{"id":4481,"date":"2023-07-10T18:31:08","date_gmt":"2023-07-10T18:31:08","guid":{"rendered":"https:\/\/statorials.org\/id\/sas-proc-reg\/"},"modified":"2023-07-10T18:31:08","modified_gmt":"2023-07-10T18:31:08","slug":"sas-proc-reg","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/sas-proc-reg\/","title":{"rendered":"Cara menggunakan proc reg di sas (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan <strong>PROC REG<\/strong> di SAS agar sesuai dengan model regresi linier.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Anda dapat menggunakan sintaks dasar berikut agar sesuai dengan <a href=\"https:\/\/statorials.org\/id\/regresi-linier-1\/\" target=\"_blank\" rel=\"noopener\">model regresi linier sederhana<\/a> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\">proc reg<\/span> <span style=\"color: #3366ff;\">data<\/span> = my_data;\n    <span style=\"color: #3366ff;\">model<\/span> y = x;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Ini akan sesuai dengan model regresi linier berikut:<\/span><\/p>\n<p> <span style=\"color: #000000;\">kamu = b <sub>0<\/sub> + b <sub>1<\/sub> x<\/span><\/p>\n<p> <span style=\"color: #000000;\">Anda dapat menggunakan sintaks dasar berikut agar sesuai dengan <a href=\"https:\/\/statorials.org\/id\/regresi-linier-berganda\/\" target=\"_blank\" rel=\"noopener\">model regresi linier berganda<\/a> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\">proc reg<\/span> <span style=\"color: #3366ff;\">data<\/span> = my_data;\n    <span style=\"color: #3366ff;\">model<\/span> y = x1 x2 x3;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Ini akan sesuai dengan model regresi linier berikut:<\/span><\/p>\n<p> <span style=\"color: #000000;\">kamu = b <sub>0<\/sub> + b <sub>1<\/sub> x <sub>1<\/sub> + b <sub>2<\/sub> x <sub>2<\/sub> + b <sub>3<\/sub> x <sub>3<\/sub><\/span><\/p>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan <strong>PROC REG<\/strong> agar sesuai dengan model regresi linier sederhana di SAS serta cara menafsirkan hasilnya.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh: Cara menggunakan PROC REG di SAS<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Misalkan kita memiliki kumpulan data berikut yang berisi informasi tentang jam belajar dan nilai ujian akhir 15 siswa dalam satu kelas:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> exam_data;\n    <span style=\"color: #3366ff;\">input<\/span> hours score;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n1 64\n2 66\n4 76\n5 73\n5 74\n6 81\n6 83\n7 82\n8 80\n10 88\n11 84\n11 82\n12 91\n12 93\n14 89\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =exam_data;\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22743 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simplesas1.jpg\" alt=\"\" width=\"143\" height=\"367\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan <strong>PROC REG<\/strong> untuk menyesuaikan model regresi linier sederhana dengan kumpulan data ini, menggunakan <strong>jam<\/strong> sebagai variabel prediktor dan <strong>skor<\/strong> sebagai <a href=\"https:\/\/statorials.org\/id\/variabel-tanggapan-penjelas\/\" target=\"_blank\" rel=\"noopener\">variabel respons<\/a> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*fit simple linear regression model*\/\n<\/span><span style=\"color: #800080;\">proc reg<\/span> <span style=\"color: #3366ff;\">data<\/span> = exam_data;\n   <span style=\"color: #3366ff;\">model<\/span> score = hours;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Tabel hasil pertama menyajikan ringkasan kecocokan model:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22744\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simplesas2.jpg\" alt=\"keluaran regresi linier sederhana di SAS\" width=\"416\" height=\"501\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Tabel <strong>Estimasi Parameter<\/strong> berisi estimasi koefisien model.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Dari tabel ini kita dapat melihat persamaan regresi yang sesuai:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Skor = 65,33 + 1,98*(jam)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Prosedur <strong>PROC REG<\/strong> juga menghasilkan plot sisa yang dapat kita gunakan untuk memeriksa apakah <a href=\"https:\/\/statorials.org\/id\/asumsi-regresi-linier\/\" target=\"_blank\" rel=\"noopener\">asumsi model regresi linier<\/a> terpenuhi:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22747 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simplesas3.jpg\" alt=\"\" width=\"663\" height=\"651\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Terakhir, prosedur <strong>PROC REG<\/strong> menghasilkan plot sebar dari data mentah dengan garis regresi yang dipasang dilapis:<\/span><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-35060 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/peluche1.png\" alt=\"\" width=\"624\" height=\"467\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Grafik ini memungkinkan kita melihat secara visual seberapa cocok garis regresi dengan data.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Catatan<\/strong> : Anda dapat menemukan dokumentasi <strong>PROC REG<\/strong> selengkapnya <a href=\"https:\/\/documentation.sas.com\/doc\/en\/pgmsascdc\/9.4_3.4\/statug\/statug_reg_syntax01.htm\" target=\"_blank\" rel=\"noopener\">di sini<\/a> .<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara melakukan tugas umum lainnya di SAS:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/prosedur-ringkasan-di-sas\/\" target=\"_blank\" rel=\"noopener\">Cara menggunakan ringkasan prosedur di SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/proc-tabulasi-sas\/\" target=\"_blank\" rel=\"noopener\">Cara menggunakan Proc Tabulate di SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/sas-peringkat-proc\/\" target=\"_blank\" rel=\"noopener\">Cara menggunakan pemeriksaan Proc di SAS<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan PROC REG di SAS agar sesuai dengan model regresi linier. Anda dapat menggunakan sintaks dasar berikut agar sesuai dengan model regresi linier sederhana : proc reg data = my_data; model y = x; run ; Ini akan sesuai dengan model regresi linier berikut: kamu = b 0 + b 1 x Anda [&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":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Cara Menggunakan PROC REG di SAS (dengan Contoh) - Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menggunakan PROC REG di SAS, dengan sebuah contoh.\" \/>\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\/id\/sas-proc-reg\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Menggunakan PROC REG di SAS (dengan Contoh) - Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menggunakan PROC REG di SAS, dengan sebuah contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/sas-proc-reg\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-10T18:31:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simplesas1.jpg\" \/>\n<meta name=\"author\" content=\"Benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Ditulis oleh\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimasi waktu membaca\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/sas-proc-reg\/\",\"url\":\"https:\/\/statorials.org\/id\/sas-proc-reg\/\",\"name\":\"Cara Menggunakan PROC REG di SAS (dengan Contoh) - Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-10T18:31:08+00:00\",\"dateModified\":\"2023-07-10T18:31:08+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menggunakan PROC REG di SAS, dengan sebuah contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/sas-proc-reg\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/sas-proc-reg\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/sas-proc-reg\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menggunakan proc reg di sas (dengan contoh)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/id\/#website\",\"url\":\"https:\/\/statorials.org\/id\/\",\"name\":\"Statorials\",\"description\":\"Panduan anda untuk kompetensi statistik!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/id\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"id\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\",\"name\":\"Benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"id\",\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/image\/\",\"url\":\"http:\/\/statorials.org\/id\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"http:\/\/statorials.org\/id\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin anderson\"},\"description\":\"Halo, saya Benjamin, pensiunan profesor statistika yang menjadi guru Statorial yang berdedikasi. 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