{"id":235,"date":"2021-07-16T15:11:51","date_gmt":"2021-07-16T20:11:51","guid":{"rendered":"https:\/\/uwm.edu\/data-science\/?post_type=project&p=235"},"modified":"2022-06-08T16:11:03","modified_gmt":"2022-06-08T21:11:03","slug":"semiparametric-statistical-methods-for-replicated-point-processes","status":"publish","type":"project","link":"https:\/\/uwm.edu\/data-science\/projects\/semiparametric-statistical-methods-for-replicated-point-processes\/","title":{"rendered":"Statistical Tools to Analyze Random Point Patterns"},"content":{"rendered":"\n

We\u2019re developing statistical tools that can help analyze random point patterns occurring in time and space, such as where robberies take place in a city or the neural activity spikes that happen when someone performs a specific task. These tools, based upon new statistical methods we\u2019re developing, will be applicable to data produced in many different research areas, including neuroscience, ecology, finance, astronomy, seismology, criminology and many others. They\u2019ll allow researchers to approach their data analysis and inferences in new ways.<\/p>\n","protected":false},"template":"","project_program":[39],"project_topic":[37],"class_list":["post-235","project","type-project","status-publish","hentry","project_program-math","project_topic-statistical-tools"],"yoast_head":"\nData Science at 51ÁÔÆæ<\/title>\n<meta name=\"description\" content=\"The main goal of this project is the development of statistical tools for the analysis of random point patterns that occur in time or space, such as the locations of street robberies in a given city or spikes of neural activity for an individual performing a certain task.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/uwm.edu\/data-science\/projects\/semiparametric-statistical-methods-for-replicated-point-processes\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"1\" \/>\n<meta property=\"og:description\" content=\"The main goal of this project is the development of statistical tools for the analysis of random point patterns that occur in time or space, such as the locations of street robberies in a given city or spikes of neural activity for an individual performing a certain task.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/uwm.edu\/data-science\/projects\/semiparametric-statistical-methods-for-replicated-point-processes\/\" \/>\n<meta property=\"og:site_name\" content=\"Data Science at 51ÁÔÆæ\" \/>\n<meta property=\"article:modified_time\" content=\"2022-06-08T21:11:03+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Statistical Tools to Analyze Random Point Patterns\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/projects\\\/semiparametric-statistical-methods-for-replicated-point-processes\\\/\",\"url\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/projects\\\/semiparametric-statistical-methods-for-replicated-point-processes\\\/\",\"name\":\"Statistical Tools to Analyze Random Point Patterns - Data Science at 51ÁÔÆæ\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/#website\"},\"datePublished\":\"2021-07-16T20:11:51+00:00\",\"dateModified\":\"2022-06-08T21:11:03+00:00\",\"description\":\"The main goal of this project is the development of statistical tools for the analysis of random point patterns that occur in time or space, such as the locations of street robberies in a given city or spikes of neural activity for an individual performing a certain task.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/projects\\\/semiparametric-statistical-methods-for-replicated-point-processes\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/uwm.edu\\\/data-science\\\/projects\\\/semiparametric-statistical-methods-for-replicated-point-processes\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/projects\\\/semiparametric-statistical-methods-for-replicated-point-processes\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Research\",\"item\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/research\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Statistical Tools to Analyze Random Point Patterns\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/#website\",\"url\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/\",\"name\":\"Data Science at 51ÁÔÆæ\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/#organization\",\"name\":\"University of Wisconsin - Milwaukee\",\"url\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/wp-content\\\/uploads\\\/sites\\\/565\\\/2020\\\/11\\\/uwm-seo-logo.jpg\",\"contentUrl\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/wp-content\\\/uploads\\\/sites\\\/565\\\/2020\\\/11\\\/uwm-seo-logo.jpg\",\"width\":225,\"height\":224,\"caption\":\"University of Wisconsin - Milwaukee\"},\"image\":{\"@id\":\"https:\\\/\\\/uwm.edu\\\/data-science\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Data Science at 51ÁÔÆæ","description":"The main goal of this project is the development of statistical tools for the analysis of random point patterns that occur in time or space, such as the locations of street robberies in a given city or spikes of neural activity for an individual performing a certain task.