{"id":4520,"date":"2023-07-10T11:00:23","date_gmt":"2023-07-10T11:00:23","guid":{"rendered":"https:\/\/statorials.org\/tr\/sas-grafigi-standart-hata-cubuklari-ile-anlamina-gelir\/"},"modified":"2023-07-10T11:00:23","modified_gmt":"2023-07-10T11:00:23","slug":"sas-grafigi-standart-hata-cubuklari-ile-anlamina-gelir","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/sas-grafigi-standart-hata-cubuklari-ile-anlamina-gelir\/","title":{"rendered":"Sas: ortalamalar standart hata \u00e7ubuklar\u0131yla nas\u0131l \u00e7izilir?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Gruba g\u00f6re standart hata \u00e7ubuklar\u0131yla ortalama de\u011ferlerin grafi\u011fini olu\u015fturmak i\u00e7in SAS&#8217;ta a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*calculate mean and standard error of points for each team*\/\n<\/span><span style=\"color: #800080;\">proc sql<\/span> ;\n<span style=\"color: #3366ff;\">create table<\/span> groupPlot <span style=\"color: #3366ff;\">as<\/span>\n<span style=\"color: #3366ff;\">select<\/span> \n    team, \n    mean(points) <span style=\"color: #3366ff;\">as<\/span> meanPoints, \n    mean(points) - <span style=\"color: #3366ff;\">stderr<\/span> (points) <span style=\"color: #3366ff;\">as<\/span> lowStdPoints,    \n    mean(points) + <span style=\"color: #3366ff;\">stderr<\/span> (points) <span style=\"color: #3366ff;\">as<\/span> highStdPoints\n<span style=\"color: #3366ff;\">from<\/span> my_data\n<span style=\"color: #3366ff;\">group by<\/span> team;\n<span style=\"color: #800080;\">quit<\/span> ;\n\n<span style=\"color: #008000;\">\/*create plot with mean and standard error bars of points for each team*\/\n<\/span><span style=\"color: #800080;\">proc sgplot<\/span> <span style=\"color: #3366ff;\">data<\/span> =groupPlot;\n<span style=\"color: #3366ff;\">scatter<\/span> <span style=\"color: #3366ff;\">x<\/span> =team <span style=\"color: #3366ff;\">y<\/span> =meanPoints \/ \n    <span style=\"color: #3366ff;\">yerrorlower<\/span> =lowStdPoints <span style=\"color: #3366ff;\">yerrorupper<\/span> =highStdPoints <span style=\"color: #3366ff;\">group<\/span> =team;\n<span style=\"color: #3366ff;\">series<\/span> <span style=\"color: #3366ff;\">x<\/span> =team <span style=\"color: #3366ff;\">y<\/span> =meanPoints \/ <span style=\"color: #3366ff;\">group<\/span> =team;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Bu \u00f6zel \u00f6rnek, bir veri k\u00fcmesindeki <strong>tak\u0131m<\/strong> de\u011fi\u015fkenine g\u00f6re grupland\u0131r\u0131lan <strong>puan<\/strong> de\u011fi\u015fkeninin ortalama de\u011ferini hesaplamak i\u00e7in <strong>PROC SQL&#8217;i<\/strong> kullan\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra, <strong>tak\u0131m<\/strong> de\u011fi\u015fkenine g\u00f6re grupland\u0131r\u0131lm\u0131\u015f standart hata \u00e7ubuklar\u0131yla birlikte <strong>puan<\/strong> de\u011fi\u015fkeninin ortalama de\u011ferini g\u00f6steren bir grafik olu\u015fturmak i\u00e7in <strong>PROC SGPLOT&#8217;u<\/strong> kullan\u0131r\u0131z.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnek, bu s\u00f6zdiziminin pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek: SAS&#8217;ta Standart Hata \u00c7ubuklar\u0131yla Ortalamalar\u0131n \u00c7izilmesi<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Farkl\u0131 tak\u0131mlardaki basketbolcular\u0131n att\u0131\u011f\u0131 puanlar hakk\u0131nda bilgi i\u00e7eren a\u015fa\u011f\u0131daki veri setine sahip oldu\u011fumuzu varsayal\u0131m:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create dataset*\/<\/span><span style=\"color: #800080;\"><span style=\"color: #000000;\"><span style=\"color: #800080;\">\ndata<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> team $points;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nAt 29\nAt 23\nAt 20\nAt 21\nAt 33\nB14\nB 13\nB17\nB14\nB15\nC 21\nC22\nC 20\nC25\nC24\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<\/span><span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;<\/span><\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-35311 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sg1.png\" alt=\"\" width=\"163\" height=\"387\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Diyelim ki her <strong>tak\u0131m<\/strong> i\u00e7in ortalama <strong>puan<\/strong> de\u011ferini standart hata \u00e7ubuklar\u0131yla birlikte g\u00f6steren bir grafik olu\u015fturmak istiyoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunu yapmak i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*calculate mean and standard error of points for each team*\/\n<\/span><span style=\"color: #800080;\">proc sql<\/span> ;\n<span style=\"color: #3366ff;\">create table<\/span> groupPlot <span style=\"color: #3366ff;\">as<\/span>\n<span style=\"color: #3366ff;\">select<\/span> \n    team, \n    mean(points) <span style=\"color: #3366ff;\">as<\/span> meanPoints, \n    mean(points) - <span style=\"color: #3366ff;\">stderr<\/span> (points) <span style=\"color: #3366ff;\">as<\/span> lowStdPoints,    \n    mean(points) + <span style=\"color: #3366ff;\">stderr<\/span> (points) <span style=\"color: #3366ff;\">as<\/span> highStdPoints\n<span style=\"color: #3366ff;\">from<\/span> my_data\n<span style=\"color: #3366ff;\">group by<\/span> team;\n<span style=\"color: #800080;\">quit<\/span> ;\n\n<span style=\"color: #008000;\">\/*create plot with mean and standard error bars of points for each team*\/\n<\/span><span style=\"color: #800080;\">proc sgplot<\/span> <span style=\"color: #3366ff;\">data<\/span> =groupPlot;\n<span style=\"color: #3366ff;\">scatter<\/span> <span style=\"color: #3366ff;\">x<\/span> =team <span style=\"color: #3366ff;\">y<\/span> =meanPoints \/ \n    <span style=\"color: #3366ff;\">yerrorlower<\/span> =lowStdPoints <span style=\"color: #3366ff;\">yerrorupper<\/span> =highStdPoints <span style=\"color: #3366ff;\">group<\/span> =team;\n<span style=\"color: #3366ff;\">series<\/span> <span style=\"color: #3366ff;\">x<\/span> =team <span style=\"color: #3366ff;\">y<\/span> =meanPoints \/ <span style=\"color: #3366ff;\">group<\/span> =team;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-35312 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sg2.png\" alt=\"\" width=\"616\" height=\"465\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">K\u00fc\u00e7\u00fck daireler her <strong>tak\u0131m<\/strong> i\u00e7in ortalama <strong>puan<\/strong> de\u011ferini g\u00f6sterir ve dairelerden uzanan \u00e7ubuklar her <strong>tak\u0131m<\/strong> i\u00e7in <strong>puanlar\u0131n<\/strong> standart hatas\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ortalama ve standart hatan\u0131n ger\u00e7ek de\u011ferlerini g\u00f6rmek i\u00e7in <strong>PROC SQL<\/strong> kullanarak olu\u015fturdu\u011fumuz tabloyu da yazd\u0131rabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*print mean and standard error of points for each team*\/\n<\/span><span style=\"color: #000000;\"><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =groupPlot;<\/span>\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-35313 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sg3.png\" alt=\"\" width=\"408\" height=\"112\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu tablodaki de\u011ferler yukar\u0131daki grafikte g\u00f6sterilen de\u011ferlere kar\u015f\u0131l\u0131k gelmektedir.<\/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\u011fitimlerde SAS&#8217;ta di\u011fer grafiklerin nas\u0131l olu\u015fturulaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/dogrusal-izleme-hava-kilidi\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta \u00c7izgi Grafikleri Nas\u0131l Olu\u015fturulur<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/gruba-gore-kutu-biyik-hava-kilidi\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta gruba g\u00f6re kutu grafikleri nas\u0131l olu\u015fturulur?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/sas-regresyon-cizgisine-sahip-nokta-bulutu\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta regresyon \u00e7izgisine sahip bir da\u011f\u0131l\u0131m grafi\u011fi nas\u0131l olu\u015fturulur?<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Gruba g\u00f6re standart hata \u00e7ubuklar\u0131yla ortalama de\u011ferlerin grafi\u011fini olu\u015fturmak i\u00e7in SAS&#8217;ta a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabilirsiniz: \/*calculate mean and standard error of points for each team*\/ proc sql ; create table groupPlot as select team, mean(points) as meanPoints, mean(points) &#8211; stderr (points) as lowStdPoints, mean(points) + stderr (points) as highStdPoints from my_data group by team; quit ; [&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-4520","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - 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