{"id":118,"date":"2017-10-09T12:16:40","date_gmt":"2017-10-09T10:16:40","guid":{"rendered":"https:\/\/www.hsu-hh.de\/statistik\/?page_id=118"},"modified":"2026-02-18T07:52:18","modified_gmt":"2026-02-18T06:52:18","slug":"research","status":"publish","type":"page","link":"https:\/\/www.hsu-hh.de\/statistik\/en\/research","title":{"rendered":"Research"},"content":{"rendered":"\n<p>also see the <a href=\"https:\/\/www.hsu-hh.de\/statistik\/en\/colloquium\/\" target=\"_blank\" rel=\"noreferrer noopener\">Colloquium of the Mathematics and Statistics Group&nbsp;\u00bb<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Research topics at the Department of Mathematics and Statistics:<\/h2>\n\n\n\n<div class=\"wp-block-hsu-publicationblock\"><div class=\"img-area download-image\"><img decoding=\"async\" src=\"https:\/\/www.hsu-hh.de\/statistik\/wp-content\/uploads\/sites\/771\/2026\/02\/CountTS.png\" alt=\"\" \/><\/div><div class=\"content-area\"><strong>Count time series<br \/><\/strong>Diagnostic test procedures, modeling, parameter estimation and forecasting<br \/>(<a href=\"https:\/\/www.hsu-hh.de\/mathstat\/forschung\/\">further information \u00bb<\/a>)<\/div><\/div>\n\n\n\n<div class=\"wp-block-hsu-publicationblock\"><div class=\"img-area download-image\"><img decoding=\"async\" src=\"https:\/\/www.hsu-hh.de\/statistik\/wp-content\/uploads\/sites\/771\/2026\/02\/CaTS-1.png\" alt=\"\" \/><\/div><div class=\"content-area\"><strong>Categorical time series<br \/><\/strong>Analytic tools, visual representation, modeling, estimation and testing<br \/>(<a href=\"https:\/\/www.hsu-hh.de\/mathstat\/forschung\/\">further information \u00bb<\/a>)<\/div><\/div>\n\n\n\n<div class=\"wp-block-hsu-publicationblock\"><div class=\"img-area download-image\"><img decoding=\"async\" src=\"https:\/\/www.hsu-hh.de\/statistik\/wp-content\/uploads\/sites\/771\/2026\/02\/CUSUM-1.png\" alt=\"\" \/><\/div><div class=\"content-area\"><strong>Statistical process control<br \/><\/strong><abbr title=\"average run length\">ARL<\/abbr> computation, discrete measurements, control charts and estimation uncertainty<br \/>(<a href=\"https:\/\/www.hsu-hh.de\/mathstat\/forschung\/\">further information \u00bb<\/a>)<\/div><\/div>\n\n\n\n<div class=\"wp-block-hsu-publicationblock\"><div class=\"img-area download-image\"><img decoding=\"async\" src=\"https:\/\/www.hsu-hh.de\/statistik\/wp-content\/uploads\/sites\/771\/2026\/02\/DataMining-1.png\" alt=\"\" \/><\/div><div class=\"content-area\"><strong>Data mining<br \/><\/strong>Rule-based procedures, sequential data, stochastic modeling and market-basket analysis<br \/>(<a href=\"https:\/\/www.hsu-hh.de\/mathstat\/forschung\/\">further information \u00bb<\/a>)<\/div><\/div>\n\n\n\n<div class=\"wp-block-hsu-publicationblock\"><div class=\"img-area download-image\"><img decoding=\"async\" src=\"https:\/\/www.hsu-hh.de\/statistik\/wp-content\/uploads\/sites\/771\/2026\/02\/Portfoliooptimierung-100x100.png\" alt=\"\" \/><\/div><div class=\"content-area\"><strong>Portfolio optimization<br \/><\/strong>Portfolio optimization by taking account of estimation risks as well as linear and nonlinear constraints in large asset universes<br \/>(<a href=\"https:\/\/www.hsu-hh.de\/stochastik\/forschung\/\">further information \u00bb<\/a>)<\/div><\/div>\n\n\n\n<div class=\"wp-block-hsu-publicationblock\"><div class=\"img-area download-image\"><img