{"id":33793,"date":"2023-08-15T16:54:01","date_gmt":"2023-08-15T09:54:01","guid":{"rendered":"https:\/\/info.populix.co\/?p=33793"},"modified":"2023-10-18T11:00:16","modified_gmt":"2023-10-18T04:00:16","slug":"jackknife-adalah","status":"publish","type":"post","link":"https:\/\/info.populix.co\/articles\/jackknife-adalah","title":{"rendered":"Jackknife: Pengertian hingga Fungsi pada Penelitian"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Istilah <em>jackknife <\/em>mungkin tidak terlalu <em>familiar <\/em>bagi Anda. Perlu diketahui, <em>jackknife <\/em>adalah salah satu metode statistika yang sering pula digunakan dalam penelitian. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Metode <em>jackknife <\/em>digunakan untuk mengestimasi bias dan varians dari suatu estimator statistik, serta untuk mengukur ketidakpastian dalam estimasi tersebut. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Apa Itu Metode Jackknife?<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/two-beautiful-super-business-women-looking-color-charts-work-graph-concept.jpg\" alt=\"jackknife adalah\" class=\"wp-image-33801\" srcset=\"https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/two-beautiful-super-business-women-looking-color-charts-work-graph-concept.jpg 800w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/two-beautiful-super-business-women-looking-color-charts-work-graph-concept-325x217.jpg 325w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/two-beautiful-super-business-women-looking-color-charts-work-graph-concept-768x512.jpg 768w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/two-beautiful-super-business-women-looking-color-charts-work-graph-concept-200x133.jpg 200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Source: Freepik<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Jackknife<\/em> adalah metode<em> resampling <\/em>yang diperkenalkan oleh Quenouille (1949) untuk<br>estimasi bias, dan Tukey (1958) memperkenalkan <em>jackknife<\/em> untuk menduga standar deviasi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mengutip laman <em><a href=\"https:\/\/www.sciencedirect.com\/topics\/mathematics\/jackknife-resampling\" target=\"_blank\" rel=\"noopener nofollow\">ScienceDirect<\/a><\/em>, metode <em>jackknife <\/em>adalah metode <em>resampling <\/em>populer yang memberikan estimasi bias dan kesalahan standar estimasi dengan menghitung ulang estimasi dari subsampel pada sampel yang tersedia.  <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Menurut publikasi karya <a href=\"https:\/\/www.researchgate.net\/publication\/2829267_Jackknife_Resampling\" target=\"_blank\" rel=\"noopener nofollow\">Herwig Friedl, Professor dari Graz University of Technology<\/a>, <em>jackknife <\/em>adalah metode <em>resampling <\/em>khusus yang tujuan utamanya pada perhitungan bias dan varian estimasi, tanpa membuat asumsi distribusi yang sangat ketat. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ini nonparametrik dan mudah diterapkan dalam pengaturan yang cukup umum. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dalam kasus paling sederhana, <em>resampling jackknife <\/em>dihasilkan dengan menghapus satu <em>case<\/em> secara berurutan dari sampel asli (<em>delete-one jackknife<\/em>). Sementara itu, teknik<em> jackknife <\/em>yang lebih umum menggunakan <em>resampling<\/em> yang didasarkan pada penghapusan banyak kasus (<em>delete-d jackknife<\/em>).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Baca juga: <a href=\"https:\/\/info.populix.co\/articles\/induksi-adalah\/\" target=\"_blank\" rel=\"noopener\">Induksi Adalah: Definisi, Manfaat, Contoh Penelitian Induktif<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Kapan Dapat Menggunakan Metode Jackknife?<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/capture-20230815-164850.jpg\" alt=\"metode jackknife\" class=\"wp-image-33799\" srcset=\"https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/capture-20230815-164850.jpg 800w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/capture-20230815-164850-325x217.jpg 325w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/capture-20230815-164850-768x512.jpg 768w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/capture-20230815-164850-200x133.jpg 200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Source: Freepik<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Metode estimasi <em>jackkinfe <\/em>biasanya digunakan ketika sulit atau tidak mungkin untuk mendapatkan estimator menggunakan metode lain.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Misalnya ketika:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tidak ada dasar teoritis tersedia untuk estimasi<\/li>\n\n\n\n<li>Fungsi statistik menantang untuk dikerjakan (misalnya fungsi tanpa integral bentuk tertutup, yang akan membuat metode biasa, yakni metode delta, menjadi tidak mungkin)<\/li>\n\n\n\n<li>Untuk sampel besar, metode <em>jackknife <\/em>kira-kira setara dengan metode delta<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Baca juga: <a href=\"https:\/\/info.populix.co\/articles\/objek-penelitian-adalah\/\" target=\"_blank\" rel=\"noopener\">Objek Penelitian Adalah: Pengertian, Cara Menentukan, Contoh<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Fungsi Metode Jackknife dalam Penelitian<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/capture-20230815-164916.jpg\" alt=\"metode jackknife adalah\" class=\"wp-image-33798\" srcset=\"https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/capture-20230815-164916.jpg 800w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/capture-20230815-164916-325x217.jpg 325w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/capture-20230815-164916-768x512.jpg 768w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/08\/capture-20230815-164916-200x133.jpg 200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Source: Freepik<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Dalam konteks penelitian, metode <em>jackknife<\/em> dapat digunakan untuk:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. Mengukur Ketahanan Estimator<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dengan mengamati variasi dalam estimator ketika data diubah sedikit demi sedikit, metode <em>jackknife <\/em>dapat membantu mengidentifikasi potensi anomali atau pengaruh ekstrem dalam data. