{"id":5303,"date":"2022-07-28T17:27:26","date_gmt":"2022-07-28T11:27:26","guid":{"rendered":"https:\/\/www.isrt.ac.bd\/?post_type=tribe_events&p=5303"},"modified":"2022-07-28T17:27:26","modified_gmt":"2022-07-28T11:27:26","slug":"seminar-on-constrained-inference-in-mixed-models-for-clustered-data","status":"publish","type":"tribe_events","link":"https:\/\/isrt.ac.bd\/event\/seminar-on-constrained-inference-in-mixed-models-for-clustered-data\/","title":{"rendered":"Seminar on “Constrained inference in mixed models for clustered data”"},"content":{"rendered":"
Title: Constrained inference in mixed models for clustered data<\/div>\n
\n
<\/div>\n

Abstract:
\nMixed models are commonly used for analyzing clustered data, including
\nlongitudinal data and repeated measurements. Unrestricted full maximum
\nlikelihood (ML) methods have been extensively studied in the literature
\nfor analyzing generalized, linear, and mixed models. However, constraints
\nor parameter orderings may occur in practice, and in such cases, we can
\nimprove the efficiency of a statistical method by incorporating parameter
\nconstraints into the ML estimation and hypothesis testing. In this talk, I
\nwill discuss constrained inference with generalized linear mixed models
\n(GLMMs) under linear inequality constraints. Methods will be assessed
\nusing both Monte Carlo simulations and actual survey data from a health
\nstudy.<\/p><\/div>\n

<\/div>\n
<\/div>\n
Presenter:<\/div>\n
\n
Sanjoy Sinha<\/div>\n
\n
\n
\n
Professor
\nSchool of Mathematics and Statistics
\nCarleton Deltin 7 Aviator গেম টাকা ইনকাম, Ottawa, ON, Canada<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
<\/div>\n","protected":false},"excerpt":{"rendered":"

Title: Constrained inference in mixed models for clustered data Abstract: Mixed models are commonly used for analyzing clustered data, including longitudinal data and repeated measurements. 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[ Read More ]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/isrt.ac.bd\/event\/seminar-on-constrained-inference-in-mixed-models-for-clustered-data\/\" \/>\n<meta property=\"og:site_name\" content=\"Institute of Statistical Research and Training\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/isrt.ac.bd\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\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:\/\/isrt.ac.bd\/event\/seminar-on-constrained-inference-in-mixed-models-for-clustered-data\/\",\"url\":\"https:\/\/isrt.ac.bd\/event\/seminar-on-constrained-inference-in-mixed-models-for-clustered-data\/\",\"name\":\"Seminar on \\\"Constrained inference in mixed models for clustered data\\\" - Institute of Statistical Research and Training\",\"isPartOf\":{\"@id\":\"https:\/\/isrt.ac.bd\/#website\"},\"datePublished\":\"2022-07-28T11:27:26+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/isrt.ac.bd\/event\/seminar-on-constrained-inference-in-mixed-models-for-clustered-data\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/isrt.ac.bd\/event\/seminar-on-constrained-inference-in-mixed-models-for-clustered-data\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/isrt.ac.bd\/event\/seminar-on-constrained-inference-in-mixed-models-for-clustered-data\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/isrt.ac.bd\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Events\",\"item\":\"https:\/\/isrt.ac.bd\/events\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Seminar on “Constrained inference in mixed models for clustered data”\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/isrt.ac.bd\/#website\",\"url\":\"https:\/\/isrt.ac.bd\/\",\"name\":\"Institute of Statistical Research and Training\",\"description\":\"ISRT, Deltin 7 Aviator গেম টাকা ইনকাম of Deltin 7 bangladesh\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/isrt.ac.bd\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Seminar on \"Constrained inference in mixed models for clustered data\" - Institute of Statistical Research and Training","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:\/\/isrt.ac.bd\/event\/seminar-on-constrained-inference-in-mixed-models-for-clustered-data\/","og_locale":"en_US","og_type":"article","og_title":"Seminar on \"Constrained inference in mixed models for clustered data\" - Institute of Statistical Research and Training","og_description":"Title: Constrained inference in mixed models for clustered data Abstract: Mixed models are commonly used for analyzing clustered data, including longitudinal data and repeated measurements. 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