{"id":2488,"date":"2024-11-15T21:00:53","date_gmt":"2024-11-15T13:00:53","guid":{"rendered":"https:\/\/changjinyuan.com\/?p=2488"},"modified":"2024-12-28T23:14:40","modified_gmt":"2024-12-28T15:14:40","slug":"jinyuan-chang-hall-p-2015-double-bootstrap-methods-that-use-a-single-double-bootstrap-simulation-biometrika-102-203-214","status":"publish","type":"post","link":"https:\/\/changjinyuan.com\/index.php\/en\/publications-en\/publications-all-en\/2488\/","title":{"rendered":"Chang, J., &#038; Hall, P. (2015). Double-bootstrap methods that use a single double-bootstrap simulation. Biometrika, 102, 203-214."},"content":{"rendered":"<p>We show that, when the double bootstrap is used to improve performance of bootstrap meth- ods for bias correction, techniques based on using a single double-bootstrap sample for each single-bootstrap sample can produce third-order accuracy for much less computational expense than is required by conventional double-bootstrap methods. However, this improved level of per- formance is not available for the single double-bootstrap methods that have been suggested to construct confidence intervals or distribution estimators.<\/p>\r\n\r\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" style=\"width: 100%; height: 600px;\" data=\"https:\/\/changjinyuan.com\/wp-content\/uploads\/2024\/12\/Double-bootstrap-methods-that-use-a-single-double-bootstrap-simulation.pdf\" type=\"application\/pdf\" width=\"300\" height=\"150\" aria-label=\"\u5d4c\u5165 &lt;strong&gt;&lt;mark style=&quot;background-color:rgba(0, 0, 0, 0)&quot; class=&quot;has-inline-color has-vivid-cyan-blue-color&quot;&gt;Double-bootstrap methods that use a single double-bootstrap simulation.pdf&lt;\/mark&gt;&lt;\/strong&gt;\"><\/object><a id=\"wp-block-file--media-3cb9b606-423c-44db-a2af-d88ec3b278ce\" href=\"https:\/\/changjinyuan.com\/wp-content\/uploads\/2024\/12\/Double-bootstrap-methods-that-use-a-single-double-bootstrap-simulation.pdf\"><strong><mark class=\"has-inline-color has-vivid-cyan-blue-color\" style=\"background-color: rgba(0, 0, 0, 0);\">Double-bootstrap methods that use a single double-bootstrap simulation.pdf<\/mark><\/strong><\/a><a class=\"wp-block-file__button wp-element-button\" href=\"https:\/\/changjinyuan.com\/wp-content\/uploads\/2024\/12\/Double-bootstrap-methods-that-use-a-single-double-bootstrap-simulation.pdf\" download=\"\" aria-describedby=\"wp-block-file--media-3cb9b606-423c-44db-a2af-d88ec3b278ce\">Download<\/a><\/div>","protected":false},"excerpt":{"rendered":"<p>We show that, when the double bootstrap is used to improve performance of bootstrap meth- ods for bias correction, techniques based on using a single double-bootstrap sample for each single-bootstrap sample can produce third-order accuracy for much less computational expense than is required by conventional double-bootstrap methods. However, this improved level of per- formance is not available for the single double-bootstrap methods that have been suggested to construct confidence intervals or distribution estimators.<\/p>\n","protected":false},"author":1,"featured_media":2480,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-2488","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-publications-all-en"],"acf":[],"lang":"en","translations":{"en":2488,"cn":2479},"pll_sync_post":[],"_links":{"self":[{"href":"https:\/\/changjinyuan.com\/index.php\/wp-json\/wp\/v2\/posts\/2488","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/changjinyuan.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/changjinyuan.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/changjinyuan.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/changjinyuan.com\/index.php\/wp-json\/wp\/v2\/comments?post=2488"}],"version-history":[{"count":4,"href":"https:\/\/changjinyuan.com\/index.php\/wp-json\/wp\/v2\/posts\/2488\/revisions"}],"predecessor-version":[{"id":3949,"href":"https:\/\/changjinyuan.com\/index.php\/wp-json\/wp\/v2\/posts\/2488\/revisions\/3949"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/changjinyuan.com\/index.php\/wp-json\/wp\/v2\/media\/2480"}],"wp:attachment":[{"href":"https:\/\/changjinyuan.com\/index.php\/wp-json\/wp\/v2\/media?parent=2488"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/changjinyuan.com\/index.php\/wp-json\/wp\/v2\/categories?post=2488"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/changjinyuan.com\/index.php\/wp-json\/wp\/v2\/tags?post=2488"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}