

{"id":12583,"date":"2018-04-07T05:04:40","date_gmt":"2018-04-07T05:04:40","guid":{"rendered":"https:\/\/data-flair.training\/blogs\/?p=12583"},"modified":"2021-05-09T13:16:19","modified_gmt":"2021-05-09T07:46:19","slug":"sas-fishers-exact-test","status":"publish","type":"post","link":"https:\/\/data-flair.training\/blogs\/sas-fishers-exact-test\/","title":{"rendered":"How to Apply Fishers Exact Test in SAS Using PROC FREQ Procedure"},"content":{"rendered":"<p>We looked at<strong> t-tests<\/strong>, <strong>correlation<\/strong>, and <strong>regression<\/strong>,<strong> Bland-Altman analysis<\/strong>, chi-square test in the previous tutorials, today we will be looking at another process called SAS Fishers Exact test and how they can be created in SAS Programming\u00a0Language with using PROC FREQ Procedure.<\/p>\n<p>We will also study Fisher exact test SAS Syntax and also get Proc Freq fisher exact test output.<\/p>\n<p>So, let&#8217;s start with SAS Fishers Exact Test.<\/p>\n<h2>What is SAS Fishers Exact Test<\/h2>\n<p>The\u00a0<em>Fisher Exact test in SAS<\/em>\u00a0is a test of significance that is used in the place of <strong>chi-square test SAS<\/strong>\u00a0in 2 by 2 tables, especially in cases of small samples.<\/p>\n<p>If the assumptions for using the chi-square test are not met (i.e., small expected numbers in one or more cells), then an alternative <strong>hypothesis test<\/strong> to use is Fisher exact test.<\/p>\n<p>This non-parametric test assumes that the row and column totals are fixed and considers the possible distributions of data values within the table.<\/p>\n<h2>The PROC FREQ Procedure<\/h2>\n<p>We saw the use of PROC FREQ, to create <strong>frequency distribution<\/strong> tables, and to create chi-square tests, but it can also be used to create a SAS Fisher exact test.<\/p>\n<p><strong>A Syntax of PROC FREQ Procedure-<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\">PROC FREQ DATA = dataset;\r\nTABLES Variable1*Variable2 \/ fisher;<\/pre>\n<p>Here the syntax looks similar to the one we used for cross tabulation except for the fisher option that gives us a fisher exact test result.<\/p>\n<h2>Applying Fishers Exact Test in SAS<\/h2>\n<p>SAS Fishers Exact Test is a very simple test, in the example below, we choose two categorical variables a1 and a2 and apply test on them using Proc Freq.<\/p>\n<p><strong>Example of SAS Fishers Exact Test-<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\">data new;\r\ninput\u00a0 a1 a2 Result @@;\r\ndatalines;\r\n2 3 4 4 1 1 2\u00a0 7 5 6 7;\r\nproc freq;\r\ntables a1*a2 \/ fisher;\r\nrun;<\/pre>\n<p>&nbsp;<\/p>\n<div id=\"attachment_12593\" style=\"width: 820px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/04\/fisher-out1.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-12593\" class=\"wp-image-12593 size-full\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/04\/fisher-out1.png\" alt=\"SAS Fishers Exact Test\" width=\"810\" height=\"709\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/04\/fisher-out1.png 810w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/04\/fisher-out1-150x131.png 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/04\/fisher-out1-300x263.png 300w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/04\/fisher-out1-768x672.png 768w\" sizes=\"auto, (max-width: 810px) 100vw, 810px\" \/><\/a><p id=\"caption-attachment-12593\" class=\"wp-caption-text\">Fishers Exact Test in SAS Using PROC FREQ Procedure<\/p><\/div>\n<p>&nbsp;<\/p>\n<div id=\"attachment_12594\" style=\"width: 539px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/04\/fisher-out2.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-12594\" class=\"wp-image-12594 size-full\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/04\/fisher-out2.png\" alt=\"SAS\" width=\"529\" height=\"424\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/04\/fisher-out2.png 529w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/04\/fisher-out2-150x120.png 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/04\/fisher-out2-300x240.png 300w\" sizes=\"auto, (max-width: 529px) 100vw, 529px\" \/><\/a><p id=\"caption-attachment-12594\" class=\"wp-caption-text\">Output &#8211; SAS\u00a0Fisher Exact Test<\/p><\/div>\n<h2>Conclusion<\/h2>\n<p>Hence, we hope you all understood what is SAS Fishers exact test and how can we create Fishers\u00a0exact test in <strong>SAS Programming Language<\/strong>.<\/p>\n<p>In conclusion, we saw PROC FREQ Procedure.\u00a0Furthermore, if you have any query feel free to ask in a comment section and stay tuned to learn more interesting things in SAS.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We looked at t-tests, correlation, and regression, Bland-Altman analysis, chi-square test in the previous tutorials, today we will be looking at another process called SAS Fishers Exact test and how they can be created&#46;&#46;&#46;<\/p>\n","protected":false},"author":6,"featured_media":12592,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[59],"tags":[4721,4722,4723,10015,12024,14063],"class_list":["post-12583","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sas","tag-fisher-exact-test","tag-fishers-exact-test","tag-fishers-exact-test-in-sas","tag-proc-freq-procedure-syntax","tag-sas-fishers-exact-test","tag-syntax-of-proc-freq-procedure"],"yoast_head":"<!-- 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