,05&#8217;ten k\u00fc\u00e7\u00fck olan yaln\u0131zca bir sat\u0131r oldu\u011funu g\u00f6rebiliriz: A grubu ile C grubu aras\u0131ndaki ortalama fark\u0131 kar\u015f\u0131la\u015ft\u0131ran sat\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu bize A Grubu ile C Grubu aras\u0131nda ortalama s\u0131nav puanlar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark oldu\u011funu s\u00f6yl\u00fcyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Somut olarak \u015funlar\u0131 g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A Grubu \u00f6\u011frencileri ile B Grubu \u00f6\u011frencilerinin ortalama s\u0131nav puanlar\u0131 aras\u0131ndaki fark \u2013 <strong>6.375<\/strong> oldu. (yani A grubundaki \u00f6\u011frencilerin ortalama s\u0131nav puan\u0131 C grubundaki \u00f6\u011frencilere g\u00f6re 6.375 puan daha d\u00fc\u015f\u00fckt\u00fc)<\/span><\/li>\n<li> <span style=\"color: #000000;\">Ortalamalardaki fark i\u00e7in d\u00fczeltilmi\u015f p de\u011feri <strong>0,0137&#8217;dir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Bu iki grup aras\u0131ndaki ortalama s\u0131nav puanlar\u0131 aras\u0131ndaki ger\u00e7ek fark i\u00e7in d\u00fczeltilmi\u015f %95 g\u00fcven aral\u0131\u011f\u0131 <strong>[-11,5219, -1,2281]&#8217;<\/strong> dir.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Di\u011fer gruplar\u0131n ortalamalar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark yoktur.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : Bu \u00f6rnekte, Tukey post-hoc kar\u015f\u0131la\u015ft\u0131rmalar\u0131n\u0131 ger\u00e7ekle\u015ftirmek i\u00e7in <strong>ADJUST=TUKEY&#8217;i<\/strong> kulland\u0131k, ancak di\u011fer post-hoc kar\u015f\u0131la\u015ft\u0131rma t\u00fcrlerini ger\u00e7ekle\u015ftirmek i\u00e7in <strong>BON<\/strong> , <strong>BUNNET<\/strong> , <strong>NELSON<\/strong> , <strong>SCHEFFE<\/strong> , <strong>SIDAK<\/strong> ve <strong>SMM&#8217;yi<\/strong> de belirtebilirsiniz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0130lgili:<\/strong> <a href=\"https:\/\/statorials.org\/tr\/tukey-vs-bonferroni-vs-scheffe\/\" target=\"_blank\" rel=\"noopener\">Tukey vs. Bonferroni vs. Scheffe: Hangi Testi Kullanmal\u0131s\u0131n\u0131z?<\/a><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimler ANOVA modelleri hakk\u0131nda ek bilgi sa\u011flar:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/post-hoc-anova-testleri\/\" target=\"_blank\" rel=\"noopener noreferrer\">ANOVA ile Post-Hoc Testini Kullanma K\u0131lavuzu<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-anova-ve-sas\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta tek y\u00f6nl\u00fc ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/hava-kilidinde-iki-seritli-anova\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta iki y\u00f6nl\u00fc ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir?<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00dc\u00e7 veya daha fazla ba\u011f\u0131ms\u0131z grubun ortalamalar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in tek y\u00f6nl\u00fc ANOVA kullan\u0131l\u0131r. ANOVA tablosunun genel p de\u011feri belirli bir anlaml\u0131l\u0131k d\u00fczeyinin alt\u0131ndaysa, grup ortalamalar\u0131ndan en az birinin di\u011ferlerinden farkl\u0131 oldu\u011funu s\u00f6ylemek i\u00e7in yeterli kan\u0131t\u0131m\u0131z var demektir. Tam olarak hangi grup ortalamalar\u0131n\u0131n farkl\u0131 oldu\u011funu bulmak i\u00e7in post [&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-4556","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>SAS&#039;ta LSMEANS deyimi nas\u0131l kullan\u0131l\u0131r (\u00f6rnekle) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde bir \u00f6rnekle SAS&#039;ta LSMEANS ifadesinin nas\u0131l kullan\u0131laca\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\/sas-demek\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAS&#039;ta LSMEANS deyimi nas\u0131l kullan\u0131l\u0131r (\u00f6rnekle) - Statorials\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde bir \u00f6rnekle SAS&#039;ta LSMEANS ifadesinin nas\u0131l kullan\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/sas-demek\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-10T03:49:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas1.jpg\" \/>\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\/sas-demek\/\",\"url\":\"https:\/\/statorials.org\/tr\/sas-demek\/\",\"name\":\"SAS&#39;ta LSMEANS deyimi nas\u0131l kullan\u0131l\u0131r (\u00f6rnekle) - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-10T03:49:26+00:00\",\"dateModified\":\"2023-07-10T03:49:26+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde bir \u00f6rnekle SAS&#39;ta LSMEANS ifadesinin nas\u0131l kullan\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/sas-demek\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/sas-demek\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/sas-demek\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Sas&#39;ta lsmeans deyimi nas\u0131l kullan\u0131l\u0131r (\u00f6rnekle)\"}]},{\"@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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