{"id":9497,"date":"2021-11-04T15:28:25","date_gmt":"2021-11-04T08:28:25","guid":{"rendered":"https:\/\/binus.ac.id\/malang\/?p=9497"},"modified":"2021-11-04T15:28:25","modified_gmt":"2021-11-04T08:28:25","slug":"perkembangan-linear-models-hingga-generalized-linear-mixed-models","status":"publish","type":"post","link":"https:\/\/binus.ac.id\/malang\/2021\/11\/perkembangan-linear-models-hingga-generalized-linear-mixed-models\/","title":{"rendered":"Perkembangan Linear Models hingga Generalized Linear Mixed Models"},"content":{"rendered":"<p style=\"text-align: justify\"><em>Generalized Linear Mixed Models<\/em> (GLMMs) adalah generalisasi dari <em>Generalized Linear Models<\/em> (GLMs) di mana prediktor linier mengandung <em>random effects<\/em> dan <em>mixed effects<\/em>. GLMMs menyediakan berbagai model untuk analisis data. Gambar 1 menyajikan perkembangan <em>Linear Models<\/em> hingga <em>Generalized Linear Mixed Models<\/em>.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-9499\" src=\"http:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/Picture1-Linear-Models-640x888.png\" alt=\"\" width=\"206\" height=\"286\" srcset=\"https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/Picture1-Linear-Models-640x888.png 640w, https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/Picture1-Linear-Models.png 938w\" sizes=\"auto, (max-width: 206px) 100vw, 206px\" \/><strong>Gambar 1.<\/strong> Perkembangan <em>Linear Models<\/em> hingga <em>Generalized Linear Mixed Models<\/em><\/p>\n<p style=\"text-align: justify\">Berdasarkan Gambar 1. terlihat bahwa GLMMs diturunkan dari GLMs. Jika karakteristik yang digunakan tidak memenuhi syarat pada LM, maka bisa menggunakan model selanjutnya, yaitu GLM. Jika karakteristik yang digunakan tidak memenuhi syarat pada GLM, maka bisa menggunakan model selanjutnya, yaitu GLMs. Dan jika\u00a0 karakteristik yang digunakan tidak memenuhi syarat pada GLMs, maka bisa menggunakan model selanjutnya, yaitu GLMMs.<\/p>\n<p>Berikut adalah perbedaan karakteristik antara LM, GLM, GLMs, dan GLMMs.<\/p>\n<p style=\"text-align: center\"><strong>Tabel 1.<\/strong> Perbedaan antara LM, GLM, GLMs, dan GLMMs<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-9498\" src=\"http:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/Tabel-640x807.png\" alt=\"\" width=\"640\" height=\"807\" srcset=\"https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/Tabel-640x807.png 640w, https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/Tabel.png 678w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Generalized Linear Mixed Models (GLMMs) adalah generalisasi dari Generalized Linear Models (GLMs) di mana prediktor linier mengandung random effects dan mixed effects. GLMMs menyediakan berbagai model untuk analisis data. Gambar 1 menyajikan perkembangan Linear Models hingga Generalized Linear Mixed Models. Gambar 1. Perkembangan Linear Models hingga Generalized Linear Mixed Models Berdasarkan Gambar 1. terlihat bahwa [&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[128],"tags":[],"class_list":["post-9497","post","type-post","status-publish","format-standard","hentry","category-computer-science"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Perkembangan Linear Models hingga Generalized Linear Mixed Models | BINUS UNIVERSITY MALANG | Pilihan Universitas Terbaik di Malang<\/title>\n<meta name=\"description\" content=\"BINUS University Malang Merupakan Universitas Terbaik di Malang dengan Program Computer Science, Entrepreneurship Bussiness Creation, Computer Science, Interior Design, Communication, Public Relations, Visual Communication Design.\" \/>\n<meta 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