{"id":8131,"date":"2019-05-22T16:04:22","date_gmt":"2019-05-22T16:04:22","guid":{"rendered":"http:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/hidden_markov_model_-hmm-_\/"},"modified":"2019-05-22T16:04:22","modified_gmt":"2019-05-22T16:04:22","slug":"hidden_markov_model_-hmm-_","status":"publish","type":"post","link":"https:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/hidden_markov_model_-hmm-_\/","title":{"rendered":"Hidden Markov model (HMM)"},"content":{"rendered":"<p>Amodel representing a stochastic process that can be represented as operating asa discrete set of latent states, with a set of probabilistic transitionsbetween them. &nbsp;HMM is often defined in terms of a list of states, a statetransition matrix, and a distribution of outputs possible from those states.&nbsp;The transition matrix represents the probability that the process movesfrom one state to another.<\/p>\n<p>See <a href=\"ergodic\">Ergodic<\/a>, Times-series<\/p>\n<p><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Amodel representing a stochastic process that can be represented as operating asa discrete set of latent states, with a set of probabilistic transitionsbetween them. &nbsp;HMM is often defined in terms of a list of states, a statetransition matrix, and a distribution of outputs possible from those states.&nbsp;The transition matrix represents the probability that the process &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/hidden_markov_model_-hmm-_\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Hidden Markov model (HMM)&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[2],"class_list":["post-8131","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-glossary","entry"],"_links":{"self":[{"href":"https:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/wp-json\/wp\/v2\/posts\/8131","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/wp-json\/wp\/v2\/comments?post=8131"}],"version-history":[{"count":0,"href":"https:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/wp-json\/wp\/v2\/posts\/8131\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/wp-json\/wp\/v2\/media?parent=8131"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/wp-json\/wp\/v2\/categories?post=8131"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lancaster.ac.uk\/fas\/psych\/glossary\/wp-json\/wp\/v2\/tags?post=8131"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}