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/uwm.edu\/data-science\/projects\/semiparametric-statistical-methods-for-replicated-point-processes\/","og_locale":"en_US","og_type":"article","og_title":"1","og_description":"The main goal of this project is the development of statistical tools for the analysis of random point patterns that occur in time or space, such as the locations of street robberies in a given city or spikes of neural activity for an individual performing a certain task.","og_url":"https:\/\/uwm.edu\/data-science\/projects\/semiparametric-statistical-methods-for-replicated-point-processes\/","og_site_name":"Data Science at 51ÁÔÆæ","article_modified_time":"2022-06-08T21:11:03+00:00","twitter_card":"summary_large_image","twitter_title":"Statistical Tools to Analyze Random Point Patterns","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/uwm.edu\/data-science\/projects\/semiparametric-statistical-methods-for-replicated-point-processes\/","url":"https:\/\/uwm.edu\/data-science\/projects\/semiparametric-statistical-methods-for-replicated-point-processes\/","name":"Statistical Tools to Analyze Random Point Patterns - Data Science at 51ÁÔÆæ","isPartOf":{"@id":"https:\/\/uwm.edu\/data-science\/#website"},"datePublished":"2021-07-16T20:11:51+00:00","dateModified":"2022-06-08T21:11:03+00:00","description":"The main goal of this project is the development of statistical tools for the analysis of random point patterns that occur in time or space, such as the locations of street robberies in a given city or spikes of neural activity for an individual performing a certain task.","breadcrumb":{"@id":"https:\/\/uwm.edu\/data-science\/projects\/semiparametric-statistical-methods-for-replicated-point-processes\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/uwm.edu\/data-science\/projects\/semiparametric-statistical-methods-for-replicated-point-processes\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/uwm.edu\/data-science\/projects\/semiparametric-statistical-methods-for-replicated-point-processes\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/uwm.edu\/data-science\/"},{"@type":"ListItem","position":2,"name":"Research","item":"https:\/\/uwm.edu\/data-science\/research\/"},{"@type":"ListItem","position":3,"name":"Statistical Tools to Analyze Random Point Patterns"}]},{"@type":"WebSite","@id":"https:\/\/uwm.edu\/data-science\/#website","url":"https:\/\/uwm.edu\/data-science\/","name":"Data Science at 51ÁÔÆæ","description":"","publisher":{"@id":"https:\/\/uwm.edu\/data-science\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/uwm.edu\/data-science\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/uwm.edu\/data-science\/#organization","name":"University of Wisconsin - Milwaukee","url":"https:\/\/uwm.edu\/data-science\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/uwm.edu\/data-science\/#\/schema\/logo\/image\/","url":"https:\/\/uwm.edu\/data-science\/wp-content\/uploads\/sites\/565\/2020\/11\/uwm-seo-logo.jpg","contentUrl":"https:\/\/uwm.edu\/data-science\/wp-content\/uploads\/sites\/565\/2020\/11\/uwm-seo-logo.jpg","width":225,"height":224,"caption":"University of Wisconsin - Milwaukee"},"image":{"@id":"https:\/\/uwm.edu\/data-science\/#\/schema\/logo\/image\/"}}]}},"acf":[],"_links":{"self":[{"href":"https:\/\/uwm.edu\/data-science\/wp-json\/wp\/v2\/project\/235","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uwm.edu\/data-science\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/uwm.edu\/data-science\/wp-json\/wp\/v2\/types\/project"}],"wp:attachment":[{"href":"https:\/\/uwm.edu\/data-science\/wp-json\/wp\/v2\/media?parent=235"}],"wp:term":[{"taxonomy":"project_program","embeddable":true,"href":"https:\/\/uwm.edu\/data-science\/wp-json\/wp\/v2\/project_program?post=235"},{"taxonomy":"project_topic","embeddable":true,"href":"https:\/\/uwm.edu\/data-science\/wp-json\/wp\/v2\/project_topic?post=235"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}