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Estimasi Bias dan Varians<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Metode ini membantu mengukur seberapa dekat estimator dengan nilai sebenarnya (bias) dan seberapa sensitif estimator terhadap perubahan data (varians). <\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. Mengukur Ketidakpastian<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dengan menghasilkan sejumlah estimator berdasarkan dataset yang berkurang satu observasi, metode <em>jackknife <\/em>dapat membantu menghitung interval kepercayaan dan mengukur ketidakpastian dalam estimasi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Menguji Keandalan Estimator<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Metode <em>jackknife <\/em>dapat membantu mengidentifikasi apakah suatu estimator sensitif terhadap beberapa observasi tertentu atau jika ada <em>outlier <\/em>yang berdampak besar pada hasil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">***<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Baca juga: <a href=\"https:\/\/info.populix.co\/articles\/daftar-pustaka\/\" target=\"_blank\" rel=\"noopener\">Daftar Pustaka: Pengertian, Cara Membuat, Contoh Penulisan<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dengan memahami konsep dan kegunaan metode <em>jackknife<\/em> dalam analisis statistik, kita dapat lebih mendalam saat mengukur ketahanan estimator, mengestimasi bias dan varians, serta mengatasi ketidakpastian dalam data penelitian. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Untuk memanfaatkan potensi penuh metode ini dalam proyek riset Anda, jangan ragu untuk menjelajahi layanan riset <strong><a href=\"https:\/\/populix.onelink.me\/iAix\/blogEnterprise\" target=\"_blank\" rel=\"noopener\">Populix for Enterprise<\/a><\/strong>. Dengan dukungan yang tepat, Anda dapat meraih wawasan yang lebih mendalam dan akurat dari data Anda, membantu pengambilan keputusan yang lebih baik dan tepat sasaran. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Jangan lewatkan kesempatan ini untuk meningkatkan kualitas penelitian Anda melalui penerapan metode <em>jackknife<\/em> dan layanan riset yang andal.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/populix.onelink.me\/iAix\/blogEnterprise\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"321\" src=\"https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/04\/Ppx-Enterprise-2-1400x321.jpg\" alt=\"riset pasar Populix\" class=\"wp-image-16889\" srcset=\"https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/04\/Ppx-Enterprise-2-1400x321.jpg 1400w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/04\/Ppx-Enterprise-2-325x75.jpg 325w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/04\/Ppx-Enterprise-2-768x176.jpg 768w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/04\/Ppx-Enterprise-2-1536x352.jpg 1536w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/04\/Ppx-Enterprise-2-200x46.jpg 200w, https:\/\/info.populix.co\/articles\/wp-content\/uploads\/2023\/04\/Ppx-Enterprise-2.jpg 1823w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Baca juga: <a href=\"https:\/\/info.populix.co\/articles\/parameter-adalah\/\" target=\"_blank\" rel=\"noopener\">Parameter Adalah: Pengertian, Jenis, Contoh dalam Penelitian<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Istilah jackknife mungkin tidak terlalu familiar bagi Anda. Perlu diketahui, jackknife adalah salah satu metode statistika yang sering pula digunakan dalam penelitian. Metode jackknife digunakan untuk mengestimasi bias dan varians dari suatu estimator statistik, serta untuk mengukur ketidakpastian dalam estimasi tersebut. Apa Itu Metode Jackknife? Jackknife adalah metode resampling yang diperkenalkan oleh Quenouille (1949) untukestimasi [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":37548,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_angie_page":false,"_eb_attr":"","postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"page_builder":"","footnotes":""},"categories":[324],"tags":[326],"class_list":["post-33793","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kamus-riset","tag-kamus-riset"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/info.populix.co\/articles\/wp-json\/wp\/v2\/posts\/33793","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/info.populix.co\/articles\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/info.populix.co\/articles\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/info.populix.co\/articles\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/info.populix.co\/articles\/wp-json\/wp\/v2\/comments?post=33793"}],"version-history":[{"count":2,"href":"https:\/\/info.populix.co\/articles\/wp-json\/wp\/v2\/posts\/33793\/revisions"}],"predecessor-version":[{"id":33802,"href":"https:\/\/info.populix.co\/articles\/wp-json\/wp\/v2\/posts\/33793\/revisions\/33802"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/info.populix.co\/articles\/wp-json\/wp\/v2\/media\/37548"}],"wp:attachment":[{"href":"https:\/\/info.populix.co\/articles\/wp-json\/wp\/v2\/media?parent=33793"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/info.populix.co\/articles\/wp-json\/wp\/v2\/categories?post=33793"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/info.populix.co\/articles\/wp-json\/wp\/v2\/tags?post=33793"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}