{"id":140,"date":"2022-12-11T23:27:12","date_gmt":"2022-12-11T23:27:12","guid":{"rendered":"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/?page_id=140"},"modified":"2023-01-09T15:10:04","modified_gmt":"2023-01-09T15:10:04","slug":"my-blog","status":"publish","type":"page","link":"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/my-blog\/","title":{"rendered":"My Blog"},"content":{"rendered":"\n<div class=\"wp-block-query is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-166 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized tag-changepoints tag-statistics\">\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-49329d62 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-beaumont-diamond-wide\" \/>\n\n\n<h2 style=\"font-style:normal;font-weight:500\" class=\"wp-block-post-title has-heading-4-font-size has-default-sans-font-family\"><a href=\"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/2023\/01\/09\/not-changepoint-analysis\/\" target=\"_self\" >&#8216;NOT&#8217; Changepoint Analysis<\/a><\/h2>\n\n<div style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 15px)\" class=\"taxonomy-post_tag has-text-align-left wp-block-post-terms has-default-sans-font-family\"><a href=\"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/tag\/changepoints\/\" rel=\"tag\">Changepoints<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/tag\/statistics\/\" rel=\"tag\">Statistics<\/a><\/div>\n\n<div class=\"wp-block-post-excerpt has-tiny-font-size has-default-sans-font-family\"><p class=\"wp-block-post-excerpt__excerpt\">When applying a piecewise linear regression model to estimate trend components, Change-Point detection plays an essential role in deciding the points\u2019 locations and numbers. We could find from the previous literature relating to Change-Point detection that most of the existing techniques focus on dealing with scenarios when the targeting function is assumed to be piecewise&hellip;<\/p><p class=\"wp-block-post-excerpt__more-text\"><a class=\"wp-block-post-excerpt__more-link\" href=\"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/2023\/01\/09\/not-changepoint-analysis\/\">Read More<\/a><\/p><\/div><\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-1 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized tag-bayesian-stats tag-mcmc tag-statistics\">\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-49329d62 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-beaumont-diamond-wide\" \/>\n\n\n<h2 style=\"font-style:normal;font-weight:500\" class=\"wp-block-post-title has-heading-4-font-size has-default-sans-font-family\"><a href=\"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/2022\/11\/15\/hello-world\/\" target=\"_self\" >Gibbs Sampling<\/a><\/h2>\n\n<div style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 15px)\" class=\"taxonomy-post_tag has-text-align-left wp-block-post-terms has-default-sans-font-family\"><a href=\"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/tag\/bayesian-stats\/\" rel=\"tag\">Bayesian Stats<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/tag\/mcmc\/\" rel=\"tag\">MCMC<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/tag\/statistics\/\" rel=\"tag\">Statistics<\/a><\/div>\n\n<div class=\"wp-block-post-excerpt has-tiny-font-size has-default-sans-font-family\"><p class=\"wp-block-post-excerpt__excerpt\">All that mattered was that slowly, by degrees, by left and right then left and right again, he was guiding them towards the destination. Ian Rankin, Hide and Seek There exist a number of algorithms that can give us a proposal density for our Markov chain\u2019s dynamics.&nbsp;By using the Metropolis-Hastings algorithm we can obtain an&nbsp;acceptance&hellip;<\/p><p class=\"wp-block-post-excerpt__more-text\"><a class=\"wp-block-post-excerpt__more-link\" href=\"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/2022\/11\/15\/hello-world\/\">Read More<\/a><\/p><\/div><\/div>\n<\/div>\n\n<\/li><\/ul><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":55,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-140","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/wp-json\/wp\/v2\/pages\/140","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/wp-json\/wp\/v2\/users\/55"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/wp-json\/wp\/v2\/comments?post=140"}],"version-history":[{"count":6,"href":"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/wp-json\/wp\/v2\/pages\/140\/revisions"}],"predecessor-version":[{"id":165,"href":"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/wp-json\/wp\/v2\/pages\/140\/revisions\/165"}],"wp:attachment":[{"href":"https:\/\/www.lancaster.ac.uk\/stor-i-student-sites\/wanchen-yue\/wp-json\/wp\/v2\/media?parent=140"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}