decoding=\"async\" src=\"https:\/\/www.hsu-hh.de\/statistik\/wp-content\/uploads\/sites\/771\/2026\/02\/Finanzmathematik-100x100.png\" alt=\"\" \/><\/div><div class=\"content-area\"><strong>Financial mathematics<br \/><\/strong>Pricing and valuation in efficient markets, arbitrage pricing theory, and the closed-end fund puzzle<br \/>(<a href=\"https:\/\/www.hsu-hh.de\/stochastik\/forschung\/\">further information \u00bb<\/a>)<\/div><\/div>\n\n\n\n<div class=\"wp-block-hsu-publicationblock\"><div class=\"img-area download-image\"><img decoding=\"async\" src=\"https:\/\/www.hsu-hh.de\/statistik\/wp-content\/uploads\/sites\/771\/2026\/02\/Copulas-100x100.png\" alt=\"\" \/><\/div><div class=\"content-area\"><strong>Copulas and extreme value theory<br \/><\/strong>Complex dependence structures, elliptical distributions with heavy tails, and random matrix theory<br \/>(<a href=\"https:\/\/www.hsu-hh.de\/stochastik\/forschung\/\">further information \u00bb<\/a>)<\/div><\/div>\n\n\n\n<div class=\"wp-block-hsu-publicationblock\"><div class=\"img-area download-image\"><img decoding=\"async\" src=\"https:\/\/www.hsu-hh.de\/statistik\/wp-content\/uploads\/sites\/771\/2026\/02\/Kovarianzmatrizen-100x100.png\" alt=\"\" \/><\/div><div class=\"content-area\"><strong>Robust covariance matrices<br \/><\/strong>M-estimation of covariance matrices with high-dimensional and missing data as well as serial dependence<br \/>(<a href=\"https:\/\/www.hsu-hh.de\/stochastik\/forschung\/\">further information \u00bb<\/a>)<\/div><\/div>\n\n\n\n<div class=\"wp-block-hsu-publicationblock\"><div class=\"img-area download-image\"><img decoding=\"async\" src=\"https:\/\/www.hsu-hh.de\/statistik\/wp-content\/uploads\/sites\/771\/2026\/02\/fda2-1.png\" alt=\"\" \/><\/div><div class=\"content-area\"><strong>Functional data analysis<br \/><\/strong>Methodology for functional data analysis, in particular based on statistical and machine learning techniques<br \/>(<a href=\"https:\/\/www.hsu-hh.de\/statdat\/forschung\/\">further information \u00bb<\/a>)<\/div><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>also see the Colloquium of the Mathematics and Statistics Group&nbsp;\u00bb Research topics at the Department of Mathematics and Statistics:<\/p>\n","protected":false},"author":98,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-118","page","type-page","status-publish","hentry","category-research"],"_links":{"self":[{"href":"https:\/\/www.hsu-hh.de\/statistik\/wp-json\/wp\/v2\/pages\/118","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hsu-hh.de\/statistik\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.hsu-hh.de\/statistik\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.hsu-hh.de\/statistik\/wp-json\/wp\/v2\/users\/98"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hsu-hh.de\/statistik\/wp-json\/wp\/v2\/comments?post=118"}],"version-history":[{"count":29,"href":"https:\/\/www.hsu-hh.de\/statistik\/wp-json\/wp\/v2\/pages\/118\/revisions"}],"predecessor-version":[{"id":1319,"href":"https:\/\/www.hsu-hh.de\/statistik\/wp-json\/wp\/v2\/pages\/118\/revisions\/1319"}],"wp:attachment":[{"href":"https:\/\/www.hsu-hh.de\/statistik\/wp-json\/wp\/v2\/media?parent=118"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hsu-hh.de\/statistik\/wp-json\/wp\/v2\/categories?post=118"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hsu-hh.de\/statistik\/wp-json\/wp\/v2\/tags?post=118"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}